{
  "forecast_id": "to_fcst_20260801_1456",
  "hazard": "tornado",
  "issued_at": "2026-08-01T14:56:51Z",
  "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": 121,
  "top_probability": 0.019,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "237897",
      "lat": 36.365,
      "lon": -85.4062,
      "motion_east": 12.7,
      "motion_south": -6.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 638.0,
      "ebshear": 26.0,
      "srh01": 210.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 210.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3129
        },
        {
          "name": "alignment",
          "value": 9.7978
        },
        {
          "name": "tau",
          "value": 1.7081
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6949
      },
      "coherence_score": 1.7080671787261963,
      "coherence_diagnostics": {
        "tau": 1.7080671787261963,
        "grad_tau": 0.1846330612897873,
        "torsion": 0.0,
        "alignment": 9.797797203063965,
        "S_field": 0.7903658747673035,
        "Gamma_field": 0.1562117487192154,
        "S_over_Gamma": 5.059580326080322,
        "Da": 9.550959587097168,
        "E_coh": 0.552255392074585,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.38,
              36.45
            ],
            [
              -85.34,
              36.44
            ],
            [
              -85.33,
              36.43
            ],
            [
              -85.33,
              36.4
            ],
            [
              -85.32,
              36.39
            ],
            [
              -85.36,
              36.31
            ],
            [
              -85.43,
              36.27
            ],
            [
              -85.46,
              36.27
            ],
            [
              -85.47,
              36.26
            ],
            [
              -85.53,
              36.26
            ],
            [
              -85.53,
              36.3
            ],
            [
              -85.47,
              36.36
            ],
            [
              -85.4,
              36.4
            ],
            [
              -85.38,
              36.42
            ],
            [
              -85.39,
              36.43
            ],
            [
              -85.38,
              36.45
            ]
          ]
        ]
      },
      "raw_probability": 0.6949,
      "confidence_lo": 0.0186,
      "confidence_hi": 0.019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "776f335c45477b508a4efe96a6e0c2a565cec54d619321158d9474f5bc7db43a",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.6949,
        "probability": 0.019029,
        "confidence_lo": 0.018563,
        "confidence_hi": 0.019039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1fc299b9bdf44db33e3a90f26bc1b544105d1425c6a13065fa7e7449e9192185",
        "signature": {
          "alg": "ed25519",
          "sig": "2b080a92ebb9069a87cefb3c86b02c49473ec52925c04d34d5df7d6afc9eb35c184b634c7f3b4b8347f720b2687d83aa7f33c1acc24a233bec9044808f78a606"
        }
      },
      "receipt_sha256": "1fc299b9bdf44db33e3a90f26bc1b544105d1425c6a13065fa7e7449e9192185"
    },
    {
      "storm_id": "237611",
      "lat": 35.7018,
      "lon": -85.4509,
      "motion_east": 9.4,
      "motion_south": -3.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 960.0,
      "ebshear": 27.0,
      "srh01": 185.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3129
        },
        {
          "name": "alignment",
          "value": 10.737
        },
        {
          "name": "tau",
          "value": 1.6798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6637
      },
      "coherence_score": 1.6798089742660522,
      "coherence_diagnostics": {
        "tau": 1.6798089742660522,
        "grad_tau": 0.25535687804222107,
        "torsion": 0.0,
        "alignment": 10.737015724182129,
        "S_field": 0.6806387901306152,
        "Gamma_field": 0.2487117499113083,
        "S_over_Gamma": 2.73665714263916,
        "Da": 14.967190742492676,
        "E_coh": 0.5993175506591797,
        "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": [
          [
            [
              -85.46,
              35.74
            ],
            [
              -85.42,
              35.74
            ],
            [
              -85.41,
              35.73
            ],
            [
              -85.41,
              35.69
            ],
            [
              -85.4,
              35.67
            ],
            [
              -85.42,
              35.65
            ],
            [
              -85.49,
              35.65
            ],
            [
              -85.51,
              35.66
            ],
            [
              -85.51,
              35.72
            ],
            [
              -85.47,
              35.73
            ],
            [
              -85.46,
              35.74
            ]
          ]
        ]
      },
      "raw_probability": 0.6637,
      "confidence_lo": 0.0186,
      "confidence_hi": 0.019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "191449d0448f5ac0dd320932a5643a43ac1942b86221f1d4362525fbeed4de83",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.6637,
        "probability": 0.019029,
        "confidence_lo": 0.018563,
        "confidence_hi": 0.019039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6b1aef5f810be1aab084e2abb4be40b75a5e31a78efcc57304c90690edc97d6",
        "signature": {
          "alg": "ed25519",
          "sig": "ed10094de14a796476110c9a36d561645ee6ee6d304d51485fbd1b91802ef0448f37348dbc62608d70b82b6c4812f463e594d38abed63b6f93d080cb3f1fde0f"
        }
      },
      "receipt_sha256": "e6b1aef5f810be1aab084e2abb4be40b75a5e31a78efcc57304c90690edc97d6"
    },
    {
      "storm_id": "238038",
      "lat": 35.7111,
      "lon": -85.2822,
      "motion_east": 11.4,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 770.0,
      "ebshear": 25.0,
      "srh01": 206.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 206.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3129
        },
        {
          "name": "alignment",
          "value": 10.737
        },
        {
          "name": "tau",
          "value": 1.6798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6637
      },
      "coherence_score": 1.6798089742660522,
      "coherence_diagnostics": {
        "tau": 1.6798089742660522,
        "grad_tau": 0.25535687804222107,
        "torsion": 0.0,
        "alignment": 10.737015724182129,
        "S_field": 0.6806387901306152,
        "Gamma_field": 0.2487117499113083,
        "S_over_Gamma": 2.73665714263916,
        "Da": 14.967190742492676,
        "E_coh": 0.5993175506591797,
        "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": [
          [
            [
              -85.3,
              35.74
            ],
            [
              -85.26,
              35.74
            ],
            [
              -85.25,
              35.73
            ],
            [
              -85.25,
              35.69
            ],
            [
              -85.27,
              35.67
            ],
            [
              -85.29,
              35.67
            ],
            [
              -85.31,
              35.69
            ],
            [
              -85.31,
              35.73
            ],
            [
              -85.3,
              35.74
            ]
          ]
        ]
      },
      "raw_probability": 0.6637,
      "confidence_lo": 0.0186,
      "confidence_hi": 0.019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "191449d0448f5ac0dd320932a5643a43ac1942b86221f1d4362525fbeed4de83",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.6637,
        "probability": 0.019029,
        "confidence_lo": 0.018563,
        "confidence_hi": 0.019039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6b1aef5f810be1aab084e2abb4be40b75a5e31a78efcc57304c90690edc97d6",
        "signature": {
          "alg": "ed25519",
          "sig": "ed10094de14a796476110c9a36d561645ee6ee6d304d51485fbd1b91802ef0448f37348dbc62608d70b82b6c4812f463e594d38abed63b6f93d080cb3f1fde0f"
        }
      },
      "receipt_sha256": "e6b1aef5f810be1aab084e2abb4be40b75a5e31a78efcc57304c90690edc97d6"
    },
    {
      "storm_id": "236769",
      "lat": 36.1011,
      "lon": -84.9989,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 447.0,
      "ebshear": 28.0,
      "srh01": 192.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 192.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3129
        },
        {
          "name": "alignment",
          "value": 9.7978
        },
        {
          "name": "tau",
          "value": 1.7081
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6591
      },
      "coherence_score": 1.7080671787261963,
      "coherence_diagnostics": {
        "tau": 1.7080671787261963,
        "grad_tau": 0.1846330612897873,
        "torsion": 0.0,
        "alignment": 9.797797203063965,
        "S_field": 0.7903658747673035,
        "Gamma_field": 0.1562117487192154,
        "S_over_Gamma": 5.059580326080322,
        "Da": 9.550959587097168,
        "E_coh": 0.552255392074585,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.06,
              36.2
            ],
            [
              -85.0,
              36.19
            ],
            [
              -84.97,
              36.17
            ],
            [
              -84.92,
              36.16
            ],
            [
              -84.89,
              36.13
            ],
            [
              -84.88,
              36.09
            ],
            [
              -84.91,
              36.05
            ],
            [
              -84.91,
              36.04
            ],
            [
              -84.93,
              36.04
            ],
            [
              -84.94,
              36.03
            ],
            [
              -84.99,
              36.03
            ],
            [
              -85.03,
              36.05
            ],
            [
              -85.06,
              36.05
            ],
            [
              -85.07,
              36.06
            ],
            [
              -85.09,
              36.06
            ],
            [
              -85.14,
              36.11
            ],
            [
              -85.13,
              36.16
            ],
            [
              -85.06,
              36.2
            ]
          ]
        ]
      },
      "raw_probability": 0.6591,
      "confidence_lo": 0.0186,
      "confidence_hi": 0.019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1eb0c8e9dd5dd0e9e1b1443453784aca8f3ce907598127f2b29a268fd7c7fb93",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.6591,
        "probability": 0.019029,
        "confidence_lo": 0.018563,
        "confidence_hi": 0.019039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea6a5508670cf5aa4c1d29bcb4588b0209d806f87174492275cea4843d3610a6",
        "signature": {
          "alg": "ed25519",
          "sig": "68d9969427f7263a9e31a46050d14ab8a1e39aa43c05c92719613bc804eb8b0d68af0713be1e95774c5c2ad64558de452f4625e3d280e5643ab809e95cea6805"
        }
      },
      "receipt_sha256": "ea6a5508670cf5aa4c1d29bcb4588b0209d806f87174492275cea4843d3610a6"
    },
    {
      "storm_id": "237726",
      "lat": 35.6825,
      "lon": -85.0806,
      "motion_east": 11.6,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.019,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 481.0,
      "ebshear": 28.0,
      "srh01": 156.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3129
        },
        {
          "name": "alignment",
          "value": 10.737
        },
        {
          "name": "tau",
          "value": 1.6798
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6493
      },
      "coherence_score": 1.6798089742660522,
      "coherence_diagnostics": {
        "tau": 1.6798089742660522,
        "grad_tau": 0.25535687804222107,
        "torsion": 0.0,
        "alignment": 10.737015724182129,
        "S_field": 0.6806387901306152,
        "Gamma_field": 0.2487117499113083,
        "S_over_Gamma": 2.73665714263916,
        "Da": 14.967190742492676,
        "E_coh": 0.5993175506591797,
        "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": [
          [
            [
              -85.08,
              35.77
            ],
            [
              -85.04,
              35.77
            ],
            [
              -85.02,
              35.76
            ],
            [
              -85.02,
              35.75
            ],
            [
              -85.0,
              35.73
            ],
            [
              -85.0,
              35.64
            ],
            [
              -85.03,
              35.6
            ],
            [
              -85.07,
              35.58
            ],
            [
              -85.12,
              35.59
            ],
            [
              -85.14,
              35.61
            ],
            [
              -85.14,
              35.63
            ],
            [
              -85.15,
              35.64
            ],
            [
              -85.14,
              35.68
            ],
            [
              -85.13,
              35.69
            ],
            [
              -85.13,
              35.71
            ],
            [
              -85.08,
              35.77
            ]
          ]
        ]
      },
      "raw_probability": 0.6493,
      "confidence_lo": 0.0186,
      "confidence_hi": 0.019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "e09e834275a2a00cc9189bf7d7314f9abfc4f09a0df4328a044355990940d1c8",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.6493,
        "probability": 0.019029,
        "confidence_lo": 0.018563,
        "confidence_hi": 0.019039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4fd16cf7a9c3f8250088e4c7b357e3da9e6c63cdc151c1444ddfa3ca656384db",
        "signature": {
          "alg": "ed25519",
          "sig": "86fe4b2d7d4c060f1570e56486c0b443d6e197a6fe4b8b435f19c63d2b3e0683fe41877b65b8e8f58fdf57463fc2f970dc3b93541d6600a656840811bd569203"
        }
      },
      "receipt_sha256": "4fd16cf7a9c3f8250088e4c7b357e3da9e6c63cdc151c1444ddfa3ca656384db"
    },
    {
      "storm_id": "237982",
      "lat": 36.6957,
      "lon": -85.2486,
      "motion_east": 7.2,
      "motion_south": -1.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0124,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 463.0,
      "ebshear": 30.0,
      "srh01": 204.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1879
        },
        {
          "name": "alignment",
          "value": -3.8485
        },
        {
          "name": "tau",
          "value": 1.5407
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5878
      },
      "coherence_score": 1.540740728378296,
      "coherence_diagnostics": {
        "tau": 1.540740728378296,
        "grad_tau": 0.18213310837745667,
        "torsion": 0.0,
        "alignment": -3.848510265350342,
        "S_field": 0.601090133190155,
        "Gamma_field": 0.16287842392921448,
        "S_over_Gamma": 3.6904220581054688,
        "Da": 10.058873176574707,
        "E_coh": 0.5046859979629517,
        "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": [
          [
            [
              -85.28,
              36.72
            ],
            [
              -85.23,
              36.72
            ],
            [
              -85.22,
              36.71
            ],
            [
              -85.22,
              36.67
            ],
            [
              -85.23,
              36.66
            ],
            [
              -85.28,
              36.67
            ],
            [
              -85.28,
              36.72
            ]
          ]
        ]
      },
      "raw_probability": 0.5878,
      "confidence_lo": 0.011,
      "confidence_hi": 0.0124,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "365d59b4ec9e3229424555d6a3de3e31a890c2adf054228bc928d5b411d5d7f6",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.5878,
        "probability": 0.012426,
        "confidence_lo": 0.011038,
        "confidence_hi": 0.012443,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2febb21ad4f1c817a379dac267305eb1b640a887756f27c7eaaefb1cf2603436",
        "signature": {
          "alg": "ed25519",
          "sig": "4a9f24745450031fd8087089daa8a40023bebbec43e113812fc2d4c4ddda8791e61baf6737d0ee5076232ac5abaffc04ced2d3d750d83284dd29cd1c98110d06"
        }
      },
      "receipt_sha256": "2febb21ad4f1c817a379dac267305eb1b640a887756f27c7eaaefb1cf2603436"
    },
    {
      "storm_id": "237985",
      "lat": 34.7718,
      "lon": -85.1806,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 668.0,
      "ebshear": 21.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8129
        },
        {
          "name": "alignment",
          "value": 12.1371
        },
        {
          "name": "tau",
          "value": 1.5683
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5551
      },
      "coherence_score": 1.568267822265625,
      "coherence_diagnostics": {
        "tau": 1.568267822265625,
        "grad_tau": 0.2770746648311615,
        "torsion": 0.0,
        "alignment": 12.137139320373535,
        "S_field": 0.7496293187141418,
        "Gamma_field": 0.4962117671966553,
        "S_over_Gamma": 1.5107043981552124,
        "Da": 30.285743713378906,
        "E_coh": 0.49024590849876404,
        "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": [
          [
            [
              -85.21,
              34.82
            ],
            [
              -85.19,
              34.81
            ],
            [
              -85.17,
              34.82
            ],
            [
              -85.13,
              34.82
            ],
            [
              -85.13,
              34.77
            ],
            [
              -85.12,
              34.76
            ],
            [
              -85.12,
              34.73
            ],
            [
              -85.14,
              34.7
            ],
            [
              -85.15,
              34.71
            ],
            [
              -85.18,
              34.71
            ],
            [
              -85.2,
              34.72
            ],
            [
              -85.22,
              34.76
            ],
            [
              -85.22,
              34.78
            ],
            [
              -85.23,
              34.79
            ],
            [
              -85.23,
              34.8
            ],
            [
              -85.22,
              34.8
            ],
            [
              -85.21,
              34.82
            ]
          ]
        ]
      },
      "raw_probability": 0.5551,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "065f24fa39e46cded1fa95662657c98ae462db743222743e4b2222394c8596f2",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.5551,
        "probability": 0.007224,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.007229,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6ed0b527a4947fcca470fab748e7f3e7085e1f171ce818b4a99116e78de4e7b",
        "signature": {
          "alg": "ed25519",
          "sig": "8be56ff55e7873a737011cb245bcb5f7661b207d84a6697da994c0e8eb810cc8ae1f9d66b1a99f3b82ddf72711dff378b79d7b633863dfe8afc22ceb54163a04"
        }
      },
      "receipt_sha256": "c6ed0b527a4947fcca470fab748e7f3e7085e1f171ce818b4a99116e78de4e7b"
    },
    {
      "storm_id": "237945",
      "lat": 39.4613,
      "lon": -84.0913,
      "motion_east": 9.3,
      "motion_south": -7.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 251.0,
      "ebshear": 25.0,
      "srh01": 93.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": -4.6187
        },
        {
          "name": "tau",
          "value": 0.948
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5544
      },
      "coherence_score": 0.9479982852935791,
      "coherence_diagnostics": {
        "tau": 0.9479982852935791,
        "grad_tau": 0.21254095435142517,
        "torsion": 0.0,
        "alignment": -4.618679523468018,
        "S_field": 0.3497290015220642,
        "Gamma_field": 0.5728784203529358,
        "S_over_Gamma": 0.6104768514633179,
        "Da": 37.65621566772461,
        "E_coh": 0.21472401916980743,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.11,
              39.54
            ],
            [
              -84.06,
              39.54
            ],
            [
              -84.02,
              39.5
            ],
            [
              -84.01,
              39.48
            ],
            [
              -84.01,
              39.43
            ],
            [
              -84.03,
              39.41
            ],
            [
              -84.05,
              39.41
            ],
            [
              -84.06,
              39.4
            ],
            [
              -84.14,
              39.39
            ],
            [
              -84.15,
              39.4
            ],
            [
              -84.17,
              39.4
            ],
            [
              -84.18,
              39.44
            ],
            [
              -84.14,
              39.52
            ],
            [
              -84.13,
              39.52
            ],
            [
              -84.11,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.5544,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ac36e5d5b1ef38e75b9c7763897a30300575710af454370a8b3a99dd05e4e847",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.5544,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44bdba0b0e9e34c71342603fc72f29abe3127347b34b173571bd412285d149fd",
        "signature": {
          "alg": "ed25519",
          "sig": "eaf24e0af03c22d5bbc3c4d422a82a3239e27ebaaef51ae918cf3af00b53984aa5d37a9e219261764d89d632a1e0715ee8e85ea6636f7adc3a7af93ec8a3250a"
        }
      },
      "receipt_sha256": "44bdba0b0e9e34c71342603fc72f29abe3127347b34b173571bd412285d149fd"
    },
    {
      "storm_id": "237290",
      "lat": 36.6125,
      "lon": -85.4117,
      "motion_east": 11.8,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 559.0,
      "ebshear": 30.0,
      "srh01": 188.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 188.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1879
        },
        {
          "name": "alignment",
          "value": -3.8485
        },
        {
          "name": "tau",
          "value": 1.5407
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5526
      },
      "coherence_score": 1.540740728378296,
      "coherence_diagnostics": {
        "tau": 1.540740728378296,
        "grad_tau": 0.18213310837745667,
        "torsion": 0.0,
        "alignment": -3.848510265350342,
        "S_field": 0.601090133190155,
        "Gamma_field": 0.16287842392921448,
        "S_over_Gamma": 3.6904220581054688,
        "Da": 10.058873176574707,
        "E_coh": 0.5046859979629517,
        "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": [
          [
            [
              -85.45,
              36.65
            ],
            [
              -85.39,
              36.65
            ],
            [
              -85.37,
              36.64
            ],
            [
              -85.36,
              36.63
            ],
            [
              -85.36,
              36.6
            ],
            [
              -85.37,
              36.58
            ],
            [
              -85.39,
              36.57
            ],
            [
              -85.43,
              36.57
            ],
            [
              -85.45,
              36.58
            ],
            [
              -85.46,
              36.59
            ],
            [
              -85.46,
              36.64
            ],
            [
              -85.45,
              36.65
            ]
          ]
        ]
      },
      "raw_probability": 0.5526,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "597598fd1d4276f8e0887b60c99a74496e68f8267d2fc5742991e8237e28cfa6",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.5526,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f6eea9e39b5623d58273e2b77840818875b2331c800c3b9281d74bfc1df7d2e",
        "signature": {
          "alg": "ed25519",
          "sig": "26851ab2a03f1670891c89d5c1bd85552a0fd572f8058bc166f6a29407e48debd7c9aced4eca3e6f17e44bd03fde7bfbc70791c56a8551ce6589f3a8fcdf0003"
        }
      },
      "receipt_sha256": "1f6eea9e39b5623d58273e2b77840818875b2331c800c3b9281d74bfc1df7d2e"
    },
    {
      "storm_id": "237670",
      "lat": 36.7929,
      "lon": -84.6594,
      "motion_east": 10.1,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 275.0,
      "ebshear": 26.0,
      "srh01": 169.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 169.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1879
        },
        {
          "name": "alignment",
          "value": -3.8485
        },
        {
          "name": "tau",
          "value": 1.5407
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5147
      },
      "coherence_score": 1.540740728378296,
      "coherence_diagnostics": {
        "tau": 1.540740728378296,
        "grad_tau": 0.18213310837745667,
        "torsion": 0.0,
        "alignment": -3.848510265350342,
        "S_field": 0.601090133190155,
        "Gamma_field": 0.16287842392921448,
        "S_over_Gamma": 3.6904220581054688,
        "Da": 10.058873176574707,
        "E_coh": 0.5046859979629517,
        "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": [
          [
            [
              -84.75,
              36.91
            ],
            [
              -84.71,
              36.9
            ],
            [
              -84.66,
              36.86
            ],
            [
              -84.64,
              36.86
            ],
            [
              -84.62,
              36.88
            ],
            [
              -84.61,
              36.88
            ],
            [
              -84.6,
              36.89
            ],
            [
              -84.6,
              36.91
            ],
            [
              -84.55,
              36.91
            ],
            [
              -84.55,
              36.9
            ],
            [
              -84.57,
              36.88
            ],
            [
              -84.57,
              36.85
            ],
            [
              -84.58,
              36.84
            ],
            [
              -84.57,
              36.82
            ],
            [
              -84.57,
              36.79
            ],
            [
              -84.55,
              36.76
            ],
            [
              -84.55,
              36.73
            ],
            [
              -84.57,
              36.71
            ],
            [
              -84.57,
              36.7
            ],
            [
              -84.65,
              36.62
            ],
            [
              -84.67,
              36.61
            ],
            [
              -84.71,
              36.61
            ],
            [
              -84.73,
              36.63
            ],
            [
              -84.74,
              36.63
            ],
            [
              -84.76,
              36.67
            ],
            [
              -84.74,
              36.73
            ],
            [
              -84.72,
              36.75
            ],
            [
              -84.72,
              36.76
            ],
            [
              -84.71,
              36.76
            ],
            [
              -84.69,
              36.78
            ],
            [
              -84.7,
              36.79
            ],
            [
              -84.78,
              36.8
            ],
            [
              -84.81,
              36.84
            ],
            [
              -84.81,
              36.88
            ],
            [
              -84.75,
              36.91
            ]
          ]
        ]
      },
      "raw_probability": 0.5147,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b30b0b7994ef5061abce3cb5efd43bc8b02f42c12626001ec644bb4f66737c0f",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.5147,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2466c97f58105d53f989a76d2b7da05feb77490b5478ac29b70d600f7469991e",
        "signature": {
          "alg": "ed25519",
          "sig": "6a2adcc06796a5a77dfdb4e8af86c085e8a1b847add3776f09aed092e326338916c0c84d6ec3fde3ef0e15062efc8d05183147f3086e4cdddd1578517daad80a"
        }
      },
      "receipt_sha256": "2466c97f58105d53f989a76d2b7da05feb77490b5478ac29b70d600f7469991e"
    },
    {
      "storm_id": "238006",
      "lat": 39.1278,
      "lon": -84.0667,
      "motion_east": 8.6,
      "motion_south": -7.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 347.0,
      "ebshear": 24.0,
      "srh01": 93.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3129
        },
        {
          "name": "alignment",
          "value": -5.616
        },
        {
          "name": "tau",
          "value": 1.1106
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5048
      },
      "coherence_score": 1.1106228828430176,
      "coherence_diagnostics": {
        "tau": 1.1106228828430176,
        "grad_tau": 0.19170629978179932,
        "torsion": 0.0,
        "alignment": -5.616011142730713,
        "S_field": 0.42416346073150635,
        "Gamma_field": 0.177045077085495,
        "S_over_Gamma": 2.3957936763763428,
        "Da": 11.263402938842773,
        "E_coh": 0.31531333923339844,
        "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": [
          [
            [
              -84.09,
              39.16
            ],
            [
              -84.04,
              39.16
            ],
            [
              -84.03,
              39.14
            ],
            [
              -84.03,
              39.1
            ],
            [
              -84.04,
              39.09
            ],
            [
              -84.08,
              39.09
            ],
            [
              -84.1,
              39.11
            ],
            [
              -84.1,
              39.14
            ],
            [
              -84.09,
              39.16
            ]
          ]
        ]
      },
      "raw_probability": 0.5048,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "f1a674941e2257434b4ebe124a63d470db4b2c443d8fce7da20c49787f4114d5",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.5048,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5720d411350319973ee241a22fbc0637bba2d79d7534490f4be62edeff149d6e",
        "signature": {
          "alg": "ed25519",
          "sig": "6628f5aab32a68563414dfae39fd34e3630b4b67a2c85422bad3182ec14985c3870859759c153d8831c83a289e359756c3c702569cd33dd329dc0d6a5401ca0c"
        }
      },
      "receipt_sha256": "5720d411350319973ee241a22fbc0637bba2d79d7534490f4be62edeff149d6e"
    },
    {
      "storm_id": "238022",
      "lat": 39.0825,
      "lon": -83.645,
      "motion_east": 8.8,
      "motion_south": -7.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 209.0,
      "ebshear": 19.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3129
        },
        {
          "name": "alignment",
          "value": -5.616
        },
        {
          "name": "tau",
          "value": 1.1106
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4606
      },
      "coherence_score": 1.1106228828430176,
      "coherence_diagnostics": {
        "tau": 1.1106228828430176,
        "grad_tau": 0.19170629978179932,
        "torsion": 0.0,
        "alignment": -5.616011142730713,
        "S_field": 0.42416346073150635,
        "Gamma_field": 0.177045077085495,
        "S_over_Gamma": 2.3957936763763428,
        "Da": 11.263402938842773,
        "E_coh": 0.31531333923339844,
        "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": [
          [
            [
              -83.66,
              39.12
            ],
            [
              -83.61,
              39.09
            ],
            [
              -83.61,
              39.06
            ],
            [
              -83.62,
              39.05
            ],
            [
              -83.66,
              39.05
            ],
            [
              -83.67,
              39.06
            ],
            [
              -83.67,
              39.11
            ],
            [
              -83.66,
              39.12
            ]
          ]
        ]
      },
      "raw_probability": 0.4606,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "513f6ae7975a1ea5ac9ffde67b42515f99647d4fee3e313360dfe5bc628d4f4e",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.4606,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fc968185e9a8c54750d3cf9a3985e7c82f3566cca301c04bc97d3a1e4a3783da",
        "signature": {
          "alg": "ed25519",
          "sig": "d1c1ad682f2fc1126c9b2f0a8c03974cd4a7e328946e9b8928590ff788fce5b275c7e5bebd8db4855d39d4a86e30d0726001f4655c9d0e9fe3a985d1985bb406"
        }
      },
      "receipt_sha256": "fc968185e9a8c54750d3cf9a3985e7c82f3566cca301c04bc97d3a1e4a3783da"
    },
    {
      "storm_id": "237914",
      "lat": 38.88,
      "lon": -83.6544,
      "motion_east": 8.7,
      "motion_south": -7.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 383.0,
      "ebshear": 18.0,
      "srh01": 91.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3129
        },
        {
          "name": "alignment",
          "value": -5.616
        },
        {
          "name": "tau",
          "value": 1.1106
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.456
      },
      "coherence_score": 1.1106228828430176,
      "coherence_diagnostics": {
        "tau": 1.1106228828430176,
        "grad_tau": 0.19170629978179932,
        "torsion": 0.0,
        "alignment": -5.616011142730713,
        "S_field": 0.42416346073150635,
        "Gamma_field": 0.177045077085495,
        "S_over_Gamma": 2.3957936763763428,
        "Da": 11.263402938842773,
        "E_coh": 0.31531333923339844,
        "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": [
          [
            [
              -83.67,
              38.95
            ],
            [
              -83.63,
              38.95
            ],
            [
              -83.61,
              38.93
            ],
            [
              -83.61,
              38.83
            ],
            [
              -83.63,
              38.79
            ],
            [
              -83.67,
              38.79
            ],
            [
              -83.7,
              38.83
            ],
            [
              -83.7,
              38.9
            ],
            [
              -83.67,
              38.95
            ]
          ]
        ]
      },
      "raw_probability": 0.456,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "474d8e5fe605b1939b6d439794df97a5fea01ab35a5ef6f232e62551a4a61a99",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.456,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "984a2d890fdb0cb446bcda711c5a8aa4f9c065c9270a9c2e62913a14593b5e43",
        "signature": {
          "alg": "ed25519",
          "sig": "45d4554b779b3319b32aabc6f47af788678be2a0e7710f201a5a7d628a3ced76dffc6fc505b9394f8ab9ab8438b0e17b6dc3961a2438d850ae355448fa91ca01"
        }
      },
      "receipt_sha256": "984a2d890fdb0cb446bcda711c5a8aa4f9c065c9270a9c2e62913a14593b5e43"
    },
    {
      "storm_id": "236538",
      "lat": 34.6513,
      "lon": -86.3347,
      "motion_east": 6.3,
      "motion_south": 2.1,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1549.0,
      "ebshear": 22.0,
      "srh01": 145.0,
      "maxllaz": 0.008,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": 9.9406
        },
        {
          "name": "tau",
          "value": 1.2639
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4435
      },
      "coherence_score": 1.2639074325561523,
      "coherence_diagnostics": {
        "tau": 1.2639074325561523,
        "grad_tau": 0.3640041649341583,
        "torsion": 0.0,
        "alignment": 9.940645217895508,
        "S_field": 0.5680532455444336,
        "Gamma_field": 0.35871177911758423,
        "S_over_Gamma": 1.583592414855957,
        "Da": 21.741744995117188,
        "E_coh": 0.5745839476585388,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.33,
              34.73
            ],
            [
              -86.28,
              34.73
            ],
            [
              -86.24,
              34.7
            ],
            [
              -86.23,
              34.68
            ],
            [
              -86.24,
              34.63
            ],
            [
              -86.26,
              34.61
            ],
            [
              -86.34,
              34.57
            ],
            [
              -86.36,
              34.55
            ],
            [
              -86.41,
              34.55
            ],
            [
              -86.43,
              34.57
            ],
            [
              -86.43,
              34.64
            ],
            [
              -86.4,
              34.68
            ],
            [
              -86.39,
              34.68
            ],
            [
              -86.35,
              34.72
            ],
            [
              -86.33,
              34.73
            ]
          ]
        ]
      },
      "raw_probability": 0.4435,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fdf1541ec5f913cf4d3c85c38b4bca3ad67ae1c866953958e0a6e9abd5dceb05",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.4435,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69a14a1bc1d5f3bf08dee7468d9d2d57b5ca60d75c5f3540fc455d5fc7b82d70",
        "signature": {
          "alg": "ed25519",
          "sig": "b03218eb77c45fff553b2b62e9edbab75b8db074c8b692069ef112c836794c430be41028745f93810e6e215078188e44f72b1ca2224f57341a6824d947f8a805"
        }
      },
      "receipt_sha256": "69a14a1bc1d5f3bf08dee7468d9d2d57b5ca60d75c5f3540fc455d5fc7b82d70"
    },
    {
      "storm_id": "237581",
      "lat": 35.0448,
      "lon": -85.8371,
      "motion_east": 6.9,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1040.0,
      "ebshear": 28.0,
      "srh01": 126.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 126.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": 9.9406
        },
        {
          "name": "tau",
          "value": 1.2639
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4435
      },
      "coherence_score": 1.2639074325561523,
      "coherence_diagnostics": {
        "tau": 1.2639074325561523,
        "grad_tau": 0.3640041649341583,
        "torsion": 0.0,
        "alignment": 9.940645217895508,
        "S_field": 0.5680532455444336,
        "Gamma_field": 0.35871177911758423,
        "S_over_Gamma": 1.583592414855957,
        "Da": 21.741744995117188,
        "E_coh": 0.5745839476585388,
        "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": [
          [
            [
              -85.8,
              35.14
            ],
            [
              -85.76,
              35.14
            ],
            [
              -85.74,
              35.12
            ],
            [
              -85.74,
              35.11
            ],
            [
              -85.79,
              35.05
            ],
            [
              -85.82,
              35.05
            ],
            [
              -85.84,
              35.03
            ],
            [
              -85.83,
              35.02
            ],
            [
              -85.83,
              34.99
            ],
            [
              -85.86,
              34.94
            ],
            [
              -85.87,
              34.94
            ],
            [
              -85.91,
              34.91
            ],
            [
              -85.95,
              34.91
            ],
            [
              -85.95,
              34.98
            ],
            [
              -85.9,
              35.03
            ],
            [
              -85.86,
              35.05
            ],
            [
              -85.83,
              35.08
            ],
            [
              -85.84,
              35.09
            ],
            [
              -85.83,
              35.1
            ],
            [
              -85.83,
              35.12
            ],
            [
              -85.8,
              35.14
            ]
          ]
        ]
      },
      "raw_probability": 0.4435,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fdf1541ec5f913cf4d3c85c38b4bca3ad67ae1c866953958e0a6e9abd5dceb05",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.4435,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69a14a1bc1d5f3bf08dee7468d9d2d57b5ca60d75c5f3540fc455d5fc7b82d70",
        "signature": {
          "alg": "ed25519",
          "sig": "b03218eb77c45fff553b2b62e9edbab75b8db074c8b692069ef112c836794c430be41028745f93810e6e215078188e44f72b1ca2224f57341a6824d947f8a805"
        }
      },
      "receipt_sha256": "69a14a1bc1d5f3bf08dee7468d9d2d57b5ca60d75c5f3540fc455d5fc7b82d70"
    },
    {
      "storm_id": "238026",
      "lat": 34.8967,
      "lon": -86.21,
      "motion_east": 6.2,
      "motion_south": 2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1379.0,
      "ebshear": 26.0,
      "srh01": 163.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 163.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": 9.9406
        },
        {
          "name": "tau",
          "value": 1.2639
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4435
      },
      "coherence_score": 1.2639074325561523,
      "coherence_diagnostics": {
        "tau": 1.2639074325561523,
        "grad_tau": 0.3640041649341583,
        "torsion": 0.0,
        "alignment": 9.940645217895508,
        "S_field": 0.5680532455444336,
        "Gamma_field": 0.35871177911758423,
        "S_over_Gamma": 1.583592414855957,
        "Da": 21.741744995117188,
        "E_coh": 0.5745839476585388,
        "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": [
          [
            [
              -86.23,
              34.92
            ],
            [
              -86.19,
              34.92
            ],
            [
              -86.18,
              34.91
            ],
            [
              -86.17,
              34.89
            ],
            [
              -86.19,
              34.86
            ],
            [
              -86.22,
              34.86
            ],
            [
              -86.24,
              34.88
            ],
            [
              -86.24,
              34.91
            ],
            [
              -86.23,
              34.92
            ]
          ]
        ]
      },
      "raw_probability": 0.4435,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fdf1541ec5f913cf4d3c85c38b4bca3ad67ae1c866953958e0a6e9abd5dceb05",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.4435,
        "probability": 0.006692,
        "confidence_lo": 0.006587,
        "confidence_hi": 0.006693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69a14a1bc1d5f3bf08dee7468d9d2d57b5ca60d75c5f3540fc455d5fc7b82d70",
        "signature": {
          "alg": "ed25519",
          "sig": "b03218eb77c45fff553b2b62e9edbab75b8db074c8b692069ef112c836794c430be41028745f93810e6e215078188e44f72b1ca2224f57341a6824d947f8a805"
        }
      },
      "receipt_sha256": "69a14a1bc1d5f3bf08dee7468d9d2d57b5ca60d75c5f3540fc455d5fc7b82d70"
    },
    {
      "storm_id": "237809",
      "lat": 36.5419,
      "lon": -85.7224,
      "motion_east": 12.3,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1337.0,
      "ebshear": 27.0,
      "srh01": 191.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 191.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3129
        },
        {
          "name": "alignment",
          "value": 1.9529
        },
        {
          "name": "tau",
          "value": 1.3544
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4199
      },
      "coherence_score": 1.3543872833251953,
      "coherence_diagnostics": {
        "tau": 1.3543872833251953,
        "grad_tau": 0.1548571139574051,
        "torsion": 0.0,
        "alignment": 1.9528708457946777,
        "S_field": 0.1520649939775467,
        "Gamma_field": 0.18537841737270355,
        "S_over_Gamma": 0.8202950358390808,
        "Da": 10.512048721313477,
        "E_coh": 0.01667694002389908,
        "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,
              36.64
            ],
            [
              -85.63,
              36.64
            ],
            [
              -85.59,
              36.59
            ],
            [
              -85.59,
              36.55
            ],
            [
              -85.6,
              36.54
            ],
            [
              -85.69,
              36.54
            ],
            [
              -85.72,
              36.51
            ],
            [
              -85.72,
              36.49
            ],
            [
              -85.74,
              36.47
            ],
            [
              -85.76,
              36.47
            ],
            [
              -85.77,
              36.46
            ],
            [
              -85.82,
              36.46
            ],
            [
              -85.84,
              36.48
            ],
            [
              -85.83,
              36.5
            ],
            [
              -85.83,
              36.53
            ],
            [
              -85.8,
              36.55
            ],
            [
              -85.75,
              36.55
            ],
            [
              -85.73,
              36.56
            ],
            [
              -85.7,
              36.59
            ],
            [
              -85.7,
              36.62
            ],
            [
              -85.68,
              36.64
            ]
          ]
        ]
      },
      "raw_probability": 0.4199,
      "confidence_lo": 0.0051,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "5ed2bdd4d1c208bc8dae8aec67e20462e0a4b9bd417396ee272b777664cad5d6",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.4199,
        "probability": 0.006595,
        "confidence_lo": 0.005109,
        "confidence_hi": 0.006605,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cabeb29f499423d402fab5ef271cf720863f63e095094472661dee6b0925a6a3",
        "signature": {
          "alg": "ed25519",
          "sig": "5cd8e28a304c16cd647b594cc2b6027af3be53e21f7a6db8e1dac2d9ff75a839b0ead3ba713f9105506d291555ec08642151182790b639eeb83f308f8243080c"
        }
      },
      "receipt_sha256": "cabeb29f499423d402fab5ef271cf720863f63e095094472661dee6b0925a6a3"
    },
    {
      "storm_id": "237740",
      "lat": 36.9557,
      "lon": -86.813,
      "motion_east": 11.9,
      "motion_south": -6.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0055,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 893.0,
      "ebshear": 31.0,
      "srh01": 131.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4379
        },
        {
          "name": "alignment",
          "value": 6.4119
        },
        {
          "name": "tau",
          "value": 1.2484
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3982
      },
      "coherence_score": 1.24837327003479,
      "coherence_diagnostics": {
        "tau": 1.24837327003479,
        "grad_tau": 0.09206806123256683,
        "torsion": 0.0,
        "alignment": 6.411856174468994,
        "S_field": 0.2063741683959961,
        "Gamma_field": 0.19037841260433197,
        "S_over_Gamma": 1.0840208530426025,
        "Da": 10.596447944641113,
        "E_coh": 0.35607850551605225,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.83,
              37.07
            ],
            [
              -86.75,
              37.07
            ],
            [
              -86.75,
              37.03
            ],
            [
              -86.76,
              37.02
            ],
            [
              -86.77,
              36.98
            ],
            [
              -86.73,
              36.94
            ],
            [
              -86.73,
              36.92
            ],
            [
              -86.71,
              36.9
            ],
            [
              -86.75,
              36.87
            ],
            [
              -86.78,
              36.87
            ],
            [
              -86.79,
              36.86
            ],
            [
              -86.86,
              36.86
            ],
            [
              -86.86,
              36.88
            ],
            [
              -86.85,
              36.88
            ],
            [
              -86.82,
              36.91
            ],
            [
              -86.84,
              36.93
            ],
            [
              -86.9,
              36.94
            ],
            [
              -86.88,
              36.96
            ],
            [
              -86.88,
              36.99
            ],
            [
              -86.89,
              37.0
            ],
            [
              -86.87,
              37.01
            ],
            [
              -86.87,
              37.02
            ],
            [
              -86.83,
              37.07
            ]
          ]
        ]
      },
      "raw_probability": 0.3982,
      "confidence_lo": 0.0051,
      "confidence_hi": 0.0055,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "89442599419404fdab4b5d0664359992779f951b4e28a1c3fb6b2db75d36dece",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3982,
        "probability": 0.005532,
        "confidence_lo": 0.005109,
        "confidence_hi": 0.005534,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b178a273abaed7b57e5b19626af4374ae41beab3a654daa4078d14ee5febdb89",
        "signature": {
          "alg": "ed25519",
          "sig": "d8daf29997d956bb1d419c996f630744df754d4bc57bdbb83503cab9483d4643fa74d401fc4d98fc60ab23a59c3116c064130acb65916634a4f9a3ce23002c05"
        }
      },
      "receipt_sha256": "b178a273abaed7b57e5b19626af4374ae41beab3a654daa4078d14ee5febdb89"
    },
    {
      "storm_id": "237948",
      "lat": 36.7831,
      "lon": -86.9456,
      "motion_east": 11.1,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0055,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1008.0,
      "ebshear": 29.0,
      "srh01": 140.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4379
        },
        {
          "name": "alignment",
          "value": 6.4119
        },
        {
          "name": "tau",
          "value": 1.2484
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3982
      },
      "coherence_score": 1.24837327003479,
      "coherence_diagnostics": {
        "tau": 1.24837327003479,
        "grad_tau": 0.09206806123256683,
        "torsion": 0.0,
        "alignment": 6.411856174468994,
        "S_field": 0.2063741683959961,
        "Gamma_field": 0.19037841260433197,
        "S_over_Gamma": 1.0840208530426025,
        "Da": 10.596447944641113,
        "E_coh": 0.35607850551605225,
        "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": [
          [
            [
              -86.97,
              36.84
            ],
            [
              -86.94,
              36.84
            ],
            [
              -86.93,
              36.82
            ],
            [
              -86.94,
              36.8
            ],
            [
              -86.91,
              36.77
            ],
            [
              -86.89,
              36.77
            ],
            [
              -86.89,
              36.76
            ],
            [
              -86.91,
              36.75
            ],
            [
              -86.94,
              36.75
            ],
            [
              -86.95,
              36.76
            ],
            [
              -86.96,
              36.75
            ],
            [
              -86.97,
              36.76
            ],
            [
              -86.98,
              36.75
            ],
            [
              -86.99,
              36.76
            ],
            [
              -86.99,
              36.81
            ],
            [
              -86.97,
              36.84
            ]
          ]
        ]
      },
      "raw_probability": 0.3982,
      "confidence_lo": 0.0051,
      "confidence_hi": 0.0055,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "89442599419404fdab4b5d0664359992779f951b4e28a1c3fb6b2db75d36dece",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3982,
        "probability": 0.005532,
        "confidence_lo": 0.005109,
        "confidence_hi": 0.005534,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b178a273abaed7b57e5b19626af4374ae41beab3a654daa4078d14ee5febdb89",
        "signature": {
          "alg": "ed25519",
          "sig": "d8daf29997d956bb1d419c996f630744df754d4bc57bdbb83503cab9483d4643fa74d401fc4d98fc60ab23a59c3116c064130acb65916634a4f9a3ce23002c05"
        }
      },
      "receipt_sha256": "b178a273abaed7b57e5b19626af4374ae41beab3a654daa4078d14ee5febdb89"
    },
    {
      "storm_id": "238020",
      "lat": 39.6989,
      "lon": -84.3067,
      "motion_east": 6.4,
      "motion_south": -2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 174.0,
      "ebshear": 24.0,
      "srh01": 75.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": -4.6187
        },
        {
          "name": "tau",
          "value": 0.948
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3576
      },
      "coherence_score": 0.9479982852935791,
      "coherence_diagnostics": {
        "tau": 0.9479982852935791,
        "grad_tau": 0.21254095435142517,
        "torsion": 0.0,
        "alignment": -4.618679523468018,
        "S_field": 0.3497290015220642,
        "Gamma_field": 0.5728784203529358,
        "S_over_Gamma": 0.6104768514633179,
        "Da": 37.65621566772461,
        "E_coh": 0.21472401916980743,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.31,
              39.73
            ],
            [
              -84.27,
              39.72
            ],
            [
              -84.27,
              39.7
            ],
            [
              -84.3,
              39.67
            ],
            [
              -84.3,
              39.66
            ],
            [
              -84.33,
              39.66
            ],
            [
              -84.34,
              39.7
            ],
            [
              -84.33,
              39.72
            ],
            [
              -84.31,
              39.73
            ]
          ]
        ]
      },
      "raw_probability": 0.3576,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "bd1ca70559946f1aae0c16c8c73b32e309ca426ec759b64e98358cd0167646f1",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3576,
        "probability": 0.003196,
        "confidence_lo": 0.0031,
        "confidence_hi": 0.003196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c86df2bd7e877853e3b2f1522aa764a6f36f304a2a29873d7953e5a50ca882a6",
        "signature": {
          "alg": "ed25519",
          "sig": "5caca54fd101c626506f21c3b63d157eff8dee37e5aac83da0665e5ece4363e6f251c8c5bc3fe4d065f408d70533423f21af1c1bf7ad02634423087b61737100"
        }
      },
      "receipt_sha256": "c86df2bd7e877853e3b2f1522aa764a6f36f304a2a29873d7953e5a50ca882a6"
    },
    {
      "storm_id": "237904",
      "lat": 34.2524,
      "lon": -85.4512,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1142.0,
      "ebshear": 19.0,
      "srh01": 75.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0629
        },
        {
          "name": "alignment",
          "value": 12.8773
        },
        {
          "name": "tau",
          "value": 1.4934
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3397
      },
      "coherence_score": 1.4934048652648926,
      "coherence_diagnostics": {
        "tau": 1.4934048652648926,
        "grad_tau": 0.40602120757102966,
        "torsion": 0.0,
        "alignment": 12.877315521240234,
        "S_field": 0.7057016491889954,
        "Gamma_field": 0.46787843108177185,
        "S_over_Gamma": 1.5083012580871582,
        "Da": 29.206790924072266,
        "E_coh": 0.5373649597167969,
        "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": [
          [
            [
              -85.49,
              34.33
            ],
            [
              -85.45,
              34.33
            ],
            [
              -85.38,
              34.28
            ],
            [
              -85.37,
              34.28
            ],
            [
              -85.37,
              34.25
            ],
            [
              -85.38,
              34.25
            ],
            [
              -85.4,
              34.23
            ],
            [
              -85.4,
              34.22
            ],
            [
              -85.41,
              34.22
            ],
            [
              -85.47,
              34.17
            ],
            [
              -85.5,
              34.17
            ],
            [
              -85.52,
              34.18
            ],
            [
              -85.53,
              34.2
            ],
            [
              -85.52,
              34.25
            ],
            [
              -85.49,
              34.29
            ],
            [
              -85.5,
              34.31
            ],
            [
              -85.49,
              34.33
            ]
          ]
        ]
      },
      "raw_probability": 0.3397,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "8899d3985fea5e7bb090b893bfa8ce99307e5108eeda5b5393244571d315cf08",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3397,
        "probability": 0.003196,
        "confidence_lo": 0.0031,
        "confidence_hi": 0.003196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7997cc43aeeb2d0eb8555c533cd1cfcba2432f01b79278a8e49fa0f13df8fbd2",
        "signature": {
          "alg": "ed25519",
          "sig": "6a995d6eef6549cc8b255e1a6fc1709da9a4b1f66b6a10ef76fc14ac811e192551cccb5d87ec41475314b503aff67c0a190fb67c92bb1662e59237e29e431e08"
        }
      },
      "receipt_sha256": "7997cc43aeeb2d0eb8555c533cd1cfcba2432f01b79278a8e49fa0f13df8fbd2"
    },
    {
      "storm_id": "237850",
      "lat": 29.355,
      "lon": -83.968,
      "motion_east": 5.9,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3037.0,
      "ebshear": 24.0,
      "srh01": 88.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6879
        },
        {
          "name": "alignment",
          "value": 0.5591
        },
        {
          "name": "tau",
          "value": 3.8334
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3244
      },
      "coherence_score": 3.8334121704101562,
      "coherence_diagnostics": {
        "tau": 3.8334121704101562,
        "grad_tau": 0.24558430910110474,
        "torsion": 0.0,
        "alignment": 0.5590910911560059,
        "S_field": 1.2069154977798462,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 6.25739049911499,
        "Da": 12.439419746398926,
        "E_coh": 0.9692301154136658,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.99,
              29.39
            ],
            [
              -83.96,
              29.39
            ],
            [
              -83.92,
              29.36
            ],
            [
              -83.92,
              29.34
            ],
            [
              -83.95,
              29.31
            ],
            [
              -83.97,
              29.31
            ],
            [
              -83.99,
              29.33
            ],
            [
              -83.99,
              29.36
            ],
            [
              -84.0,
              29.37
            ],
            [
              -83.99,
              29.39
            ]
          ]
        ]
      },
      "raw_probability": 0.3244,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "788ccb9ea3d779e19566c2751655ea0442aa57020265f67280e87c7688f49df5",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3244,
        "probability": 0.003196,
        "confidence_lo": 0.0031,
        "confidence_hi": 0.003196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "afc32f6fe0ecfeca3e62d8872b374b30dd1b4e11bc984081874efbfd3e3f7a1f",
        "signature": {
          "alg": "ed25519",
          "sig": "9bf16e00688feedfba21eca8ad3d5f3c241777f46d8c39e334ab0c369704a635a366cb0c0f4c06dad0c80b9772bcbdce6d816a8defb2f02b73838c5ed93e6106"
        }
      },
      "receipt_sha256": "afc32f6fe0ecfeca3e62d8872b374b30dd1b4e11bc984081874efbfd3e3f7a1f"
    },
    {
      "storm_id": "238027",
      "lat": 33.3893,
      "lon": -85.8214,
      "motion_east": 5.1,
      "motion_south": 3.1,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 886.0,
      "ebshear": 20.0,
      "srh01": 127.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4379
        },
        {
          "name": "alignment",
          "value": 12.5482
        },
        {
          "name": "tau",
          "value": 1.0018
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3221
      },
      "coherence_score": 1.001772403717041,
      "coherence_diagnostics": {
        "tau": 1.001772403717041,
        "grad_tau": 0.26489970088005066,
        "torsion": 0.0,
        "alignment": 12.548195838928223,
        "S_field": 0.36916831135749817,
        "Gamma_field": 0.6353784203529358,
        "S_over_Gamma": 0.5810211896896362,
        "Da": 41.28703689575195,
        "E_coh": 0.36174678802490234,
        "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": [
          [
            [
              -85.81,
              33.44
            ],
            [
              -85.8,
              33.43
            ],
            [
              -85.8,
              33.4
            ],
            [
              -85.79,
              33.39
            ],
            [
              -85.8,
              33.37
            ],
            [
              -85.79,
              33.35
            ],
            [
              -85.81,
              33.33
            ],
            [
              -85.83,
              33.33
            ],
            [
              -85.85,
              33.35
            ],
            [
              -85.86,
              33.35
            ],
            [
              -85.87,
              33.41
            ],
            [
              -85.86,
              33.43
            ],
            [
              -85.82,
              33.43
            ],
            [
              -85.81,
              33.44
            ]
          ]
        ]
      },
      "raw_probability": 0.3221,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1d8604dcea20a8513039e64ff424d7e03c5fc8059d704d378f70582ec5e5f5fa",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3221,
        "probability": 0.003196,
        "confidence_lo": 0.0031,
        "confidence_hi": 0.003196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8ac7d1194b739d60b0621e3ed44d09d190ecdc10a9b90fed4b5b5c75b6c4856",
        "signature": {
          "alg": "ed25519",
          "sig": "0884531ceb203ae89eea49bab70e3be4d1b1002fef8411ab2ff74eb8343b8f284a00269f48f3b4bd7cff92806ce7ad8d263311e0a934d619b9d80f4e9b4c9006"
        }
      },
      "receipt_sha256": "b8ac7d1194b739d60b0621e3ed44d09d190ecdc10a9b90fed4b5b5c75b6c4856"
    },
    {
      "storm_id": "238007",
      "lat": 36.2925,
      "lon": -85.9042,
      "motion_east": 11.5,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1404.0,
      "ebshear": 17.0,
      "srh01": 230.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 230.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0629
        },
        {
          "name": "alignment",
          "value": 5.2679
        },
        {
          "name": "tau",
          "value": 1.3885
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3111
      },
      "coherence_score": 1.388532280921936,
      "coherence_diagnostics": {
        "tau": 1.388532280921936,
        "grad_tau": 0.26753878593444824,
        "torsion": 0.0,
        "alignment": 5.267934799194336,
        "S_field": 0.3188517093658447,
        "Gamma_field": 0.3028784394264221,
        "S_over_Gamma": 1.0527381896972656,
        "Da": 16.913576126098633,
        "E_coh": 0.6623949408531189,
        "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": [
          [
            [
              -85.91,
              36.34
            ],
            [
              -85.85,
              36.34
            ],
            [
              -85.84,
              36.28
            ],
            [
              -85.88,
              36.26
            ],
            [
              -85.89,
              36.27
            ],
            [
              -85.9,
              36.26
            ],
            [
              -85.94,
              36.26
            ],
            [
              -85.93,
              36.27
            ],
            [
              -85.94,
              36.28
            ],
            [
              -85.93,
              36.29
            ],
            [
              -85.93,
              36.32
            ],
            [
              -85.91,
              36.34
            ]
          ]
        ]
      },
      "raw_probability": 0.3111,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "0f26d2e48286cbe66ce6fa2902cc87ee03636e0c020da9f999669ea2eab992af",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.3111,
        "probability": 0.003196,
        "confidence_lo": 0.0031,
        "confidence_hi": 0.003196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed173cf779e6dd72211a0129676b088e8f9fe96f07d498f7f95bd09429860735",
        "signature": {
          "alg": "ed25519",
          "sig": "80430c75b52ea4240c083dccfb140aa81a2b53ea6e703305b6a8b7f520b05b7a2eee3302a31b99de4002bde4e7d32b984990d2f1bb223fec92d17240df0d1103"
        }
      },
      "receipt_sha256": "ed173cf779e6dd72211a0129676b088e8f9fe96f07d498f7f95bd09429860735"
    },
    {
      "storm_id": "237719",
      "lat": 46.5111,
      "lon": -75.31,
      "motion_east": 7.7,
      "motion_south": -7.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 360.0,
      "ebshear": 13.0,
      "srh01": 82.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8129
        },
        {
          "name": "alignment",
          "value": -4.4767
        },
        {
          "name": "tau",
          "value": 0.5232
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.272
      },
      "coherence_score": 0.5232043266296387,
      "coherence_diagnostics": {
        "tau": 0.5232043266296387,
        "grad_tau": 0.06045348197221756,
        "torsion": 0.0,
        "alignment": -4.476736068725586,
        "S_field": 0.2327740490436554,
        "Gamma_field": 0.3862117528915405,
        "S_over_Gamma": 0.6027109622955322,
        "Da": 24.5944881439209,
        "E_coh": 0.18976053595542908,
        "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": [
          [
            [
              -75.33,
              46.55
            ],
            [
              -75.27,
              46.55
            ],
            [
              -75.26,
              46.54
            ],
            [
              -75.26,
              46.48
            ],
            [
              -75.3,
              46.46
            ],
            [
              -75.34,
              46.47
            ],
            [
              -75.35,
              46.48
            ],
            [
              -75.35,
              46.52
            ],
            [
              -75.33,
              46.55
            ]
          ]
        ]
      },
      "raw_probability": 0.272,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "90d6678c9ae87c531e0ac2b2ae97a127bacbe1d0bde2da12b462860882bd3c59",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.272,
        "probability": 0.002328,
        "confidence_lo": 0.00215,
        "confidence_hi": 0.002329,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c5d13c2376261737f7094378c647ea093bcf26851a8edb91e6a069b00b79cb4",
        "signature": {
          "alg": "ed25519",
          "sig": "86e583979e4900bdaac98c8225f963204ab115b6ebe4ca65cd41ac3d8668f25b6b52d74f6c71cab3fe0d3cc101d2deedd03a0a05ec9d423639178eb538a24d0f"
        }
      },
      "receipt_sha256": "8c5d13c2376261737f7094378c647ea093bcf26851a8edb91e6a069b00b79cb4"
    },
    {
      "storm_id": "237409",
      "lat": 33.1696,
      "lon": -85.7867,
      "motion_east": 5.1,
      "motion_south": 3.2,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 884.0,
      "ebshear": 17.0,
      "srh01": 123.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4379
        },
        {
          "name": "alignment",
          "value": 12.5482
        },
        {
          "name": "tau",
          "value": 1.0018
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2512
      },
      "coherence_score": 1.001772403717041,
      "coherence_diagnostics": {
        "tau": 1.001772403717041,
        "grad_tau": 0.26489970088005066,
        "torsion": 0.0,
        "alignment": 12.548195838928223,
        "S_field": 0.36916831135749817,
        "Gamma_field": 0.6353784203529358,
        "S_over_Gamma": 0.5810211896896362,
        "Da": 41.28703689575195,
        "E_coh": 0.36174678802490234,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.83,
              33.31
            ],
            [
              -85.79,
              33.31
            ],
            [
              -85.74,
              33.26
            ],
            [
              -85.73,
              33.26
            ],
            [
              -85.72,
              33.24
            ],
            [
              -85.72,
              33.16
            ],
            [
              -85.71,
              33.15
            ],
            [
              -85.71,
              33.1
            ],
            [
              -85.72,
              33.09
            ],
            [
              -85.72,
              33.06
            ],
            [
              -85.74,
              33.03
            ],
            [
              -85.78,
              33.02
            ],
            [
              -85.79,
              33.01
            ],
            [
              -85.83,
              33.02
            ],
            [
              -85.87,
              33.05
            ],
            [
              -85.87,
              33.1
            ],
            [
              -85.85,
              33.11
            ],
            [
              -85.82,
              33.15
            ],
            [
              -85.82,
              33.23
            ],
            [
              -85.83,
              33.24
            ],
            [
              -85.81,
              33.27
            ],
            [
              -85.83,
              33.29
            ],
            [
              -85.82,
              33.3
            ],
            [
              -85.83,
              33.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2512,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fa0b564b82291bb74305b056a081c915ec2707219a25726cd62673f5150648a2",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.2512,
        "probability": 0.002252,
        "confidence_lo": 0.00215,
        "confidence_hi": 0.002252,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f2f4747092a24db51ca8bf14e2d72bdea5123e0699947719ee3edb6842e0561",
        "signature": {
          "alg": "ed25519",
          "sig": "96e5a6ad951e8d6b381b7a7eca5c63546a8decf81726ff611c1a99d621ee57b9949d6004f8bc5f0edbafd8dd18e81c420dbaba0815d12d4ba811ac67ffaad90e"
        }
      },
      "receipt_sha256": "3f2f4747092a24db51ca8bf14e2d72bdea5123e0699947719ee3edb6842e0561"
    },
    {
      "storm_id": "238021",
      "lat": 39.6422,
      "lon": -84.4478,
      "motion_east": 4.7,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 218.0,
      "ebshear": 23.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": -4.6187
        },
        {
          "name": "tau",
          "value": 0.948
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2377
      },
      "coherence_score": 0.9479982852935791,
      "coherence_diagnostics": {
        "tau": 0.9479982852935791,
        "grad_tau": 0.21254095435142517,
        "torsion": 0.0,
        "alignment": -4.618679523468018,
        "S_field": 0.3497290015220642,
        "Gamma_field": 0.5728784203529358,
        "S_over_Gamma": 0.6104768514633179,
        "Da": 37.65621566772461,
        "E_coh": 0.21472401916980743,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.46,
              39.67
            ],
            [
              -84.42,
              39.67
            ],
            [
              -84.41,
              39.66
            ],
            [
              -84.41,
              39.64
            ],
            [
              -84.44,
              39.6
            ],
            [
              -84.47,
              39.6
            ],
            [
              -84.48,
              39.62
            ],
            [
              -84.48,
              39.65
            ],
            [
              -84.46,
              39.67
            ]
          ]
        ]
      },
      "raw_probability": 0.2377,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "e6a71f96e8d2d120f470b55637b186522c98bf02f615c959bbea79972d6ace76",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.2377,
        "probability": 0.002252,
        "confidence_lo": 0.00215,
        "confidence_hi": 0.002252,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a26b5ba6f77964a5d28e78dac83d7cf482f15fab75375cc231d4fc94a38ed61",
        "signature": {
          "alg": "ed25519",
          "sig": "6f0ac21f91a50fff6f0fa770fef512d09dd781fdcbe9addecf3a52cf4f05013a14a9078cd070648ef501bda5ea2b105b9cc1e91646e634ebcd939c75631c1a0f"
        }
      },
      "receipt_sha256": "0a26b5ba6f77964a5d28e78dac83d7cf482f15fab75375cc231d4fc94a38ed61"
    },
    {
      "storm_id": "237392",
      "lat": 39.7683,
      "lon": -84.4625,
      "motion_east": 4.3,
      "motion_south": 0.5,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 191.0,
      "ebshear": 24.0,
      "srh01": 86.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": -4.6187
        },
        {
          "name": "tau",
          "value": 0.948
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2251
      },
      "coherence_score": 0.9479982852935791,
      "coherence_diagnostics": {
        "tau": 0.9479982852935791,
        "grad_tau": 0.21254095435142517,
        "torsion": 0.0,
        "alignment": -4.618679523468018,
        "S_field": 0.3497290015220642,
        "Gamma_field": 0.5728784203529358,
        "S_over_Gamma": 0.6104768514633179,
        "Da": 37.65621566772461,
        "E_coh": 0.21472401916980743,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.51,
              39.81
            ],
            [
              -84.44,
              39.8
            ],
            [
              -84.43,
              39.79
            ],
            [
              -84.41,
              39.79
            ],
            [
              -84.39,
              39.77
            ],
            [
              -84.38,
              39.75
            ],
            [
              -84.41,
              39.69
            ],
            [
              -84.47,
              39.69
            ],
            [
              -84.53,
              39.74
            ],
            [
              -84.54,
              39.78
            ],
            [
              -84.53,
              39.8
            ],
            [
              -84.51,
              39.81
            ]
          ]
        ]
      },
      "raw_probability": 0.2251,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "e0a66f3c3d8e211816be48d4a882a882c389723497cd89d46b7176038e362d39",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.2251,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "18e4493ab35f86d2b298f267d2fae8cea179c7ec7b66da2429b1afef200acee7",
        "signature": {
          "alg": "ed25519",
          "sig": "b0c5ff0b938a1b7645f1da1b218d85120f75ed85e3c89da3b65b364484784fb0dae89512bca9f363b7851bf4adfb1c5ce4092ff37933b481ab5221b25356f50e"
        }
      },
      "receipt_sha256": "18e4493ab35f86d2b298f267d2fae8cea179c7ec7b66da2429b1afef200acee7"
    },
    {
      "storm_id": "237780",
      "lat": 32.4625,
      "lon": -86.0113,
      "motion_east": 7.1,
      "motion_south": 2.9,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1161.0,
      "ebshear": 15.0,
      "srh01": 110.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5629
        },
        {
          "name": "alignment",
          "value": 7.1494
        },
        {
          "name": "tau",
          "value": 0.9884
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2221
      },
      "coherence_score": 0.9884209632873535,
      "coherence_diagnostics": {
        "tau": 0.9884209632873535,
        "grad_tau": 0.2611178457736969,
        "torsion": 0.0,
        "alignment": 7.149364948272705,
        "S_field": 0.25243401527404785,
        "Gamma_field": 0.6137117743492126,
        "S_over_Gamma": 0.4113233983516693,
        "Da": 41.1557731628418,
        "E_coh": 0.6379687786102295,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.05,
              32.58
            ],
            [
              -86.02,
              32.58
            ],
            [
              -85.98,
              32.53
            ],
            [
              -85.9,
              32.51
            ],
            [
              -85.88,
              32.45
            ],
            [
              -85.91,
              32.4
            ],
            [
              -85.93,
              32.39
            ],
            [
              -85.99,
              32.39
            ],
            [
              -86.02,
              32.37
            ],
            [
              -86.04,
              32.37
            ],
            [
              -86.07,
              32.39
            ],
            [
              -86.08,
              32.41
            ],
            [
              -86.08,
              32.46
            ],
            [
              -86.09,
              32.47
            ],
            [
              -86.09,
              32.52
            ],
            [
              -86.05,
              32.58
            ]
          ]
        ]
      },
      "raw_probability": 0.2221,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "3605640a1323d931322336a5bf222ec054df7fc880ebb6e66d210a616bdc92a8",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.2221,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1746c9af055e0261c470c8b5cf54d00bc9ed86356deaa4adda09e9145f459aa",
        "signature": {
          "alg": "ed25519",
          "sig": "ee7419dc0d2d02289c80dd691023cac740b1642aed080c3ebd3d22bbfab229a3b6fd903a51fdd891b1a8c307ab864b771eb09c5e73343a6c030119ef30248a05"
        }
      },
      "receipt_sha256": "f1746c9af055e0261c470c8b5cf54d00bc9ed86356deaa4adda09e9145f459aa"
    },
    {
      "storm_id": "237436",
      "lat": 29.5388,
      "lon": -83.4659,
      "motion_east": 5.2,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2498.0,
      "ebshear": 20.0,
      "srh01": 68.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5629
        },
        {
          "name": "alignment",
          "value": -0.1933
        },
        {
          "name": "tau",
          "value": 3.8731
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2077
      },
      "coherence_score": 3.8730568885803223,
      "coherence_diagnostics": {
        "tau": 3.8730568885803223,
        "grad_tau": 0.10343968123197556,
        "torsion": 0.0,
        "alignment": -0.19330954551696777,
        "S_field": 1.1679860353469849,
        "Gamma_field": 0.19204507768154144,
        "S_over_Gamma": 6.0818328857421875,
        "Da": 12.527812004089355,
        "E_coh": 0.9717432856559753,
        "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": [
          [
            [
              -83.51,
              29.64
            ],
            [
              -83.47,
              29.64
            ],
            [
              -83.44,
              29.61
            ],
            [
              -83.43,
              29.55
            ],
            [
              -83.42,
              29.53
            ],
            [
              -83.4,
              29.51
            ],
            [
              -83.39,
              29.51
            ],
            [
              -83.38,
              29.49
            ],
            [
              -83.41,
              29.45
            ],
            [
              -83.44,
              29.45
            ],
            [
              -83.5,
              29.48
            ],
            [
              -83.5,
              29.49
            ],
            [
              -83.52,
              29.5
            ],
            [
              -83.52,
              29.52
            ],
            [
              -83.54,
              29.55
            ],
            [
              -83.54,
              29.6
            ],
            [
              -83.51,
              29.64
            ]
          ]
        ]
      },
      "raw_probability": 0.2077,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "4d4e47a4694c5f4147d6e0487b732c475fd3f3aeb26bdfec951ebc52554bb32b",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.2077,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad513876d61f34406697286985f75ca453fa27ee67e945986336b4c0df320715",
        "signature": {
          "alg": "ed25519",
          "sig": "19e6d7acf6d739dbf8d18586021a35738367b2bcca78de79be7b86d4c6605ce89a50448d79294b5fc61c7bc100ee210c8698df8e7b96ab627142f6d853b0ae0e"
        }
      },
      "receipt_sha256": "ad513876d61f34406697286985f75ca453fa27ee67e945986336b4c0df320715"
    },
    {
      "storm_id": "237996",
      "lat": 29.7112,
      "lon": -84.6462,
      "motion_east": 7.2,
      "motion_south": 1.7,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2661.0,
      "ebshear": 16.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9379
        },
        {
          "name": "alignment",
          "value": 0.7576
        },
        {
          "name": "tau",
          "value": 3.6581
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1945
      },
      "coherence_score": 3.6580984592437744,
      "coherence_diagnostics": {
        "tau": 3.6580984592437744,
        "grad_tau": 0.41731923818588257,
        "torsion": 0.0,
        "alignment": 0.7575729489326477,
        "S_field": 1.0928696393966675,
        "Gamma_field": 0.1978784203529358,
        "S_over_Gamma": 5.522934913635254,
        "Da": 12.566734313964844,
        "E_coh": 0.9495609402656555,
        "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": [
          [
            [
              -84.64,
              29.76
            ],
            [
              -84.6,
              29.74
            ],
            [
              -84.6,
              29.69
            ],
            [
              -84.64,
              29.65
            ],
            [
              -84.67,
              29.65
            ],
            [
              -84.7,
              29.69
            ],
            [
              -84.68,
              29.75
            ],
            [
              -84.64,
              29.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1945,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "0a57c35466aa461b628745cb8419eecd2b3fc508d5dd40388a0e0dbea570bdde",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1945,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19cc4cdbb6f2badec7df922f09438cd6ca697835c16776c196963185e9f26748",
        "signature": {
          "alg": "ed25519",
          "sig": "95e0e6c53f9b788ae76bd0b5f58ea60eae498fe519ba210859542999edf1ee1f42b75b5965597c925460b5da1c6852b6dfb8b0d7cd605687e39e8c6d596d380d"
        }
      },
      "receipt_sha256": "19cc4cdbb6f2badec7df922f09438cd6ca697835c16776c196963185e9f26748"
    },
    {
      "storm_id": "237966",
      "lat": 32.9086,
      "lon": -85.5157,
      "motion_east": 4.7,
      "motion_south": 2.1,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1016.0,
      "ebshear": 13.0,
      "srh01": 98.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0629
        },
        {
          "name": "alignment",
          "value": 9.0554
        },
        {
          "name": "tau",
          "value": 1.3103
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1944
      },
      "coherence_score": 1.3103138208389282,
      "coherence_diagnostics": {
        "tau": 1.3103138208389282,
        "grad_tau": 0.4239862263202667,
        "torsion": 0.0,
        "alignment": 9.055416107177734,
        "S_field": 0.31001219153404236,
        "Gamma_field": 0.5987117886543274,
        "S_over_Gamma": 0.5177987217903137,
        "Da": 39.910526275634766,
        "E_coh": 0.569756805896759,
        "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": [
          [
            [
              -85.49,
              32.96
            ],
            [
              -85.45,
              32.93
            ],
            [
              -85.45,
              32.89
            ],
            [
              -85.48,
              32.86
            ],
            [
              -85.51,
              32.85
            ],
            [
              -85.52,
              32.86
            ],
            [
              -85.54,
              32.86
            ],
            [
              -85.56,
              32.88
            ],
            [
              -85.57,
              32.91
            ],
            [
              -85.56,
              32.92
            ],
            [
              -85.56,
              32.94
            ],
            [
              -85.54,
              32.95
            ],
            [
              -85.5,
              32.95
            ],
            [
              -85.49,
              32.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1944,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1a0bb213a55a143ec64d385e3ddb4a6af155ed7c52942f4ffa9c27f161a6508d",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1944,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2d5496f6c42d484c8452b0ed3c3e47b002eb4b741644bcec47c69bc6c6ff125",
        "signature": {
          "alg": "ed25519",
          "sig": "f43a78eb57f389ce65283ddbf3742b5fa52ae0410591d995869acfdb23b7a4a69db0a8056e16f64818f8464c2df9e08c1cf87db0263f2c09da6dffbc71739406"
        }
      },
      "receipt_sha256": "d2d5496f6c42d484c8452b0ed3c3e47b002eb4b741644bcec47c69bc6c6ff125"
    },
    {
      "storm_id": "238028",
      "lat": 30.2613,
      "lon": -84.6127,
      "motion_east": 5.9,
      "motion_south": 2.7,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1721.0,
      "ebshear": 16.0,
      "srh01": 64.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5629
        },
        {
          "name": "alignment",
          "value": -0.9137
        },
        {
          "name": "tau",
          "value": 3.1166
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1929
      },
      "coherence_score": 3.116600275039673,
      "coherence_diagnostics": {
        "tau": 3.116600275039673,
        "grad_tau": 0.8164262771606445,
        "torsion": 0.0,
        "alignment": -0.9137263894081116,
        "S_field": 1.0660336017608643,
        "Gamma_field": 0.20704509317874908,
        "S_over_Gamma": 5.148798942565918,
        "Da": 13.10993766784668,
        "E_coh": 0.9340290427207947,
        "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": [
          [
            [
              -84.65,
              30.35
            ],
            [
              -84.63,
              30.35
            ],
            [
              -84.61,
              30.31
            ],
            [
              -84.58,
              30.28
            ],
            [
              -84.55,
              30.27
            ],
            [
              -84.53,
              30.25
            ],
            [
              -84.53,
              30.21
            ],
            [
              -84.54,
              30.19
            ],
            [
              -84.61,
              30.15
            ],
            [
              -84.64,
              30.15
            ],
            [
              -84.66,
              30.17
            ],
            [
              -84.65,
              30.27
            ],
            [
              -84.68,
              30.3
            ],
            [
              -84.68,
              30.32
            ],
            [
              -84.65,
              30.35
            ]
          ]
        ]
      },
      "raw_probability": 0.1929,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "0823122b65154a9a3318d8abe779ae451267280c86c9dd8109e097e61977b823",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1929,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cdfdb741f88010597fad63fa336dd195e4755842a7fb247f3a8ef191f87fafff",
        "signature": {
          "alg": "ed25519",
          "sig": "b7a7691ab3948407c5f5809c4b8a0505d8384b3dc73d7dfe3443011c6de7ddfac654ecd0d1c8dfc8ba4379e15900cd076c637b2b6f34601e5e012533c93dc403"
        }
      },
      "receipt_sha256": "cdfdb741f88010597fad63fa336dd195e4755842a7fb247f3a8ef191f87fafff"
    },
    {
      "storm_id": "237718",
      "lat": 46.632,
      "lon": -75.0133,
      "motion_east": 8.1,
      "motion_south": -8.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 260.0,
      "ebshear": 11.0,
      "srh01": 86.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0629
        },
        {
          "name": "alignment",
          "value": -7.9249
        },
        {
          "name": "tau",
          "value": 0.4313
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1877
      },
      "coherence_score": 0.4313283860683441,
      "coherence_diagnostics": {
        "tau": 0.4313283860683441,
        "grad_tau": 0.07136526703834534,
        "torsion": 0.0,
        "alignment": -7.924865245819092,
        "S_field": 0.11106812208890915,
        "Gamma_field": 0.3628784418106079,
        "S_over_Gamma": 0.3060752749443054,
        "Da": 23.19137954711914,
        "E_coh": 0.13784290850162506,
        "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": [
          [
            [
              -75.05,
              46.72
            ],
            [
              -74.99,
              46.69
            ],
            [
              -74.97,
              46.65
            ],
            [
              -74.97,
              46.62
            ],
            [
              -74.96,
              46.61
            ],
            [
              -74.96,
              46.54
            ],
            [
              -74.97,
              46.53
            ],
            [
              -74.99,
              46.53
            ],
            [
              -75.03,
              46.56
            ],
            [
              -75.04,
              46.62
            ],
            [
              -75.05,
              46.63
            ],
            [
              -75.05,
              46.67
            ],
            [
              -75.06,
              46.68
            ],
            [
              -75.06,
              46.71
            ],
            [
              -75.05,
              46.72
            ]
          ]
        ]
      },
      "raw_probability": 0.1877,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "14facf3ea457d91ac01a3ab83889435b0e01c6a50465fa17148c2829b2a0d50c",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1877,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac5c6d812661ebf4c6150d751b8f7f63fe6e9dd0a52addd00f4492fbae058b0f",
        "signature": {
          "alg": "ed25519",
          "sig": "fd79008469efb8411b25891152f9b14711fa8b8b7096be5991d3a450cf7008b263d181a31fb673443ce792a1de1fdbe5d8656e5c8f667f45ea3bfd8f90673107"
        }
      },
      "receipt_sha256": "ac5c6d812661ebf4c6150d751b8f7f63fe6e9dd0a52addd00f4492fbae058b0f"
    },
    {
      "storm_id": "237505",
      "lat": 37.3275,
      "lon": -82.875,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 8.0,
      "ebshear": 2.0,
      "srh01": 121.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": -6.6206
        },
        {
          "name": "tau",
          "value": 0.9671
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1858
      },
      "coherence_score": 0.9671393036842346,
      "coherence_diagnostics": {
        "tau": 0.9671393036842346,
        "grad_tau": 0.19534696638584137,
        "torsion": 0.0,
        "alignment": -6.620622634887695,
        "S_field": 0.4065079092979431,
        "Gamma_field": 0.906211793422699,
        "S_over_Gamma": 0.4485793709754944,
        "Da": 57.32332992553711,
        "E_coh": 0.3258129954338074,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.89,
              37.36
            ],
            [
              -82.84,
              37.36
            ],
            [
              -82.83,
              37.33
            ],
            [
              -82.85,
              37.29
            ],
            [
              -82.89,
              37.29
            ],
            [
              -82.9,
              37.3
            ],
            [
              -82.91,
              37.33
            ],
            [
              -82.89,
              37.36
            ]
          ]
        ]
      },
      "raw_probability": 0.1858,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b2983697b29f7ef069c57a26e8c2fb1f46a9e2b8a7c6963a3683869e3a35143c",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1858,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f823d62b5dc7d6973208f1db34e93585c2dbc0f01a0fb4211920eeb53b99f717",
        "signature": {
          "alg": "ed25519",
          "sig": "eb32533059d9a0a4723075d552345b09711900ffa8ce4208c3cae560f1264144b2d7f9887bd0006b7ea38e9c7fc35ecc5c0572d8b282c3f9b34d10332d21ab08"
        }
      },
      "receipt_sha256": "f823d62b5dc7d6973208f1db34e93585c2dbc0f01a0fb4211920eeb53b99f717"
    },
    {
      "storm_id": "237576",
      "lat": 46.88,
      "lon": -75.1373,
      "motion_east": 8.1,
      "motion_south": -8.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 246.0,
      "ebshear": 18.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0629
        },
        {
          "name": "alignment",
          "value": -7.9249
        },
        {
          "name": "tau",
          "value": 0.4313
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1819
      },
      "coherence_score": 0.4313283860683441,
      "coherence_diagnostics": {
        "tau": 0.4313283860683441,
        "grad_tau": 0.07136526703834534,
        "torsion": 0.0,
        "alignment": -7.924865245819092,
        "S_field": 0.11106812208890915,
        "Gamma_field": 0.3628784418106079,
        "S_over_Gamma": 0.3060752749443054,
        "Da": 23.19137954711914,
        "E_coh": 0.13784290850162506,
        "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": [
          [
            [
              -75.16,
              46.92
            ],
            [
              -75.11,
              46.91
            ],
            [
              -75.09,
              46.89
            ],
            [
              -75.09,
              46.85
            ],
            [
              -75.11,
              46.83
            ],
            [
              -75.13,
              46.83
            ],
            [
              -75.16,
              46.85
            ],
            [
              -75.16,
              46.88
            ],
            [
              -75.17,
              46.89
            ],
            [
              -75.17,
              46.91
            ],
            [
              -75.16,
              46.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1819,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "9bc29d2c1cdd379430176928de7460e14a0a62b95f87793ff83de1e11aaf9bb9",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1819,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab72ed2e2d7d8a0b673c0046ddf87b6dfadf7950341a844413435be785c05959",
        "signature": {
          "alg": "ed25519",
          "sig": "c975ba1f9e5250bc1ad3266aa3d593295c2d683100f21d46601fb743a03a871d518bf6ddeedf1a072d46b1dbd45a6ce30195a4e7445daea15ab332749f06fb0d"
        }
      },
      "receipt_sha256": "ab72ed2e2d7d8a0b673c0046ddf87b6dfadf7950341a844413435be785c05959"
    },
    {
      "storm_id": "237986",
      "lat": 32.8733,
      "lon": -92.4525,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1387.0,
      "ebshear": 22.0,
      "srh01": 173.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 173.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8129
        },
        {
          "name": "alignment",
          "value": 9.1881
        },
        {
          "name": "tau",
          "value": 0.462
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1803
      },
      "coherence_score": 0.4620266854763031,
      "coherence_diagnostics": {
        "tau": 0.4620266854763031,
        "grad_tau": 0.11898444592952728,
        "torsion": 0.0,
        "alignment": 9.188051223754883,
        "S_field": 0.6018893122673035,
        "Gamma_field": 1.2678784132003784,
        "S_over_Gamma": 0.47472164034843445,
        "Da": 76.95060729980469,
        "E_coh": 0.5338736176490784,
        "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": [
          [
            [
              -92.51,
              32.92
            ],
            [
              -92.43,
              32.92
            ],
            [
              -92.42,
              32.91
            ],
            [
              -92.44,
              32.89
            ],
            [
              -92.44,
              32.88
            ],
            [
              -92.41,
              32.85
            ],
            [
              -92.4,
              32.85
            ],
            [
              -92.39,
              32.83
            ],
            [
              -92.48,
              32.83
            ],
            [
              -92.49,
              32.84
            ],
            [
              -92.51,
              32.84
            ],
            [
              -92.51,
              32.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1803,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "8cebeadd32529a0a90f8b44e43d095b24a4bcd3fb55cc148b1e3f22934df2e51",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1803,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bfaf5bc62d74b25f76733daf90c20807b821c6a5ab7f8af9ce349c97fd5d864",
        "signature": {
          "alg": "ed25519",
          "sig": "ad7bd46657066ff76a9c6d432d592664eb10e9ddfd979079701ef16642003d8277e55e321db228cadaa8862fad80e41871b3c9be22801ee0fed099cb3dc8b008"
        }
      },
      "receipt_sha256": "6bfaf5bc62d74b25f76733daf90c20807b821c6a5ab7f8af9ce349c97fd5d864"
    },
    {
      "storm_id": "237919",
      "lat": 32.6382,
      "lon": -92.8964,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1112.0,
      "ebshear": 20.0,
      "srh01": 159.0,
      "maxllaz": 0.001,
      "mesh": 0.35,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 159.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8129
        },
        {
          "name": "alignment",
          "value": 9.1881
        },
        {
          "name": "tau",
          "value": 0.462
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1733
      },
      "coherence_score": 0.4620266854763031,
      "coherence_diagnostics": {
        "tau": 0.4620266854763031,
        "grad_tau": 0.11898444592952728,
        "torsion": 0.0,
        "alignment": 9.188051223754883,
        "S_field": 0.6018893122673035,
        "Gamma_field": 1.2678784132003784,
        "S_over_Gamma": 0.47472164034843445,
        "Da": 76.95060729980469,
        "E_coh": 0.5338736176490784,
        "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": [
          [
            [
              -92.95,
              32.68
            ],
            [
              -92.89,
              32.68
            ],
            [
              -92.87,
              32.67
            ],
            [
              -92.85,
              32.65
            ],
            [
              -92.85,
              32.6
            ],
            [
              -92.86,
              32.59
            ],
            [
              -92.88,
              32.6
            ],
            [
              -92.91,
              32.6
            ],
            [
              -92.92,
              32.61
            ],
            [
              -92.93,
              32.66
            ],
            [
              -92.95,
              32.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1733,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "4cd3eb85ce330e77ddf43fdf0361b731f3fffb92edb51630d98a6edacb627840",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1733,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "680a245d1d3ed2a72c73ef90f8c93c20cfc39bd02b0193371f1dfd9553b02059",
        "signature": {
          "alg": "ed25519",
          "sig": "ae0d7a2411dfe695d32c8f4b8eaad111bd130d481bf045c2af510ac94ae5373849002f25aa5e123a6e358b15175de04db5b38659faf74ad492c3f45c4b4b790e"
        }
      },
      "receipt_sha256": "680a245d1d3ed2a72c73ef90f8c93c20cfc39bd02b0193371f1dfd9553b02059"
    },
    {
      "storm_id": "237983",
      "lat": 35.6336,
      "lon": -85.6314,
      "motion_east": 4.7,
      "motion_south": 0.3,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1215.0,
      "ebshear": 25.0,
      "srh01": 189.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 189.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4379
        },
        {
          "name": "alignment",
          "value": 8.4905
        },
        {
          "name": "tau",
          "value": 1.3382
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.171
      },
      "coherence_score": 1.3381708860397339,
      "coherence_diagnostics": {
        "tau": 1.3381708860397339,
        "grad_tau": 0.318925142288208,
        "torsion": 0.0,
        "alignment": 8.490455627441406,
        "S_field": 0.3463771641254425,
        "Gamma_field": 0.35204508900642395,
        "S_over_Gamma": 0.9839000105857849,
        "Da": 19.830671310424805,
        "E_coh": 0.6985273957252502,
        "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": [
          [
            [
              -85.62,
              35.68
            ],
            [
              -85.6,
              35.67
            ],
            [
              -85.56,
              35.67
            ],
            [
              -85.56,
              35.64
            ],
            [
              -85.58,
              35.62
            ],
            [
              -85.58,
              35.61
            ],
            [
              -85.6,
              35.6
            ],
            [
              -85.66,
              35.59
            ],
            [
              -85.67,
              35.58
            ],
            [
              -85.7,
              35.58
            ],
            [
              -85.74,
              35.63
            ],
            [
              -85.69,
              35.66
            ],
            [
              -85.66,
              35.66
            ],
            [
              -85.62,
              35.68
            ]
          ]
        ]
      },
      "raw_probability": 0.171,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "7ca6976907eac316c2fe91e35c598935ad172c2f60ac14d37a34644e8ea07160",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.171,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d88a442040419a734695181c8adfa7074047a7d57c35792038448e78afab1c3d",
        "signature": {
          "alg": "ed25519",
          "sig": "da5a356ebccd522301cd9909dc6c0cd73b62709d900c56f76be9980c820ecfe47152b8327aca8ad84c6e02a801348a5001f6e8499ca31ceab954dc74859db400"
        }
      },
      "receipt_sha256": "d88a442040419a734695181c8adfa7074047a7d57c35792038448e78afab1c3d"
    },
    {
      "storm_id": "237852",
      "lat": 28.9131,
      "lon": -83.4146,
      "motion_east": 5.3,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2583.0,
      "ebshear": 20.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3129
        },
        {
          "name": "alignment",
          "value": -1.3827
        },
        {
          "name": "tau",
          "value": 3.8333
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1615
      },
      "coherence_score": 3.8333492279052734,
      "coherence_diagnostics": {
        "tau": 3.8333492279052734,
        "grad_tau": 0.17669671773910522,
        "torsion": 0.0,
        "alignment": -1.382735252380371,
        "S_field": 1.030073881149292,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 5.340534687042236,
        "Da": 12.380431175231934,
        "E_coh": 0.9699320197105408,
        "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": [
          [
            [
              -83.43,
              28.97
            ],
            [
              -83.34,
              28.97
            ],
            [
              -83.33,
              28.96
            ],
            [
              -83.33,
              28.93
            ],
            [
              -83.34,
              28.91
            ],
            [
              -83.4,
              28.85
            ],
            [
              -83.45,
              28.84
            ],
            [
              -83.46,
              28.85
            ],
            [
              -83.46,
              28.87
            ],
            [
              -83.48,
              28.89
            ],
            [
              -83.48,
              28.91
            ],
            [
              -83.46,
              28.95
            ],
            [
              -83.43,
              28.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1615,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "3a46d79f3bfdfc846ce03cbabc1148e70da5b7b34f58b498de4b586d8cd48af1",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1615,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b1aa61ad8133aad792b37db1754c180a40154e38d60f92bcf2c1ecad6b4903f",
        "signature": {
          "alg": "ed25519",
          "sig": "212564944c4d7bedd687eadb8666efd758aaf839c516f134a649f3b28792ec50651885f8283949b5d7af24e8a246f422abece03033185bf8c29e63cbfd4adc0b"
        }
      },
      "receipt_sha256": "3b1aa61ad8133aad792b37db1754c180a40154e38d60f92bcf2c1ecad6b4903f"
    },
    {
      "storm_id": "238024",
      "lat": 35.4254,
      "lon": -86.1246,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1526.0,
      "ebshear": 28.0,
      "srh01": 142.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 142.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4379
        },
        {
          "name": "alignment",
          "value": 8.4905
        },
        {
          "name": "tau",
          "value": 1.3382
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1548
      },
      "coherence_score": 1.3381708860397339,
      "coherence_diagnostics": {
        "tau": 1.3381708860397339,
        "grad_tau": 0.318925142288208,
        "torsion": 0.0,
        "alignment": 8.490455627441406,
        "S_field": 0.3463771641254425,
        "Gamma_field": 0.35204508900642395,
        "S_over_Gamma": 0.9839000105857849,
        "Da": 19.830671310424805,
        "E_coh": 0.6985273957252502,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.15,
              35.46
            ],
            [
              -86.08,
              35.46
            ],
            [
              -86.09,
              35.44
            ],
            [
              -86.1,
              35.45
            ],
            [
              -86.12,
              35.45
            ],
            [
              -86.13,
              35.44
            ],
            [
              -86.13,
              35.41
            ],
            [
              -86.11,
              35.4
            ],
            [
              -86.11,
              35.39
            ],
            [
              -86.13,
              35.38
            ],
            [
              -86.17,
              35.38
            ],
            [
              -86.15,
              35.41
            ],
            [
              -86.15,
              35.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1548,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "f29896fdec187e7d35b8c7b5920ee77ae6cf8971dad115fd27e4ed1f16828555",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1548,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8564bcfacc98da2e1bf2b2db2eea80cf7c0597aea74d80ab664f2a4e36e21f8f",
        "signature": {
          "alg": "ed25519",
          "sig": "48179ca8cbfe53f49aa62fcae4e4644c201ee94f7b00d8aa439e24494892fbd3b6cdb1bd9ea7f965edbce571d4970c1a6d87ac437ef1a721fc4043eff3d56f00"
        }
      },
      "receipt_sha256": "8564bcfacc98da2e1bf2b2db2eea80cf7c0597aea74d80ab664f2a4e36e21f8f"
    },
    {
      "storm_id": "237830",
      "lat": 30.13,
      "lon": -85.6889,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2565.0,
      "ebshear": 21.0,
      "srh01": 103.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0629
        },
        {
          "name": "alignment",
          "value": 0.8137
        },
        {
          "name": "tau",
          "value": 2.7613
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1499
      },
      "coherence_score": 2.76133131980896,
      "coherence_diagnostics": {
        "tau": 2.76133131980896,
        "grad_tau": 0.9356896877288818,
        "torsion": 0.0,
        "alignment": 0.8137394189834595,
        "S_field": 0.9411077499389648,
        "Gamma_field": 0.21704508364200592,
        "S_over_Gamma": 4.336001396179199,
        "Da": 14.207605361938477,
        "E_coh": 0.932425320148468,
        "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": [
          [
            [
              -85.68,
              30.16
            ],
            [
              -85.66,
              30.15
            ],
            [
              -85.66,
              30.12
            ],
            [
              -85.68,
              30.09
            ],
            [
              -85.71,
              30.09
            ],
            [
              -85.72,
              30.1
            ],
            [
              -85.72,
              30.15
            ],
            [
              -85.69,
              30.15
            ],
            [
              -85.68,
              30.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1499,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "817718fd28fd6d05199c3bf025ebec709a367ce152bc896b18e88fd20b9a9359",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1499,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bdebf995b2cb72101af94329c7df43544977b30035a8f161f46b52e02a45b6b5",
        "signature": {
          "alg": "ed25519",
          "sig": "3c2919d5bb43b91398ebf2081f33cf0f6107c5c3538a368446f4451713a960665c05b524e63436896bdfff00bfaa78df22c6ca9df3fc495b730bf6cd5d51c106"
        }
      },
      "receipt_sha256": "bdebf995b2cb72101af94329c7df43544977b30035a8f161f46b52e02a45b6b5"
    },
    {
      "storm_id": "237848",
      "lat": 29.84,
      "lon": -84.459,
      "motion_east": 8.7,
      "motion_south": 2.5,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2654.0,
      "ebshear": 12.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6879
        },
        {
          "name": "alignment",
          "value": 0.5591
        },
        {
          "name": "tau",
          "value": 3.8334
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1494
      },
      "coherence_score": 3.8334121704101562,
      "coherence_diagnostics": {
        "tau": 3.8334121704101562,
        "grad_tau": 0.24558430910110474,
        "torsion": 0.0,
        "alignment": 0.5590910911560059,
        "S_field": 1.2069154977798462,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 6.25739049911499,
        "Da": 12.439419746398926,
        "E_coh": 0.9692301154136658,
        "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": [
          [
            [
              -84.43,
              29.95
            ],
            [
              -84.4,
              29.94
            ],
            [
              -84.36,
              29.9
            ],
            [
              -84.35,
              29.9
            ],
            [
              -84.35,
              29.85
            ],
            [
              -84.36,
              29.83
            ],
            [
              -84.39,
              29.83
            ],
            [
              -84.45,
              29.8
            ],
            [
              -84.48,
              29.77
            ],
            [
              -84.48,
              29.75
            ],
            [
              -84.52,
              29.74
            ],
            [
              -84.55,
              29.78
            ],
            [
              -84.55,
              29.8
            ],
            [
              -84.56,
              29.81
            ],
            [
              -84.55,
              29.82
            ],
            [
              -84.54,
              29.81
            ],
            [
              -84.49,
              29.81
            ],
            [
              -84.46,
              29.83
            ],
            [
              -84.47,
              29.85
            ],
            [
              -84.47,
              29.92
            ],
            [
              -84.43,
              29.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1494,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "32efc9bfd9a613894dc89600f7873349d47d511be41a4d5ea3864ba129763032",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1494,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9236d1ffa3b5402fb815bcb763763d5cacd99c4ebd3d3e415360de1d77c99a84",
        "signature": {
          "alg": "ed25519",
          "sig": "d46ffb01524b6e7b2642043de37547e3b40ee16990b1e6a103c6de2bcacff2eeebd66c7b4ebb1508589c119f5ca173672b46b9f8fe3fb64053244dd0c4c5710a"
        }
      },
      "receipt_sha256": "9236d1ffa3b5402fb815bcb763763d5cacd99c4ebd3d3e415360de1d77c99a84"
    },
    {
      "storm_id": "237625",
      "lat": 32.4276,
      "lon": -85.644,
      "motion_east": 5.6,
      "motion_south": 1.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1176.0,
      "ebshear": 14.0,
      "srh01": 100.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5629
        },
        {
          "name": "alignment",
          "value": 7.1494
        },
        {
          "name": "tau",
          "value": 0.9884
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1445
      },
      "coherence_score": 0.9884209632873535,
      "coherence_diagnostics": {
        "tau": 0.9884209632873535,
        "grad_tau": 0.2611178457736969,
        "torsion": 0.0,
        "alignment": 7.149364948272705,
        "S_field": 0.25243401527404785,
        "Gamma_field": 0.6137117743492126,
        "S_over_Gamma": 0.4113233983516693,
        "Da": 41.1557731628418,
        "E_coh": 0.6379687786102295,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.65,
              32.59
            ],
            [
              -85.61,
              32.58
            ],
            [
              -85.6,
              32.56
            ],
            [
              -85.6,
              32.53
            ],
            [
              -85.61,
              32.52
            ],
            [
              -85.61,
              32.42
            ],
            [
              -85.6,
              32.41
            ],
            [
              -85.6,
              32.38
            ],
            [
              -85.58,
              32.36
            ],
            [
              -85.55,
              32.3
            ],
            [
              -85.55,
              32.28
            ],
            [
              -85.58,
              32.26
            ],
            [
              -85.63,
              32.28
            ],
            [
              -85.63,
              32.29
            ],
            [
              -85.68,
              32.34
            ],
            [
              -85.68,
              32.36
            ],
            [
              -85.7,
              32.38
            ],
            [
              -85.7,
              32.39
            ],
            [
              -85.73,
              32.42
            ],
            [
              -85.74,
              32.42
            ],
            [
              -85.74,
              32.48
            ],
            [
              -85.71,
              32.49
            ],
            [
              -85.69,
              32.51
            ],
            [
              -85.68,
              32.55
            ],
            [
              -85.65,
              32.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1445,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ec649296af43025c3d5fcf6f69c939a63a85d11daacb639736a6027e3ecde39c",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1445,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17071857bc2a2e7831304d063420c428482268fa438c65ec7b7d07ad14b38bdf",
        "signature": {
          "alg": "ed25519",
          "sig": "609265eb83ff8daf2e0f540eac0b38a2e9debdf3964899757f02c304e450eda0b85c0a4c21d3a3e6d7be3cde844896aa91acb40d45ab928f93a637ba5749ef04"
        }
      },
      "receipt_sha256": "17071857bc2a2e7831304d063420c428482268fa438c65ec7b7d07ad14b38bdf"
    },
    {
      "storm_id": "237794",
      "lat": 30.5289,
      "lon": -85.6622,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3075.0,
      "ebshear": 15.0,
      "srh01": 97.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0629
        },
        {
          "name": "alignment",
          "value": 0.8137
        },
        {
          "name": "tau",
          "value": 2.7613
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1411
      },
      "coherence_score": 2.76133131980896,
      "coherence_diagnostics": {
        "tau": 2.76133131980896,
        "grad_tau": 0.9356896877288818,
        "torsion": 0.0,
        "alignment": 0.8137394189834595,
        "S_field": 0.9411077499389648,
        "Gamma_field": 0.21704508364200592,
        "S_over_Gamma": 4.336001396179199,
        "Da": 14.207605361938477,
        "E_coh": 0.932425320148468,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.67,
              30.57
            ],
            [
              -85.63,
              30.56
            ],
            [
              -85.63,
              30.53
            ],
            [
              -85.64,
              30.52
            ],
            [
              -85.64,
              30.5
            ],
            [
              -85.68,
              30.48
            ],
            [
              -85.7,
              30.5
            ],
            [
              -85.7,
              30.53
            ],
            [
              -85.67,
              30.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1411,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "f494b086ab52ef56afdaa408227247a9b6abf2cc16fa2229ac4f5a5f1e8fc238",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1411,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4593d4f103f16f6d340f1b8bb48feb3f2ab38b6ccb087f6623ce67cfe15a609",
        "signature": {
          "alg": "ed25519",
          "sig": "ca92c7274da1f7ec24b88be132386a31ca4ee5917641b9f0227b955c1c5f448758b51c607519aa57202e392f006a0b9ec0500a55ab6d7497101e0e4a5d11ed06"
        }
      },
      "receipt_sha256": "d4593d4f103f16f6d340f1b8bb48feb3f2ab38b6ccb087f6623ce67cfe15a609"
    },
    {
      "storm_id": "237970",
      "lat": 29.5586,
      "lon": -84.4964,
      "motion_east": 6.5,
      "motion_south": 0.4,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2540.0,
      "ebshear": 21.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6879
        },
        {
          "name": "alignment",
          "value": 0.5591
        },
        {
          "name": "tau",
          "value": 3.8334
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1389
      },
      "coherence_score": 3.8334121704101562,
      "coherence_diagnostics": {
        "tau": 3.8334121704101562,
        "grad_tau": 0.24558430910110474,
        "torsion": 0.0,
        "alignment": 0.5590910911560059,
        "S_field": 1.2069154977798462,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 6.25739049911499,
        "Da": 12.439419746398926,
        "E_coh": 0.9692301154136658,
        "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": [
          [
            [
              -84.54,
              29.61
            ],
            [
              -84.5,
              29.61
            ],
            [
              -84.49,
              29.6
            ],
            [
              -84.46,
              29.6
            ],
            [
              -84.44,
              29.59
            ],
            [
              -84.41,
              29.53
            ],
            [
              -84.42,
              29.52
            ],
            [
              -84.42,
              29.5
            ],
            [
              -84.46,
              29.48
            ],
            [
              -84.54,
              29.48
            ],
            [
              -84.58,
              29.53
            ],
            [
              -84.58,
              29.57
            ],
            [
              -84.57,
              29.59
            ],
            [
              -84.54,
              29.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1389,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "826396ce361e2b0af6da15289d0170f9ac7123964674fa7deca924720075d620",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1389,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9174969114a449d556efdceb5783a0a053af04631db5c89e01c819dbf5a2a88",
        "signature": {
          "alg": "ed25519",
          "sig": "f6550d5715050ee8784ca1b4bb75374fbfd90d0590831d9b174076b2905ef6c854de7ecb5a81c20f1bf744314a51a44777c0d3c0ad377fef63916015ba33860d"
        }
      },
      "receipt_sha256": "d9174969114a449d556efdceb5783a0a053af04631db5c89e01c819dbf5a2a88"
    },
    {
      "storm_id": "237762",
      "lat": 29.4346,
      "lon": -84.2723,
      "motion_east": 6.4,
      "motion_south": 0.1,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3444.0,
      "ebshear": 19.0,
      "srh01": 42.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6879
        },
        {
          "name": "alignment",
          "value": 0.5591
        },
        {
          "name": "tau",
          "value": 3.8334
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1387
      },
      "coherence_score": 3.8334121704101562,
      "coherence_diagnostics": {
        "tau": 3.8334121704101562,
        "grad_tau": 0.24558430910110474,
        "torsion": 0.0,
        "alignment": 0.5590910911560059,
        "S_field": 1.2069154977798462,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 6.25739049911499,
        "Da": 12.439419746398926,
        "E_coh": 0.9692301154136658,
        "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": [
          [
            [
              -84.28,
              29.51
            ],
            [
              -84.23,
              29.51
            ],
            [
              -84.18,
              29.46
            ],
            [
              -84.18,
              29.45
            ],
            [
              -84.19,
              29.44
            ],
            [
              -84.19,
              29.41
            ],
            [
              -84.25,
              29.35
            ],
            [
              -84.31,
              29.34
            ],
            [
              -84.33,
              29.35
            ],
            [
              -84.38,
              29.4
            ],
            [
              -84.38,
              29.45
            ],
            [
              -84.36,
              29.47
            ],
            [
              -84.28,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1387,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "dfd3358bda8a2b2180e5ada412245e13135098835552528b5ea21aa043f893c3",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1387,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90c01a7ce103ab277c1606e4c9761b281874f0608d2254bc5958d67463977c21",
        "signature": {
          "alg": "ed25519",
          "sig": "16546e6692275a1a5a468f286559878499feee0a223a0848c0ba2c09835161f48eb1208769f4cf58e6b939fa5dc748d3c4a8bed93b2c14a3cc617e647be6020a"
        }
      },
      "receipt_sha256": "90c01a7ce103ab277c1606e4c9761b281874f0608d2254bc5958d67463977c21"
    },
    {
      "storm_id": "238039",
      "lat": 30.419,
      "lon": -85.627,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2983.0,
      "ebshear": 16.0,
      "srh01": 116.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0629
        },
        {
          "name": "alignment",
          "value": 0.8137
        },
        {
          "name": "tau",
          "value": 2.7613
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1365
      },
      "coherence_score": 2.76133131980896,
      "coherence_diagnostics": {
        "tau": 2.76133131980896,
        "grad_tau": 0.9356896877288818,
        "torsion": 0.0,
        "alignment": 0.8137394189834595,
        "S_field": 0.9411077499389648,
        "Gamma_field": 0.21704508364200592,
        "S_over_Gamma": 4.336001396179199,
        "Da": 14.207605361938477,
        "E_coh": 0.932425320148468,
        "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": [
          [
            [
              -85.67,
              30.45
            ],
            [
              -85.59,
              30.45
            ],
            [
              -85.59,
              30.42
            ],
            [
              -85.58,
              30.41
            ],
            [
              -85.59,
              30.39
            ],
            [
              -85.6,
              30.38
            ],
            [
              -85.65,
              30.39
            ],
            [
              -85.65,
              30.41
            ],
            [
              -85.68,
              30.44
            ],
            [
              -85.67,
              30.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1365,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "82dfe9424f644e811328e99d6f2ee04a1c63e19cdf9a2d5b71b2c85912ee68b6",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1365,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa86c49b1c64e73c05767d2138d425f37c2953d1be9e8d2e09c978ca9ec287ee",
        "signature": {
          "alg": "ed25519",
          "sig": "aa375699e3b876eb46a844f4d6fbefaf9ddf73f31434bb318da87e045a2c53f46f2de6c6d684cf6f1fb95da59c52652a6543b31711903651cca1e09532ea4d0e"
        }
      },
      "receipt_sha256": "aa86c49b1c64e73c05767d2138d425f37c2953d1be9e8d2e09c978ca9ec287ee"
    },
    {
      "storm_id": "237704",
      "lat": 35.6121,
      "lon": -86.66,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1575.0,
      "ebshear": 31.0,
      "srh01": 199.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 199.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8129
        },
        {
          "name": "alignment",
          "value": 9.2108
        },
        {
          "name": "tau",
          "value": 1.0543
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1273
      },
      "coherence_score": 1.0542519092559814,
      "coherence_diagnostics": {
        "tau": 1.0542519092559814,
        "grad_tau": 0.27827388048171997,
        "torsion": 0.0,
        "alignment": 9.210794448852539,
        "S_field": 0.12414032220840454,
        "Gamma_field": 0.2028784155845642,
        "S_over_Gamma": 0.6118951439857483,
        "Da": 11.004019737243652,
        "E_coh": 0.38159915804862976,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.63,
              35.67
            ],
            [
              -86.59,
              35.67
            ],
            [
              -86.57,
              35.65
            ],
            [
              -86.56,
              35.65
            ],
            [
              -86.56,
              35.61
            ],
            [
              -86.6,
              35.58
            ],
            [
              -86.62,
              35.58
            ],
            [
              -86.63,
              35.57
            ],
            [
              -86.7,
              35.57
            ],
            [
              -86.72,
              35.55
            ],
            [
              -86.73,
              35.55
            ],
            [
              -86.72,
              35.58
            ],
            [
              -86.73,
              35.59
            ],
            [
              -86.75,
              35.59
            ],
            [
              -86.72,
              35.61
            ],
            [
              -86.71,
              35.64
            ],
            [
              -86.7,
              35.65
            ],
            [
              -86.67,
              35.65
            ],
            [
              -86.63,
              35.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1273,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "8ceea9bf9e7bb28cf2e7368e1cbef29ea0d451a26c3c03f1c48bfb632c78954b",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1273,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ced789700e6b5004cbf5083322eceac486b508f5b8b5316ecb21d3036af2967",
        "signature": {
          "alg": "ed25519",
          "sig": "3bcfff1237dd36a287658e50333bdeb8e5810f8df702b2c7e51b3ebaf684951169746876dd4670f73ca13bc1fab063207cd541ec335216bce53e2b13070f0a0b"
        }
      },
      "receipt_sha256": "5ced789700e6b5004cbf5083322eceac486b508f5b8b5316ecb21d3036af2967"
    },
    {
      "storm_id": "237538",
      "lat": 41.32,
      "lon": -88.0913,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 131.0,
      "ebshear": 16.0,
      "srh01": 145.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9379
        },
        {
          "name": "alignment",
          "value": 9.1141
        },
        {
          "name": "tau",
          "value": 1.1362
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1269
      },
      "coherence_score": 1.1361864805221558,
      "coherence_diagnostics": {
        "tau": 1.1361864805221558,
        "grad_tau": 0.064742311835289,
        "torsion": 0.0,
        "alignment": 9.114068984985352,
        "S_field": 0.17776021361351013,
        "Gamma_field": 0.1703784167766571,
        "S_over_Gamma": 1.0433259010314941,
        "Da": 9.652311325073242,
        "E_coh": 0.5793803930282593,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.11,
              41.35
            ],
            [
              -88.07,
              41.34
            ],
            [
              -88.07,
              41.31
            ],
            [
              -88.06,
              41.3
            ],
            [
              -88.07,
              41.29
            ],
            [
              -88.12,
              41.28
            ],
            [
              -88.12,
              41.34
            ],
            [
              -88.11,
              41.35
            ]
          ]
        ]
      },
      "raw_probability": 0.1269,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "d266135701e01fe5b84f4c27942ac2fc9dd597cb0bc614321cb21686ba5a6075",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1269,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a32c42d512843aa080a5615f0188d238e605c7af3a610edc4d724fa1964a31da",
        "signature": {
          "alg": "ed25519",
          "sig": "cec7ee4e446a0a66d9b58ea39731e7b5e9847c8e4b2d485b77769840398efa905b43d4646b40748fc69854602857e6ba1cb021530d37771097cb89410bb1c106"
        }
      },
      "receipt_sha256": "a32c42d512843aa080a5615f0188d238e605c7af3a610edc4d724fa1964a31da"
    },
    {
      "storm_id": "238012",
      "lat": 30.2527,
      "lon": -84.4246,
      "motion_east": 6.1,
      "motion_south": 1.9,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1995.0,
      "ebshear": 12.0,
      "srh01": 45.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5629
        },
        {
          "name": "alignment",
          "value": 0.6775
        },
        {
          "name": "tau",
          "value": 3.44
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1263
      },
      "coherence_score": 3.440000534057617,
      "coherence_diagnostics": {
        "tau": 3.440000534057617,
        "grad_tau": 0.649631917476654,
        "torsion": 0.0,
        "alignment": 0.6775235533714294,
        "S_field": 1.2255009412765503,
        "Gamma_field": 0.21037842333316803,
        "S_over_Gamma": 5.825221538543701,
        "Da": 13.636392593383789,
        "E_coh": 0.974504828453064,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.72,
              30.54
            ],
            [
              -84.7,
              30.52
            ],
            [
              -84.65,
              30.52
            ],
            [
              -84.56,
              30.44
            ],
            [
              -84.52,
              30.45
            ],
            [
              -84.43,
              30.37
            ],
            [
              -84.42,
              30.34
            ],
            [
              -84.39,
              30.31
            ],
            [
              -84.38,
              30.31
            ],
            [
              -84.34,
              30.27
            ],
            [
              -84.29,
              30.25
            ],
            [
              -84.25,
              30.21
            ],
            [
              -84.25,
              30.18
            ],
            [
              -84.26,
              30.17
            ],
            [
              -84.25,
              30.14
            ],
            [
              -84.26,
              30.14
            ],
            [
              -84.29,
              30.11
            ],
            [
              -84.29,
              30.09
            ],
            [
              -84.26,
              30.07
            ],
            [
              -84.24,
              30.07
            ],
            [
              -84.25,
              30.06
            ],
            [
              -84.28,
              30.06
            ],
            [
              -84.3,
              30.04
            ],
            [
              -84.3,
              30.01
            ],
            [
              -84.32,
              30.01
            ],
            [
              -84.35,
              30.04
            ],
            [
              -84.39,
              30.06
            ],
            [
              -84.39,
              30.13
            ],
            [
              -84.36,
              30.16
            ],
            [
              -84.36,
              30.18
            ],
            [
              -84.39,
              30.21
            ],
            [
              -84.46,
              30.21
            ],
            [
              -84.5,
              30.28
            ],
            [
              -84.51,
              30.33
            ],
            [
              -84.55,
              30.37
            ],
            [
              -84.57,
              30.37
            ],
            [
              -84.61,
              30.41
            ],
            [
              -84.65,
              30.42
            ],
            [
              -84.7,
              30.47
            ],
            [
              -84.7,
              30.5
            ],
            [
              -84.72,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1263,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "6e87ab1264b8d255fba894de9e2b3a9314fcd2bfa5ecc32734ef8b61321852e3",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1263,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b0ad357898eb27ee54b1e0f2f1601193788e161ede54f3da8f8728a8234fe2d7",
        "signature": {
          "alg": "ed25519",
          "sig": "aef129adab92d7635f495a7a2312d82eae6482feabb008bc4c2b06d11160a6d032aa9c94bde5a1e25d9bfd727013034d35a3a9d1652eabb374564f139cbfd007"
        }
      },
      "receipt_sha256": "b0ad357898eb27ee54b1e0f2f1601193788e161ede54f3da8f8728a8234fe2d7"
    },
    {
      "storm_id": "237597",
      "lat": 29.296,
      "lon": -84.769,
      "motion_east": 6.1,
      "motion_south": 0.4,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2700.0,
      "ebshear": 19.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5629
        },
        {
          "name": "alignment",
          "value": 1.047
        },
        {
          "name": "tau",
          "value": 3.8522
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1244
      },
      "coherence_score": 3.8522372245788574,
      "coherence_diagnostics": {
        "tau": 3.8522372245788574,
        "grad_tau": 0.10876110196113586,
        "torsion": 0.0,
        "alignment": 1.047025203704834,
        "S_field": 1.0993616580963135,
        "Gamma_field": 0.19954508543014526,
        "S_over_Gamma": 5.509339809417725,
        "Da": 12.592207908630371,
        "E_coh": 0.9763267040252686,
        "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": [
          [
            [
              -84.77,
              29.34
            ],
            [
              -84.72,
              29.34
            ],
            [
              -84.71,
              29.33
            ],
            [
              -84.71,
              29.28
            ],
            [
              -84.78,
              29.23
            ],
            [
              -84.81,
              29.23
            ],
            [
              -84.83,
              29.26
            ],
            [
              -84.8,
              29.29
            ],
            [
              -84.79,
              29.32
            ],
            [
              -84.77,
              29.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1244,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b79ad5908effc0b1cfbe3e527b672a6ce991fb467067ceb6af20f7a94c2f6d79",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1244,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e16750be48af2596f0b0bb239fd1f088cbd7e3306510942b93c8629dd4bfea7",
        "signature": {
          "alg": "ed25519",
          "sig": "81ae88727d7e12888c2c81823e35108c94c58c300f3f346e26c496827de1742e3b38216f5d811cc3a8f6e5a9510a1bc6879a0c66b089c98b60f6da4a9a09a002"
        }
      },
      "receipt_sha256": "5e16750be48af2596f0b0bb239fd1f088cbd7e3306510942b93c8629dd4bfea7"
    },
    {
      "storm_id": "237927",
      "lat": 41.1178,
      "lon": -89.0489,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 204.0,
      "ebshear": 15.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1879
        },
        {
          "name": "alignment",
          "value": 16.0131
        },
        {
          "name": "tau",
          "value": 1.1713
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1239
      },
      "coherence_score": 1.171326756477356,
      "coherence_diagnostics": {
        "tau": 1.171326756477356,
        "grad_tau": 0.08035851269960403,
        "torsion": 0.0,
        "alignment": 16.01311492919922,
        "S_field": 0.14124752581119537,
        "Gamma_field": 0.17121174931526184,
        "S_over_Gamma": 0.8249873518943787,
        "Da": 8.974202156066895,
        "E_coh": 0.7405862212181091,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.07,
              41.15
            ],
            [
              -89.03,
              41.15
            ],
            [
              -89.01,
              41.14
            ],
            [
              -89.01,
              41.11
            ],
            [
              -89.03,
              41.07
            ],
            [
              -89.06,
              41.07
            ],
            [
              -89.08,
              41.08
            ],
            [
              -89.08,
              41.14
            ],
            [
              -89.07,
              41.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1239,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "7ebe1a31bc00f2dfb95ec8c1cbbfeb372ef28b3e70a2c40be5a4bb0793019c70",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1239,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e7b14d7b8dc5eedd58f4a2ac71f8fc6e3c88da2ff6527b0003c626057156da9a",
        "signature": {
          "alg": "ed25519",
          "sig": "d308e78199688d66f201df5fe958fff291f0d18e09816c24b988ff8e53ba6a9f45d70905df232eab7d39a8743a92b6ba2f7702301d05c5283ba76f39e4c48d04"
        }
      },
      "receipt_sha256": "e7b14d7b8dc5eedd58f4a2ac71f8fc6e3c88da2ff6527b0003c626057156da9a"
    },
    {
      "storm_id": "237971",
      "lat": 29.3781,
      "lon": -84.905,
      "motion_east": 5.2,
      "motion_south": 0.6,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2913.0,
      "ebshear": 20.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9379
        },
        {
          "name": "alignment",
          "value": 0.7576
        },
        {
          "name": "tau",
          "value": 3.6581
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1238
      },
      "coherence_score": 3.6580984592437744,
      "coherence_diagnostics": {
        "tau": 3.6580984592437744,
        "grad_tau": 0.41731923818588257,
        "torsion": 0.0,
        "alignment": 0.7575729489326477,
        "S_field": 1.0928696393966675,
        "Gamma_field": 0.1978784203529358,
        "S_over_Gamma": 5.522934913635254,
        "Da": 12.566734313964844,
        "E_coh": 0.9495609402656555,
        "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": [
          [
            [
              -84.93,
              29.41
            ],
            [
              -84.91,
              29.41
            ],
            [
              -84.9,
              29.4
            ],
            [
              -84.8,
              29.4
            ],
            [
              -84.81,
              29.39
            ],
            [
              -84.84,
              29.39
            ],
            [
              -84.86,
              29.37
            ],
            [
              -84.86,
              29.34
            ],
            [
              -84.9,
              29.34
            ],
            [
              -84.91,
              29.33
            ],
            [
              -84.96,
              29.33
            ],
            [
              -84.98,
              29.34
            ],
            [
              -84.98,
              29.39
            ],
            [
              -84.97,
              29.4
            ],
            [
              -84.94,
              29.4
            ],
            [
              -84.93,
              29.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1238,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "e0827d0dd028eb19978dea9fe707e3851f784bec3b91ab649d6257e007937c84",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1238,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70ec118cec939a6f0934d2f51bb93251d5a062961836c78e09f95f6cc6501c8e",
        "signature": {
          "alg": "ed25519",
          "sig": "2aff23f991efffea60948a5922bdc563180180be4bce528a8b2473be3ec40238743ac7025b4f203ef11f83925c4935e5ed921fd439c3bf9e5499fcb79cc62f0d"
        }
      },
      "receipt_sha256": "70ec118cec939a6f0934d2f51bb93251d5a062961836c78e09f95f6cc6501c8e"
    },
    {
      "storm_id": "237907",
      "lat": 30.1109,
      "lon": -82.2682,
      "motion_east": 4.9,
      "motion_south": 0.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2346.0,
      "ebshear": 13.0,
      "srh01": 58.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.6879
        },
        {
          "name": "alignment",
          "value": 0.3859
        },
        {
          "name": "tau",
          "value": 3.4238
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.119
      },
      "coherence_score": 3.4238133430480957,
      "coherence_diagnostics": {
        "tau": 3.4238133430480957,
        "grad_tau": 0.48644858598709106,
        "torsion": 0.0,
        "alignment": 0.38592302799224854,
        "S_field": 0.8637340664863586,
        "Gamma_field": 0.18287841975688934,
        "S_over_Gamma": 4.722996234893799,
        "Da": 12.177587509155273,
        "E_coh": 0.9218911528587341,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.39,
              30.32
            ],
            [
              -82.38,
              30.32
            ],
            [
              -82.38,
              30.31
            ],
            [
              -82.37,
              30.3
            ],
            [
              -82.36,
              30.3
            ],
            [
              -82.37,
              30.3
            ],
            [
              -82.38,
              30.29
            ],
            [
              -82.37,
              30.28
            ],
            [
              -82.36,
              30.27
            ],
            [
              -82.35,
              30.27
            ],
            [
              -82.34,
              30.27
            ],
            [
              -82.33,
              30.27
            ],
            [
              -82.32,
              30.27
            ],
            [
              -82.31,
              30.27
            ],
            [
              -82.3,
              30.27
            ],
            [
              -82.3,
              30.26
            ],
            [
              -82.29,
              30.25
            ],
            [
              -82.28,
              30.25
            ],
            [
              -82.27,
              30.24
            ],
            [
              -82.26,
              30.24
            ],
            [
              -82.25,
              30.25
            ],
            [
              -82.25,
              30.26
            ],
            [
              -82.24,
              30.26
            ],
            [
              -82.24,
              30.25
            ],
            [
              -82.24,
              30.24
            ],
            [
              -82.24,
              30.23
            ],
            [
              -82.24,
              30.22
            ],
            [
              -82.25,
              30.21
            ],
            [
              -82.25,
              30.2
            ],
            [
              -82.25,
              30.19
            ],
            [
              -82.25,
              30.18
            ],
            [
              -82.24,
              30.17
            ],
            [
              -82.23,
              30.16
            ],
            [
              -82.22,
              30.16
            ],
            [
              -82.21,
              30.15
            ],
            [
              -82.2,
              30.15
            ],
            [
              -82.2,
              30.14
            ],
            [
              -82.19,
              30.13
            ],
            [
              -82.19,
              30.12
            ],
            [
              -82.19,
              30.11
            ],
            [
              -82.19,
              30.1
            ],
            [
              -82.2,
              30.09
            ],
            [
              -82.2,
              30.08
            ],
            [
              -82.2,
              30.07
            ],
            [
              -82.2,
              30.06
            ],
            [
              -82.19,
              30.05
            ],
            [
              -82.18,
              30.05
            ],
            [
              -82.17,
              30.05
            ],
            [
              -82.16,
              30.05
            ],
            [
              -82.15,
              30.06
            ],
            [
              -82.14,
              30.05
            ],
            [
              -82.13,
              30.06
            ],
            [
              -82.12,
              30.07
            ],
            [
              -82.11,
              30.07
            ],
            [
              -82.1,
              30.07
            ],
            [
              -82.1,
              30.06
            ],
            [
              -82.1,
              30.05
            ],
            [
              -82.11,
              30.04
            ],
            [
              -82.1,
              30.03
            ],
            [
              -82.1,
              30.02
            ],
            [
              -82.1,
              30.01
            ],
            [
              -82.09,
              30.0
            ],
            [
              -82.09,
              29.99
            ],
            [
              -82.1,
              29.99
            ],
            [
              -82.11,
              29.98
            ],
            [
              -82.12,
              29.97
            ],
            [
              -82.13,
              29.97
            ],
            [
              -82.14,
              29.98
            ],
            [
              -82.15,
              29.97
            ],
            [
              -82.16,
              29.97
            ],
            [
              -82.17,
              29.97
            ],
            [
              -82.18,
              29.97
            ],
            [
              -82.19,
              29.98
            ],
            [
              -82.2,
              29.98
            ],
            [
              -82.2,
              29.99
            ],
            [
              -82.2,
              30.0
            ],
            [
              -82.2,
              30.01
            ],
            [
              -82.21,
              30.02
            ],
            [
              -82.22,
              30.02
            ],
            [
              -82.23,
              30.02
            ],
            [
              -82.24,
              30.02
            ],
            [
              -82.25,
              30.02
            ],
            [
              -82.26,
              30.02
            ],
            [
              -82.27,
              30.01
            ],
            [
              -82.27,
              30.0
            ],
            [
              -82.28,
              29.99
            ],
            [
              -82.29,
              29.98
            ],
            [
              -82.29,
              29.97
            ],
            [
              -82.3,
              29.96
            ],
            [
              -82.3,
              29.95
            ],
            [
              -82.31,
              29.94
            ],
            [
              -82.31,
              29.93
            ],
            [
              -82.32,
              29.93
            ],
            [
              -82.33,
              29.93
            ],
            [
              -82.34,
              29.93
            ],
            [
              -82.35,
              29.94
            ],
            [
              -82.36,
              29.94
            ],
            [
              -82.37,
              29.95
            ],
            [
              -82.37,
              29.96
            ],
            [
              -82.37,
              29.97
            ],
            [
              -82.38,
              29.98
            ],
            [
              -82.38,
              29.99
            ],
            [
              -82.37,
              30.0
            ],
            [
              -82.37,
              30.01
            ],
            [
              -82.37,
              30.02
            ],
            [
              -82.37,
              30.03
            ],
            [
              -82.36,
              30.04
            ],
            [
              -82.36,
              30.05
            ],
            [
              -82.36,
              30.06
            ],
            [
              -82.35,
              30.07
            ],
            [
              -82.34,
              30.07
            ],
            [
              -82.33,
              30.08
            ],
            [
              -82.32,
              30.09
            ],
            [
              -82.32,
              30.1
            ],
            [
              -82.32,
              30.11
            ],
            [
              -82.31,
              30.12
            ],
            [
              -82.3,
              30.13
            ],
            [
              -82.3,
              30.14
            ],
            [
              -82.3,
              30.15
            ],
            [
              -82.31,
              30.16
            ],
            [
              -82.32,
              30.17
            ],
            [
              -82.33,
              30.17
            ],
            [
              -82.34,
              30.18
            ],
            [
              -82.35,
              30.18
            ],
            [
              -82.36,
              30.19
            ],
            [
              -82.36,
              30.2
            ],
            [
              -82.36,
              30.21
            ],
            [
              -82.37,
              30.22
            ],
            [
              -82.37,
              30.23
            ],
            [
              -82.38,
              30.24
            ],
            [
              -82.38,
              30.25
            ],
            [
              -82.38,
              30.26
            ],
            [
              -82.38,
              30.27
            ],
            [
              -82.37,
              30.28
            ],
            [
              -82.38,
              30.29
            ],
            [
              -82.38,
              30.3
            ],
            [
              -82.39,
              30.31
            ],
            [
              -82.39,
              30.32
            ]
          ]
        ]
      },
      "raw_probability": 0.119,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "9b8c527dcd64817310f881352cb68d439b7aff17e81997b95d6f07707f63523f",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.119,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d07b3914bc527531d14d75234df860948452acacd9f381e33a00a9da343477b3",
        "signature": {
          "alg": "ed25519",
          "sig": "6f45529c837817f8893cd72a6fd6afdb5706c7df8fb8826ee51f0f66c6e40dca29b3035e4b09debf9a964537b75a8f655ca3fa590d5236ac7c19a32265b74401"
        }
      },
      "receipt_sha256": "d07b3914bc527531d14d75234df860948452acacd9f381e33a00a9da343477b3"
    },
    {
      "storm_id": "237805",
      "lat": 41.4746,
      "lon": -87.6808,
      "motion_east": 4.0,
      "motion_south": 0.6,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 171.0,
      "ebshear": 15.0,
      "srh01": 97.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9379
        },
        {
          "name": "alignment",
          "value": 9.1141
        },
        {
          "name": "tau",
          "value": 1.1362
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1184
      },
      "coherence_score": 1.1361864805221558,
      "coherence_diagnostics": {
        "tau": 1.1361864805221558,
        "grad_tau": 0.064742311835289,
        "torsion": 0.0,
        "alignment": 9.114068984985352,
        "S_field": 0.17776021361351013,
        "Gamma_field": 0.1703784167766571,
        "S_over_Gamma": 1.0433259010314941,
        "Da": 9.652311325073242,
        "E_coh": 0.5793803930282593,
        "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": [
          [
            [
              -87.62,
              41.53
            ],
            [
              -87.6,
              41.53
            ],
            [
              -87.6,
              41.48
            ],
            [
              -87.68,
              41.44
            ],
            [
              -87.7,
              41.42
            ],
            [
              -87.7,
              41.41
            ],
            [
              -87.76,
              41.41
            ],
            [
              -87.77,
              41.42
            ],
            [
              -87.79,
              41.49
            ],
            [
              -87.69,
              41.49
            ],
            [
              -87.67,
              41.51
            ],
            [
              -87.65,
              41.51
            ],
            [
              -87.62,
              41.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1184,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ee311c728a7752f48b226851b9f2984e5654df4a75655a1d2c9d5f2b5b336e73",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1184,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f448b16feb5e2d3ee9f2192a592a1621bb367c9f138f3dd26cf1e38b30c5250",
        "signature": {
          "alg": "ed25519",
          "sig": "0c7181d76df05883bd77f9047fb251a4c4bcc544f7e9d1dfd50c44b455c0b902fe03e21530a2df4ce5a18b7babf9ab9fd82a6d28f15c449af3687b36f5a0b30a"
        }
      },
      "receipt_sha256": "5f448b16feb5e2d3ee9f2192a592a1621bb367c9f138f3dd26cf1e38b30c5250"
    },
    {
      "storm_id": "237908",
      "lat": 29.422,
      "lon": -82.365,
      "motion_east": 3.8,
      "motion_south": 4.4,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1681.0,
      "ebshear": 17.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9379
        },
        {
          "name": "alignment",
          "value": -0.7162
        },
        {
          "name": "tau",
          "value": 3.738
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1181
      },
      "coherence_score": 3.7379603385925293,
      "coherence_diagnostics": {
        "tau": 3.7379603385925293,
        "grad_tau": 0.20818626880645752,
        "torsion": 0.0,
        "alignment": -0.716177225112915,
        "S_field": 1.125601053237915,
        "Gamma_field": 0.18704508244991302,
        "S_over_Gamma": 6.017806053161621,
        "Da": 12.585906982421875,
        "E_coh": 0.9707746505737305,
        "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": [
          [
            [
              -82.39,
              29.49
            ],
            [
              -82.36,
              29.49
            ],
            [
              -82.35,
              29.46
            ],
            [
              -82.33,
              29.44
            ],
            [
              -82.31,
              29.44
            ],
            [
              -82.33,
              29.43
            ],
            [
              -82.3,
              29.41
            ],
            [
              -82.3,
              29.39
            ],
            [
              -82.29,
              29.38
            ],
            [
              -82.3,
              29.37
            ],
            [
              -82.34,
              29.36
            ],
            [
              -82.35,
              29.35
            ],
            [
              -82.36,
              29.36
            ],
            [
              -82.42,
              29.37
            ],
            [
              -82.45,
              29.4
            ],
            [
              -82.45,
              29.42
            ],
            [
              -82.46,
              29.43
            ],
            [
              -82.42,
              29.48
            ],
            [
              -82.4,
              29.48
            ],
            [
              -82.39,
              29.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1181,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ee2b455c89944c504a6f8a11ad1e1a8836004adb9a2306efea1f6557eca60730",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1181,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f46464bb99a287631a6734435775a55faf0ee4c73dad2c3683057f7e3331227d",
        "signature": {
          "alg": "ed25519",
          "sig": "47aa0bcbf34b66d3eb63ed695c846dd748e0c46e22989e85cdc350fe769ddb3d8c8510c8e7d60e8c66b8a42ba1d116c4ce9253179ffc8c4e2be63f51d1418804"
        }
      },
      "receipt_sha256": "f46464bb99a287631a6734435775a55faf0ee4c73dad2c3683057f7e3331227d"
    },
    {
      "storm_id": "238029",
      "lat": 29.4767,
      "lon": -83.2956,
      "motion_east": 5.1,
      "motion_south": 0.2,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2410.0,
      "ebshear": 24.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5629
        },
        {
          "name": "alignment",
          "value": -0.1933
        },
        {
          "name": "tau",
          "value": 3.8731
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1145
      },
      "coherence_score": 3.8730568885803223,
      "coherence_diagnostics": {
        "tau": 3.8730568885803223,
        "grad_tau": 0.10343968123197556,
        "torsion": 0.0,
        "alignment": -0.19330954551696777,
        "S_field": 1.1679860353469849,
        "Gamma_field": 0.19204507768154144,
        "S_over_Gamma": 6.0818328857421875,
        "Da": 12.527812004089355,
        "E_coh": 0.9717432856559753,
        "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": [
          [
            [
              -83.32,
              29.51
            ],
            [
              -83.28,
              29.51
            ],
            [
              -83.25,
              29.48
            ],
            [
              -83.25,
              29.45
            ],
            [
              -83.26,
              29.44
            ],
            [
              -83.32,
              29.44
            ],
            [
              -83.33,
              29.45
            ],
            [
              -83.33,
              29.5
            ],
            [
              -83.32,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1145,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "5d10cc00674ffe00314d834a411840b5a19b25306d19ce68b7b921f786ca81c3",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1145,
        "probability": 0.00196,
        "confidence_lo": 0.001932,
        "confidence_hi": 0.00196,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5531a0f2eddfb743e16e8083ffe3184c013482ef5b16cf81104fc1546443fcb1",
        "signature": {
          "alg": "ed25519",
          "sig": "aa88183e36720dd790abdaede35de6f1018d26e2eb8e444952f1810110e292a3d1d7c843bc520c2eaf8cef9f1ba079afe873d55bd212bc72c6eab4a0528b240b"
        }
      },
      "receipt_sha256": "5531a0f2eddfb743e16e8083ffe3184c013482ef5b16cf81104fc1546443fcb1"
    },
    {
      "storm_id": "238040",
      "lat": 30.416,
      "lon": -84.362,
      "motion_east": 6.1,
      "motion_south": 1.6,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2100.0,
      "ebshear": 10.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5629
        },
        {
          "name": "alignment",
          "value": 0.6775
        },
        {
          "name": "tau",
          "value": 3.44
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1084
      },
      "coherence_score": 3.440000534057617,
      "coherence_diagnostics": {
        "tau": 3.440000534057617,
        "grad_tau": 0.649631917476654,
        "torsion": 0.0,
        "alignment": 0.6775235533714294,
        "S_field": 1.2255009412765503,
        "Gamma_field": 0.21037842333316803,
        "S_over_Gamma": 5.825221538543701,
        "Da": 13.636392593383789,
        "E_coh": 0.974504828453064,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.34,
              30.45
            ],
            [
              -84.33,
              30.44
            ],
            [
              -84.33,
              30.39
            ],
            [
              -84.34,
              30.38
            ],
            [
              -84.37,
              30.38
            ],
            [
              -84.41,
              30.4
            ],
            [
              -84.41,
              30.41
            ],
            [
              -84.39,
              30.43
            ],
            [
              -84.36,
              30.43
            ],
            [
              -84.34,
              30.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1084,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "75ac789da1a376db76c7007aba16cfe5109e86b639692ef44ea7ab48dbd0d142",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1084,
        "probability": 0.001944,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d57d8b5b70988cf1dac6e734bfa3c4bf2c68c9ec36e41128fd3fcb7638230736",
        "signature": {
          "alg": "ed25519",
          "sig": "d02ccb4517ab3d92491ff3130532d15278853fc55b52ee15e2a7cda28e8aa48928b1f788322ab1563238c4863ec71d42da82fd4a15c6039bc47294582cc38e05"
        }
      },
      "receipt_sha256": "d57d8b5b70988cf1dac6e734bfa3c4bf2c68c9ec36e41128fd3fcb7638230736"
    },
    {
      "storm_id": "237992",
      "lat": 27.7256,
      "lon": -78.28,
      "motion_east": 4.2,
      "motion_south": -3.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3028.0,
      "ebshear": 25.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.38,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": 0.4712
        },
        {
          "name": "tau",
          "value": 2.5823
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1057
      },
      "coherence_score": 2.582298517227173,
      "coherence_diagnostics": {
        "tau": 2.582298517227173,
        "grad_tau": 0.5298483967781067,
        "torsion": 0.0,
        "alignment": 0.47120991349220276,
        "S_field": 0.8044715523719788,
        "Gamma_field": 0.23704509437084198,
        "S_over_Gamma": 3.3937489986419678,
        "Da": 15.342421531677246,
        "E_coh": 0.9685015082359314,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.3,
              27.75
            ],
            [
              -78.25,
              27.75
            ],
            [
              -78.24,
              27.74
            ],
            [
              -78.24,
              27.72
            ],
            [
              -78.27,
              27.69
            ],
            [
              -78.3,
              27.69
            ],
            [
              -78.31,
              27.7
            ],
            [
              -78.31,
              27.74
            ],
            [
              -78.3,
              27.75
            ]
          ]
        ]
      },
      "raw_probability": 0.1057,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "98f2ac6aa54154107c6c15a8299d63ab2ed8ae24eb13af7c7c101e1173f5e3ed",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1057,
        "probability": 0.001386,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001386,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "659a7631f580eabf852826cd7e6820aecbe6ca5e2d21bc26a5e89b7b232433f8",
        "signature": {
          "alg": "ed25519",
          "sig": "c667f85b7ae263c724da4a3f3f7da4ded35ab4546993f64e7f84a1347becf517934d4cbcdc555e9bf48161b1bbf21298bbc2cf84b9b471696a1e0e8b0f3b020a"
        }
      },
      "receipt_sha256": "659a7631f580eabf852826cd7e6820aecbe6ca5e2d21bc26a5e89b7b232433f8"
    },
    {
      "storm_id": "237642",
      "lat": 30.819,
      "lon": -96.122,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1960.0,
      "ebshear": 20.0,
      "srh01": 68.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5629
        },
        {
          "name": "alignment",
          "value": 5.0705
        },
        {
          "name": "tau",
          "value": 0.2287
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1043
      },
      "coherence_score": 0.22867125272750854,
      "coherence_diagnostics": {
        "tau": 0.22867125272750854,
        "grad_tau": 0.08406943827867508,
        "torsion": 0.0,
        "alignment": 5.070460796356201,
        "S_field": 0.1703452169895172,
        "Gamma_field": 1.6178783178329468,
        "S_over_Gamma": 0.1052892655134201,
        "Da": 103.89613342285156,
        "E_coh": 0.5389392375946045,
        "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": [
          [
            [
              -96.13,
              30.86
            ],
            [
              -96.1,
              30.86
            ],
            [
              -96.09,
              30.85
            ],
            [
              -96.09,
              30.81
            ],
            [
              -96.08,
              30.8
            ],
            [
              -96.12,
              30.77
            ],
            [
              -96.15,
              30.77
            ],
            [
              -96.16,
              30.78
            ],
            [
              -96.17,
              30.83
            ],
            [
              -96.13,
              30.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1043,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "02673136a2a60a2885dc81cd4e8121d869c152f06e16f048256bde7210f7a0bb",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1043,
        "probability": 0.001386,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001386,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "058c9b3232200dd6c33a6846e5d5425338603438908df4e2df9107878c1c4f7a",
        "signature": {
          "alg": "ed25519",
          "sig": "a7e0fb4bee8f544298045df623894ba382462624dae44d911ab6efc93af816661c0d9dad43854da172a79d2df2b04f3f17ada8f6041874093efe3931c5c27509"
        }
      },
      "receipt_sha256": "058c9b3232200dd6c33a6846e5d5425338603438908df4e2df9107878c1c4f7a"
    },
    {
      "storm_id": "237964",
      "lat": 37.1671,
      "lon": -78.3643,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 93.0,
      "ebshear": 10.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1879
        },
        {
          "name": "alignment",
          "value": -10.4867
        },
        {
          "name": "tau",
          "value": 1.1787
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1042
      },
      "coherence_score": 1.1786524057388306,
      "coherence_diagnostics": {
        "tau": 1.1786524057388306,
        "grad_tau": 0.12953101098537445,
        "torsion": 0.0,
        "alignment": -10.486708641052246,
        "S_field": 0.2207586169242859,
        "Gamma_field": 0.20037841796875,
        "S_over_Gamma": 1.1017085313796997,
        "Da": 12.372119903564453,
        "E_coh": 0.733028769493103,
        "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": [
          [
            [
              -78.38,
              37.22
            ],
            [
              -78.36,
              37.21
            ],
            [
              -78.33,
              37.21
            ],
            [
              -78.32,
              37.19
            ],
            [
              -78.32,
              37.17
            ],
            [
              -78.33,
              37.16
            ],
            [
              -78.33,
              37.12
            ],
            [
              -78.36,
              37.12
            ],
            [
              -78.37,
              37.11
            ],
            [
              -78.4,
              37.11
            ],
            [
              -78.41,
              37.12
            ],
            [
              -78.41,
              37.19
            ],
            [
              -78.4,
              37.19
            ],
            [
              -78.38,
              37.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1042,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "cb4e940f2a30a4a3175dd5873bba45b3ed7351346bc200374f74e857330bd14d",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.1042,
        "probability": 0.001386,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001386,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3dccb43dc6faf17cf24a7776c770639fa90bf7a5d27c234763950b896a07af46",
        "signature": {
          "alg": "ed25519",
          "sig": "31f39f91c66c9b2c2290bc4e9b498307bcb1d66aaf2d794feccb75abe75afcc90bb0c71653614e6c9e3ea6e75c19c49bd7448cf93859e631d01b9a804e05700f"
        }
      },
      "receipt_sha256": "3dccb43dc6faf17cf24a7776c770639fa90bf7a5d27c234763950b896a07af46"
    },
    {
      "storm_id": "237753",
      "lat": 42.1784,
      "lon": -87.5398,
      "motion_east": 0.4,
      "motion_south": -2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 390.0,
      "ebshear": 20.0,
      "srh01": 102.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6879
        },
        {
          "name": "alignment",
          "value": 8.5879
        },
        {
          "name": "tau",
          "value": 1.0641
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 1.0640692710876465,
      "coherence_diagnostics": {
        "tau": 1.0640692710876465,
        "grad_tau": 0.08977939933538437,
        "torsion": 0.0,
        "alignment": 8.58788013458252,
        "S_field": 0.18106894195079803,
        "Gamma_field": 0.16871175169944763,
        "S_over_Gamma": 1.0732444524765015,
        "Da": 8.984637260437012,
        "E_coh": 0.7648565173149109,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.55,
              42.4
            ],
            [
              -87.51,
              42.4
            ],
            [
              -87.5,
              42.35
            ],
            [
              -87.48,
              42.33
            ],
            [
              -87.47,
              42.33
            ],
            [
              -87.44,
              42.3
            ],
            [
              -87.42,
              42.29
            ],
            [
              -87.38,
              42.29
            ],
            [
              -87.36,
              42.27
            ],
            [
              -87.36,
              42.24
            ],
            [
              -87.39,
              42.21
            ],
            [
              -87.41,
              42.2
            ],
            [
              -87.46,
              42.2
            ],
            [
              -87.49,
              42.17
            ],
            [
              -87.5,
              42.13
            ],
            [
              -87.51,
              42.13
            ],
            [
              -87.55,
              42.09
            ],
            [
              -87.55,
              42.08
            ],
            [
              -87.52,
              42.06
            ],
            [
              -87.5,
              42.07
            ],
            [
              -87.47,
              42.06
            ],
            [
              -87.47,
              42.02
            ],
            [
              -87.49,
              42.0
            ],
            [
              -87.53,
              41.99
            ],
            [
              -87.54,
              41.98
            ],
            [
              -87.55,
              41.99
            ],
            [
              -87.57,
              41.99
            ],
            [
              -87.58,
              42.0
            ],
            [
              -87.6,
              42.0
            ],
            [
              -87.64,
              42.02
            ],
            [
              -87.65,
              42.04
            ],
            [
              -87.65,
              42.09
            ],
            [
              -87.63,
              42.11
            ],
            [
              -87.65,
              42.13
            ],
            [
              -87.67,
              42.17
            ],
            [
              -87.67,
              42.19
            ],
            [
              -87.68,
              42.2
            ],
            [
              -87.67,
              42.21
            ],
            [
              -87.67,
              42.25
            ],
            [
              -87.65,
              42.27
            ],
            [
              -87.65,
              42.28
            ],
            [
              -87.58,
              42.35
            ],
            [
              -87.58,
              42.36
            ],
            [
              -87.55,
              42.39
            ],
            [
              -87.55,
              42.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0996,
        "probability": 0.001386,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001386,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "542b02652578ff4c16b1de6afd9a280943cde09f040a9f72a6cf3b14f45a90d2",
        "signature": {
          "alg": "ed25519",
          "sig": "ddd6be2add3f38184bbdddc231a13ffd965b1bedbd5c7bb07330d003d4e2d79e9b9427b2caee417fd3c9596398139c116708bfc49716ae0d823c577c284cb503"
        }
      },
      "receipt_sha256": "542b02652578ff4c16b1de6afd9a280943cde09f040a9f72a6cf3b14f45a90d2"
    },
    {
      "storm_id": "237952",
      "lat": 32.0872,
      "lon": -85.5772,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1225.0,
      "ebshear": 16.0,
      "srh01": 97.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1879
        },
        {
          "name": "alignment",
          "value": 3.3287
        },
        {
          "name": "tau",
          "value": 1.1622
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0969
      },
      "coherence_score": 1.1622438430786133,
      "coherence_diagnostics": {
        "tau": 1.1622438430786133,
        "grad_tau": 0.46707552671432495,
        "torsion": 0.0,
        "alignment": 3.3287034034729004,
        "S_field": 0.19507460296154022,
        "Gamma_field": 0.7253784537315369,
        "S_over_Gamma": 0.26892802119255066,
        "Da": 48.52531814575195,
        "E_coh": 0.5772488713264465,
        "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": [
          [
            [
              -85.61,
              32.16
            ],
            [
              -85.57,
              32.16
            ],
            [
              -85.55,
              32.15
            ],
            [
              -85.53,
              32.13
            ],
            [
              -85.53,
              32.11
            ],
            [
              -85.51,
              32.08
            ],
            [
              -85.51,
              32.07
            ],
            [
              -85.53,
              32.05
            ],
            [
              -85.53,
              32.01
            ],
            [
              -85.56,
              31.99
            ],
            [
              -85.59,
              32.0
            ],
            [
              -85.61,
              32.02
            ],
            [
              -85.61,
              32.05
            ],
            [
              -85.64,
              32.08
            ],
            [
              -85.63,
              32.09
            ],
            [
              -85.64,
              32.11
            ],
            [
              -85.63,
              32.15
            ],
            [
              -85.61,
              32.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0969,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b942cb8051e899423c75353019e62b10fdd221e788efef2cf96373cd8c2cff65",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0969,
        "probability": 0.00135,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.00135,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b96f3739d90e5d9052ad3081ad254f5b46704eedadd9360102a6cfaef790d5cd",
        "signature": {
          "alg": "ed25519",
          "sig": "77fc06ade52774a5a59a0d82fb6439ec12792c01cf46a6a1ac4450dc3128af3ce82df8be066f6860f95efe1d6e42269adfdcb973d2d24b555304a7ca27ab410e"
        }
      },
      "receipt_sha256": "b96f3739d90e5d9052ad3081ad254f5b46704eedadd9360102a6cfaef790d5cd"
    },
    {
      "storm_id": "237744",
      "lat": 32.7023,
      "lon": -86.5231,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1683.0,
      "ebshear": 16.0,
      "srh01": 136.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8129
        },
        {
          "name": "alignment",
          "value": 6.9902
        },
        {
          "name": "tau",
          "value": 0.8133
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0953
      },
      "coherence_score": 0.8133439421653748,
      "coherence_diagnostics": {
        "tau": 0.8133439421653748,
        "grad_tau": 0.13130249083042145,
        "torsion": 0.0,
        "alignment": 6.990168571472168,
        "S_field": 0.3160766065120697,
        "Gamma_field": 0.8170450925827026,
        "S_over_Gamma": 0.38685330748558044,
        "Da": 54.342308044433594,
        "E_coh": 0.5843186974525452,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.56,
              32.78
            ],
            [
              -86.53,
              32.78
            ],
            [
              -86.49,
              32.76
            ],
            [
              -86.47,
              32.74
            ],
            [
              -86.46,
              32.67
            ],
            [
              -86.47,
              32.66
            ],
            [
              -86.47,
              32.64
            ],
            [
              -86.5,
              32.62
            ],
            [
              -86.53,
              32.62
            ],
            [
              -86.54,
              32.64
            ],
            [
              -86.61,
              32.7
            ],
            [
              -86.61,
              32.74
            ],
            [
              -86.56,
              32.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0953,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "555b6dedfb5aab099094315864b229e1d627494475ecbe519daa3bcfbcba77ee",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0953,
        "probability": 0.001344,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001344,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f43dbacf9c79671421e93168c771229afe07635c3e018ed45a83573a5748959e",
        "signature": {
          "alg": "ed25519",
          "sig": "03bf204ce0ed94a23bc12c0467beaae1d05540fc99f6fb6f0752118fb8a599862d12458c6605b81fbb8e6bbbf8d44f184f3430cd21cf8046d7d796fd46744e00"
        }
      },
      "receipt_sha256": "f43dbacf9c79671421e93168c771229afe07635c3e018ed45a83573a5748959e"
    },
    {
      "storm_id": "237849",
      "lat": 29.57,
      "lon": -82.8566,
      "motion_east": 2.9,
      "motion_south": 4.5,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1438.0,
      "ebshear": 17.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5629
        },
        {
          "name": "alignment",
          "value": -0.1933
        },
        {
          "name": "tau",
          "value": 3.8731
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0915
      },
      "coherence_score": 3.8730568885803223,
      "coherence_diagnostics": {
        "tau": 3.8730568885803223,
        "grad_tau": 0.10343968123197556,
        "torsion": 0.0,
        "alignment": -0.19330954551696777,
        "S_field": 1.1679860353469849,
        "Gamma_field": 0.19204507768154144,
        "S_over_Gamma": 6.0818328857421875,
        "Da": 12.527812004089355,
        "E_coh": 0.9717432856559753,
        "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": [
          [
            [
              -82.94,
              29.7
            ],
            [
              -82.93,
              29.69
            ],
            [
              -82.9,
              29.69
            ],
            [
              -82.87,
              29.67
            ],
            [
              -82.85,
              29.67
            ],
            [
              -82.81,
              29.62
            ],
            [
              -82.78,
              29.62
            ],
            [
              -82.78,
              29.61
            ],
            [
              -82.75,
              29.59
            ],
            [
              -82.74,
              29.55
            ],
            [
              -82.72,
              29.53
            ],
            [
              -82.72,
              29.49
            ],
            [
              -82.71,
              29.48
            ],
            [
              -82.71,
              29.45
            ],
            [
              -82.74,
              29.42
            ],
            [
              -82.76,
              29.41
            ],
            [
              -82.87,
              29.41
            ],
            [
              -82.88,
              29.42
            ],
            [
              -82.88,
              29.47
            ],
            [
              -82.89,
              29.48
            ],
            [
              -82.89,
              29.55
            ],
            [
              -82.9,
              29.56
            ],
            [
              -82.96,
              29.56
            ],
            [
              -82.99,
              29.58
            ],
            [
              -82.99,
              29.62
            ],
            [
              -83.0,
              29.64
            ],
            [
              -82.97,
              29.67
            ],
            [
              -82.97,
              29.68
            ],
            [
              -82.94,
              29.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0915,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "8fc61c41adf51ecc2bc1564b0e0247c8fd56051b411b2fc30da05db698a5293c",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0915,
        "probability": 0.001344,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001344,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "752a557efc4c97c2016c8a63ab2c09975357d4848f5bfcfd7ce1a4f77fcfe125",
        "signature": {
          "alg": "ed25519",
          "sig": "9396dc6c466c6d6cb1378a7cd3f7b9758fff370e47fcfe2e4ff64c4b4c598f748551f29e3a0ec175501b814ba14f7fab5cf1b32b89579b20c646744873241f06"
        }
      },
      "receipt_sha256": "752a557efc4c97c2016c8a63ab2c09975357d4848f5bfcfd7ce1a4f77fcfe125"
    },
    {
      "storm_id": "238010",
      "lat": 30.6388,
      "lon": -85.3263,
      "motion_east": 4.3,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2814.0,
      "ebshear": 14.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5629
        },
        {
          "name": "alignment",
          "value": -0.9137
        },
        {
          "name": "tau",
          "value": 3.1166
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0912
      },
      "coherence_score": 3.116600275039673,
      "coherence_diagnostics": {
        "tau": 3.116600275039673,
        "grad_tau": 0.8164262771606445,
        "torsion": 0.0,
        "alignment": -0.9137263894081116,
        "S_field": 1.0660336017608643,
        "Gamma_field": 0.20704509317874908,
        "S_over_Gamma": 5.148798942565918,
        "Da": 13.10993766784668,
        "E_coh": 0.9340290427207947,
        "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": [
          [
            [
              -85.34,
              30.67
            ],
            [
              -85.32,
              30.67
            ],
            [
              -85.28,
              30.65
            ],
            [
              -85.29,
              30.61
            ],
            [
              -85.32,
              30.59
            ],
            [
              -85.36,
              30.6
            ],
            [
              -85.36,
              30.65
            ],
            [
              -85.34,
              30.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0912,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1ae654140ae35bf8f0f5fc2f0624290de3918ae9c7717a2a9a69d80505bcb8f3",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0912,
        "probability": 0.001344,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001344,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0fe27f4e6e5aa6671cd509887587939a658e83e67ffedbad8d06520e410a509b",
        "signature": {
          "alg": "ed25519",
          "sig": "b592f1545fbe5fecaf8b27917e9198936d2a14564a9900c68c3218b0b479695721343b3a2bd4085b0eeb5aa6ef56f6cd8a2fa0df7efbe62206baa5ae5c9b3604"
        }
      },
      "receipt_sha256": "0fe27f4e6e5aa6671cd509887587939a658e83e67ffedbad8d06520e410a509b"
    },
    {
      "storm_id": "237662",
      "lat": 48.1867,
      "lon": -74.4394,
      "motion_east": 6.4,
      "motion_south": -6.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 121.0,
      "ebshear": 16.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8129
        },
        {
          "name": "alignment",
          "value": -1.5504
        },
        {
          "name": "tau",
          "value": 0.2062
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0901
      },
      "coherence_score": 0.20623430609703064,
      "coherence_diagnostics": {
        "tau": 0.20623430609703064,
        "grad_tau": 0.1789499968290329,
        "torsion": 0.0,
        "alignment": -1.5504034757614136,
        "S_field": 0.0888804942369461,
        "Gamma_field": 0.3578784167766571,
        "S_over_Gamma": 0.24835388362407684,
        "Da": 22.600027084350586,
        "E_coh": 0.23771652579307556,
        "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": [
          [
            [
              -74.49,
              48.31
            ],
            [
              -74.45,
              48.31
            ],
            [
              -74.43,
              48.29
            ],
            [
              -74.42,
              48.29
            ],
            [
              -74.42,
              48.28
            ],
            [
              -74.37,
              48.21
            ],
            [
              -74.37,
              48.11
            ],
            [
              -74.38,
              48.1
            ],
            [
              -74.38,
              48.08
            ],
            [
              -74.4,
              48.07
            ],
            [
              -74.44,
              48.07
            ],
            [
              -74.45,
              48.08
            ],
            [
              -74.45,
              48.09
            ],
            [
              -74.47,
              48.11
            ],
            [
              -74.47,
              48.13
            ],
            [
              -74.52,
              48.23
            ],
            [
              -74.51,
              48.29
            ],
            [
              -74.49,
              48.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0901,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "df5cb290733922304599a0e4cae04ec51316dd3e29fa333931d4aa721ffb1c45",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0901,
        "probability": 0.001344,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001344,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9653a2d59ae47f6c3d4f7a5e38bdc6cde3caa550713d2497ff27828887cdcc5e",
        "signature": {
          "alg": "ed25519",
          "sig": "aee110680cafe631c23c86c4afe7ad473480446e7f3900b432851700173094b42fc3057a25d276acf658c40c2f7ee7c926c632e538cf80bbd97404281d3de80e"
        }
      },
      "receipt_sha256": "9653a2d59ae47f6c3d4f7a5e38bdc6cde3caa550713d2497ff27828887cdcc5e"
    },
    {
      "storm_id": "237937",
      "lat": 27.1428,
      "lon": -84.6306,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2603.0,
      "ebshear": 13.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9379
        },
        {
          "name": "alignment",
          "value": -3.1616
        },
        {
          "name": "tau",
          "value": 2.5531
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0886
      },
      "coherence_score": 2.553091287612915,
      "coherence_diagnostics": {
        "tau": 2.553091287612915,
        "grad_tau": 0.9538028836250305,
        "torsion": 0.0,
        "alignment": -3.1616079807281494,
        "S_field": 0.7007390260696411,
        "Gamma_field": 0.24787841737270355,
        "S_over_Gamma": 2.826946496963501,
        "Da": 15.542464256286621,
        "E_coh": 0.9145790338516235,
        "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": [
          [
            [
              -84.62,
              27.22
            ],
            [
              -84.61,
              27.2
            ],
            [
              -84.61,
              27.17
            ],
            [
              -84.62,
              27.16
            ],
            [
              -84.6,
              27.13
            ],
            [
              -84.6,
              27.08
            ],
            [
              -84.59,
              27.07
            ],
            [
              -84.59,
              27.05
            ],
            [
              -84.63,
              27.07
            ],
            [
              -84.62,
              27.08
            ],
            [
              -84.62,
              27.11
            ],
            [
              -84.64,
              27.13
            ],
            [
              -84.68,
              27.12
            ],
            [
              -84.68,
              27.17
            ],
            [
              -84.69,
              27.18
            ],
            [
              -84.69,
              27.21
            ],
            [
              -84.64,
              27.2
            ],
            [
              -84.62,
              27.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0886,
      "confidence_lo": 0.0013,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "92a89d1e782f4e567900a78fee03668e15d76857c2659d92d5eaf6a29b2a13e0",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0886,
        "probability": 0.001344,
        "confidence_lo": 0.001286,
        "confidence_hi": 0.001344,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1aac2965d06bdf72523a176105a8172335de22c331afafd674a48e7f289a1bc5",
        "signature": {
          "alg": "ed25519",
          "sig": "e505d4247f5ef6ac944bcf59510a10ef81a43ade26ee6ebed88233c700a3de9d190f0dc0f82bc4ae70b84e2e332859bd369fd50ad88e461902ebdc3df3247608"
        }
      },
      "receipt_sha256": "1aac2965d06bdf72523a176105a8172335de22c331afafd674a48e7f289a1bc5"
    },
    {
      "storm_id": "237887",
      "lat": 32.518,
      "lon": -93.532,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 836.0,
      "ebshear": 18.0,
      "srh01": 153.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.4379
        },
        {
          "name": "alignment",
          "value": 2.4595
        },
        {
          "name": "tau",
          "value": 0.3813
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0863
      },
      "coherence_score": 0.38126835227012634,
      "coherence_diagnostics": {
        "tau": 0.38126835227012634,
        "grad_tau": 0.137472003698349,
        "torsion": 0.0,
        "alignment": 2.459540843963623,
        "S_field": 0.3940799832344055,
        "Gamma_field": 1.7245451211929321,
        "S_over_Gamma": 0.22851242125034332,
        "Da": 95.60394287109375,
        "E_coh": 0.5724381804466248,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.54,
              32.56
            ],
            [
              -93.47,
              32.56
            ],
            [
              -93.47,
              32.51
            ],
            [
              -93.45,
              32.47
            ],
            [
              -93.58,
              32.47
            ],
            [
              -93.59,
              32.48
            ],
            [
              -93.58,
              32.5
            ],
            [
              -93.55,
              32.52
            ],
            [
              -93.55,
              32.55
            ],
            [
              -93.54,
              32.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0863,
      "confidence_lo": 0.0008,
      "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": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b7dee61051bcf529fd5c5823bc2d707a0edead7671e4dbb813868fc30d28e162",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0863,
        "probability": 0.001343,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.001344,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e5459cda676ec99e883a251bd58c55e53c45b3c59c06258e3e659fac0800b29",
        "signature": {
          "alg": "ed25519",
          "sig": "97fdb174d13051e36106eba8748f4ad6d3b4f1a2653e731c723c37c6190deb4359113f0f4cf9544e026c38bace23859d2f1ab13bea088e23f549b04e9a59da0d"
        }
      },
      "receipt_sha256": "9e5459cda676ec99e883a251bd58c55e53c45b3c59c06258e3e659fac0800b29"
    },
    {
      "storm_id": "238044",
      "lat": 27.4411,
      "lon": -78.6456,
      "motion_east": 4.2,
      "motion_south": -3.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2955.0,
      "ebshear": 24.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": 0.4712
        },
        {
          "name": "tau",
          "value": 2.5823
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.083
      },
      "coherence_score": 2.582298517227173,
      "coherence_diagnostics": {
        "tau": 2.582298517227173,
        "grad_tau": 0.5298483967781067,
        "torsion": 0.0,
        "alignment": 0.47120991349220276,
        "S_field": 0.8044715523719788,
        "Gamma_field": 0.23704509437084198,
        "S_over_Gamma": 3.3937489986419678,
        "Da": 15.342421531677246,
        "E_coh": 0.9685015082359314,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.66,
              27.48
            ],
            [
              -78.62,
              27.48
            ],
            [
              -78.6,
              27.45
            ],
            [
              -78.61,
              27.42
            ],
            [
              -78.63,
              27.4
            ],
            [
              -78.67,
              27.4
            ],
            [
              -78.68,
              27.41
            ],
            [
              -78.68,
              27.45
            ],
            [
              -78.66,
              27.48
            ]
          ]
        ]
      },
      "raw_probability": 0.083,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fdb342c7e135ae0746139d923c6c07a1193ad100f6b37aca62cfe28e3864ae8a",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.083,
        "probability": 0.00104,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.00104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ea3a2d4e36aed54e2c85752bad7c0fbc55e0b07e30a05e88dc4778a70b81f8d",
        "signature": {
          "alg": "ed25519",
          "sig": "4235886b4108fb1a71b78cbcf1ecd30ba7f2080648070e02067c0a6d2937ac0b0c2d995fa7b7f064585a4370de9354af1474cf334b3cdee01f386571182b5b08"
        }
      },
      "receipt_sha256": "1ea3a2d4e36aed54e2c85752bad7c0fbc55e0b07e30a05e88dc4778a70b81f8d"
    },
    {
      "storm_id": "237612",
      "lat": 29.7525,
      "lon": -86.0563,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2937.0,
      "ebshear": 21.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0629
        },
        {
          "name": "alignment",
          "value": -0.3886
        },
        {
          "name": "tau",
          "value": 3.4391
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0828
      },
      "coherence_score": 3.4391283988952637,
      "coherence_diagnostics": {
        "tau": 3.4391283988952637,
        "grad_tau": 0.5101580619812012,
        "torsion": 0.0,
        "alignment": -0.3886016011238098,
        "S_field": 0.9744364023208618,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 5.0520758628845215,
        "Da": 12.24112606048584,
        "E_coh": 0.9464560747146606,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.09,
              29.78
            ],
            [
              -86.03,
              29.78
            ],
            [
              -86.01,
              29.77
            ],
            [
              -86.01,
              29.72
            ],
            [
              -86.02,
              29.71
            ],
            [
              -86.1,
              29.71
            ],
            [
              -86.1,
              29.77
            ],
            [
              -86.09,
              29.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0828,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "3eabe6b6edf41b8dc668d80fbf771a8808a5b0bd26d987946cb9b246e42f84c9",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0828,
        "probability": 0.00104,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.00104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e77276a00e4c6168ae5de05a2801779880525e4f031d814f89fdc3a859ae7116",
        "signature": {
          "alg": "ed25519",
          "sig": "472237c185744d71b133fb216b05c865f7f3cf15b3fb91886c3779d00f4837fa1495d9098645ce3135fec73aa00949458c37a91acfbe777029f2ec522031de0f"
        }
      },
      "receipt_sha256": "e77276a00e4c6168ae5de05a2801779880525e4f031d814f89fdc3a859ae7116"
    },
    {
      "storm_id": "238041",
      "lat": 29.7443,
      "lon": -86.2543,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2924.0,
      "ebshear": 21.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0629
        },
        {
          "name": "alignment",
          "value": -0.3886
        },
        {
          "name": "tau",
          "value": 3.4391
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.082
      },
      "coherence_score": 3.4391283988952637,
      "coherence_diagnostics": {
        "tau": 3.4391283988952637,
        "grad_tau": 0.5101580619812012,
        "torsion": 0.0,
        "alignment": -0.3886016011238098,
        "S_field": 0.9744364023208618,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 5.0520758628845215,
        "Da": 12.24112606048584,
        "E_coh": 0.9464560747146606,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.28,
              29.77
            ],
            [
              -86.24,
              29.77
            ],
            [
              -86.23,
              29.76
            ],
            [
              -86.23,
              29.72
            ],
            [
              -86.24,
              29.71
            ],
            [
              -86.28,
              29.71
            ],
            [
              -86.28,
              29.77
            ]
          ]
        ]
      },
      "raw_probability": 0.082,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "52b6cecc0dcdaf7967fa0bad0faa3c4cd7902c256ae72e91cc2d36c6333965f5",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.082,
        "probability": 0.000992,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000992,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fce3636e66d74f6286cde26b119d24b4398fb245a9cc48c17a60a98fbffd6f39",
        "signature": {
          "alg": "ed25519",
          "sig": "406f50ad14e4a60dd7c3156647d84552f08622334d9a882f91494e25f9f4e9c833081602351679af893aad0ece4cc34f342ae2dc96e5649e2eccfd28f0d9cf0a"
        }
      },
      "receipt_sha256": "fce3636e66d74f6286cde26b119d24b4398fb245a9cc48c17a60a98fbffd6f39"
    },
    {
      "storm_id": "237936",
      "lat": 28.714,
      "lon": -90.007,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2938.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0629
        },
        {
          "name": "alignment",
          "value": -1.5764
        },
        {
          "name": "tau",
          "value": 4.4769
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0812
      },
      "coherence_score": 4.476922512054443,
      "coherence_diagnostics": {
        "tau": 4.476922512054443,
        "grad_tau": 0.18772348761558533,
        "torsion": 0.0,
        "alignment": -1.5764245986938477,
        "S_field": 1.5230799913406372,
        "Gamma_field": 0.18954508006572723,
        "S_over_Gamma": 8.035449981689453,
        "Da": 11.754196166992188,
        "E_coh": 0.9783302545547485,
        "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": [
          [
            [
              -90.04,
              28.73
            ],
            [
              -89.95,
              28.73
            ],
            [
              -89.96,
              28.72
            ],
            [
              -89.96,
              28.7
            ],
            [
              -89.98,
              28.69
            ],
            [
              -90.0,
              28.7
            ],
            [
              -90.03,
              28.7
            ],
            [
              -90.05,
              28.72
            ],
            [
              -90.06,
              28.72
            ],
            [
              -90.04,
              28.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0812,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "3d3a36ab71a4377d051f680af0fc86b5931150cbcf237c97761297d6bc6e6a1b",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0812,
        "probability": 0.000992,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000992,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6530d0976eb1f8b18e25907f6f9f761d493697dbda84f5c63e15e4a48061977",
        "signature": {
          "alg": "ed25519",
          "sig": "aa1dc3f9c2b11279b0cd821aa161cd014295db33d462713cad2857b65700cd87903b71d57104ddc0f53688ba20ecf54ad73aa67ffdeaef6de6a7735eeae2e904"
        }
      },
      "receipt_sha256": "d6530d0976eb1f8b18e25907f6f9f761d493697dbda84f5c63e15e4a48061977"
    },
    {
      "storm_id": "238034",
      "lat": 47.475,
      "lon": -75.6,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 267.0,
      "ebshear": 31.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4379
        },
        {
          "name": "alignment",
          "value": -4.0254
        },
        {
          "name": "tau",
          "value": 0.4119
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0812
      },
      "coherence_score": 0.4119420647621155,
      "coherence_diagnostics": {
        "tau": 0.4119420647621155,
        "grad_tau": 0.13953356444835663,
        "torsion": 0.0,
        "alignment": -4.0254034996032715,
        "S_field": 0.18086367845535278,
        "Gamma_field": 0.2028784155845642,
        "S_over_Gamma": 0.8914880156517029,
        "Da": 12.828963279724121,
        "E_coh": 0.2602238655090332,
        "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": [
          [
            [
              -75.55,
              47.55
            ],
            [
              -75.51,
              47.53
            ],
            [
              -75.51,
              47.49
            ],
            [
              -75.53,
              47.47
            ],
            [
              -75.58,
              47.46
            ],
            [
              -75.64,
              47.4
            ],
            [
              -75.67,
              47.4
            ],
            [
              -75.69,
              47.42
            ],
            [
              -75.69,
              47.45
            ],
            [
              -75.67,
              47.47
            ],
            [
              -75.61,
              47.47
            ],
            [
              -75.6,
              47.48
            ],
            [
              -75.6,
              47.51
            ],
            [
              -75.55,
              47.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0812,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "3d3a36ab71a4377d051f680af0fc86b5931150cbcf237c97761297d6bc6e6a1b",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0812,
        "probability": 0.000992,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000992,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6530d0976eb1f8b18e25907f6f9f761d493697dbda84f5c63e15e4a48061977",
        "signature": {
          "alg": "ed25519",
          "sig": "aa1dc3f9c2b11279b0cd821aa161cd014295db33d462713cad2857b65700cd87903b71d57104ddc0f53688ba20ecf54ad73aa67ffdeaef6de6a7735eeae2e904"
        }
      },
      "receipt_sha256": "d6530d0976eb1f8b18e25907f6f9f761d493697dbda84f5c63e15e4a48061977"
    },
    {
      "storm_id": "237869",
      "lat": 28.7467,
      "lon": -88.5444,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3236.0,
      "ebshear": 15.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8129
        },
        {
          "name": "alignment",
          "value": -2.9613
        },
        {
          "name": "tau",
          "value": 4.2251
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0811
      },
      "coherence_score": 4.2251410484313965,
      "coherence_diagnostics": {
        "tau": 4.2251410484313965,
        "grad_tau": 0.3738004267215729,
        "torsion": 0.0,
        "alignment": -2.9613232612609863,
        "S_field": 1.327848196029663,
        "Gamma_field": 0.19454507529735565,
        "S_over_Gamma": 6.825401306152344,
        "Da": 12.326547622680664,
        "E_coh": 0.9658331274986267,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.57,
              28.78
            ],
            [
              -88.51,
              28.78
            ],
            [
              -88.49,
              28.74
            ],
            [
              -88.5,
              28.74
            ],
            [
              -88.53,
              28.7
            ],
            [
              -88.57,
              28.71
            ],
            [
              -88.58,
              28.72
            ],
            [
              -88.58,
              28.77
            ],
            [
              -88.57,
              28.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0811,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "f347218cd885ffe2d8fd61e6eee2b43f9c75806e7b0a882911535ee3755d99dd",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0811,
        "probability": 0.000992,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000992,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f302c5c9edcc577764cb63b915457345a5fe151d29ba7533b3dc70344280e790",
        "signature": {
          "alg": "ed25519",
          "sig": "1ed46b976f0e7e827eb5f0cc0f9617b3ee376e0eab82bb26605a3d6c453c02673d097a46f3f6ab5f2efdc74dc7d48c61c10687aab9feef4ba926a36f2fb6a00b"
        }
      },
      "receipt_sha256": "f302c5c9edcc577764cb63b915457345a5fe151d29ba7533b3dc70344280e790"
    },
    {
      "storm_id": "237991",
      "lat": 28.9892,
      "lon": -89.1458,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3175.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8129
        },
        {
          "name": "alignment",
          "value": -2.9613
        },
        {
          "name": "tau",
          "value": 4.2251
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0811
      },
      "coherence_score": 4.2251410484313965,
      "coherence_diagnostics": {
        "tau": 4.2251410484313965,
        "grad_tau": 0.3738004267215729,
        "torsion": 0.0,
        "alignment": -2.9613232612609863,
        "S_field": 1.327848196029663,
        "Gamma_field": 0.19454507529735565,
        "S_over_Gamma": 6.825401306152344,
        "Da": 12.326547622680664,
        "E_coh": 0.9658331274986267,
        "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": [
          [
            [
              -89.17,
              29.03
            ],
            [
              -89.15,
              29.01
            ],
            [
              -89.12,
              29.01
            ],
            [
              -89.1,
              28.97
            ],
            [
              -89.08,
              28.96
            ],
            [
              -89.11,
              28.96
            ],
            [
              -89.14,
              28.93
            ],
            [
              -89.18,
              28.97
            ],
            [
              -89.17,
              28.98
            ],
            [
              -89.17,
              29.0
            ],
            [
              -89.19,
              29.02
            ],
            [
              -89.17,
              29.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0811,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "f347218cd885ffe2d8fd61e6eee2b43f9c75806e7b0a882911535ee3755d99dd",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0811,
        "probability": 0.000992,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000992,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f302c5c9edcc577764cb63b915457345a5fe151d29ba7533b3dc70344280e790",
        "signature": {
          "alg": "ed25519",
          "sig": "1ed46b976f0e7e827eb5f0cc0f9617b3ee376e0eab82bb26605a3d6c453c02673d097a46f3f6ab5f2efdc74dc7d48c61c10687aab9feef4ba926a36f2fb6a00b"
        }
      },
      "receipt_sha256": "f302c5c9edcc577764cb63b915457345a5fe151d29ba7533b3dc70344280e790"
    },
    {
      "storm_id": "237920",
      "lat": 30.8061,
      "lon": -84.8296,
      "motion_east": 5.6,
      "motion_south": 1.2,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2398.0,
      "ebshear": 9.0,
      "srh01": 49.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0629
        },
        {
          "name": "alignment",
          "value": 1.4166
        },
        {
          "name": "tau",
          "value": 2.173
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0761
      },
      "coherence_score": 2.172966957092285,
      "coherence_diagnostics": {
        "tau": 2.172966957092285,
        "grad_tau": 0.8974096179008484,
        "torsion": 0.0,
        "alignment": 1.4165650606155396,
        "S_field": 0.40043866634368896,
        "Gamma_field": 0.36621177196502686,
        "S_over_Gamma": 1.0934619903564453,
        "Da": 24.40718650817871,
        "E_coh": 0.8293899893760681,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.87,
              30.86
            ],
            [
              -84.85,
              30.86
            ],
            [
              -84.85,
              30.85
            ],
            [
              -84.83,
              30.83
            ],
            [
              -84.8,
              30.83
            ],
            [
              -84.79,
              30.82
            ],
            [
              -84.78,
              30.83
            ],
            [
              -84.77,
              30.82
            ],
            [
              -84.75,
              30.82
            ],
            [
              -84.76,
              30.81
            ],
            [
              -84.76,
              30.77
            ],
            [
              -84.75,
              30.76
            ],
            [
              -84.77,
              30.74
            ],
            [
              -84.79,
              30.7
            ],
            [
              -84.84,
              30.71
            ],
            [
              -84.87,
              30.75
            ],
            [
              -84.88,
              30.78
            ],
            [
              -84.9,
              30.79
            ],
            [
              -84.9,
              30.82
            ],
            [
              -84.91,
              30.84
            ],
            [
              -84.9,
              30.85
            ],
            [
              -84.89,
              30.84
            ],
            [
              -84.87,
              30.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0761,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "8f5d124f70633a676620ca26a3d8c911bd03f2945c4754290601639281ab6a63",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0761,
        "probability": 0.000898,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000898,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7ab499deaba79e18d7751ebc91f0ac2c268cdf998b4f5983de091f55b8cc34f",
        "signature": {
          "alg": "ed25519",
          "sig": "fbaa353f610937342c1fe96e43730211fd8d88f2530d8ab7e937265e7e344ef1bab256b7481f0a1d5d0fa221dbda37b22a725313b480679d64be6b75b520550e"
        }
      },
      "receipt_sha256": "c7ab499deaba79e18d7751ebc91f0ac2c268cdf998b4f5983de091f55b8cc34f"
    },
    {
      "storm_id": "238016",
      "lat": 28.6211,
      "lon": -89.6789,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3121.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0629
        },
        {
          "name": "alignment",
          "value": -1.5764
        },
        {
          "name": "tau",
          "value": 4.4769
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0737
      },
      "coherence_score": 4.476922512054443,
      "coherence_diagnostics": {
        "tau": 4.476922512054443,
        "grad_tau": 0.18772348761558533,
        "torsion": 0.0,
        "alignment": -1.5764245986938477,
        "S_field": 1.5230799913406372,
        "Gamma_field": 0.18954508006572723,
        "S_over_Gamma": 8.035449981689453,
        "Da": 11.754196166992188,
        "E_coh": 0.9783302545547485,
        "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": [
          [
            [
              -89.7,
              28.64
            ],
            [
              -89.62,
              28.64
            ],
            [
              -89.62,
              28.61
            ],
            [
              -89.65,
              28.59
            ],
            [
              -89.68,
              28.61
            ],
            [
              -89.7,
              28.6
            ],
            [
              -89.73,
              28.63
            ],
            [
              -89.71,
              28.63
            ],
            [
              -89.7,
              28.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0737,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1257d1f3302a3978b76a17b4fdb6200532f2c394f10a372929810f8c47441ebf",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0737,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb14fe50e9d42c10877bc0d0b8e5dc4765155301b9202dc10facafa7e13bd6cc",
        "signature": {
          "alg": "ed25519",
          "sig": "712654522a68b8e90b094dccdbc9653cd63a51e27e99434fdc0c250bdf1eec9566fde7c8628e27bd6c66c70a56e635cce0b766c777320c96f762b1fe69eeb30e"
        }
      },
      "receipt_sha256": "eb14fe50e9d42c10877bc0d0b8e5dc4765155301b9202dc10facafa7e13bd6cc"
    },
    {
      "storm_id": "237924",
      "lat": 45.9414,
      "lon": -74.5971,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 210.0,
      "ebshear": 13.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3129
        },
        {
          "name": "alignment",
          "value": -3.0013
        },
        {
          "name": "tau",
          "value": 0.4695
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 0.469546914100647,
      "coherence_diagnostics": {
        "tau": 0.469546914100647,
        "grad_tau": 0.03724081069231033,
        "torsion": 0.0,
        "alignment": -3.0012593269348145,
        "S_field": 0.11421358585357666,
        "Gamma_field": 0.19371174275875092,
        "S_over_Gamma": 0.5896058678627014,
        "Da": 12.282337188720703,
        "E_coh": 0.6153011322021484,
        "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": [
          [
            [
              -74.61,
              45.97
            ],
            [
              -74.58,
              45.97
            ],
            [
              -74.55,
              45.95
            ],
            [
              -74.57,
              45.89
            ],
            [
              -74.63,
              45.89
            ],
            [
              -74.63,
              45.95
            ],
            [
              -74.61,
              45.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0735,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b8cf9cd2e7515bf0fbcead48c03df47147ac92d267c94d9b2e19f759b9aba6e",
        "signature": {
          "alg": "ed25519",
          "sig": "cfb5094e0fde2da4d67e624e9ad1e0f279a8dda0dfcd5dbf6c0745c6636a644dc3cd7e51d09ae34b92f17b5eda36105c2845260a115abc478634690cbc503803"
        }
      },
      "receipt_sha256": "4b8cf9cd2e7515bf0fbcead48c03df47147ac92d267c94d9b2e19f759b9aba6e"
    },
    {
      "storm_id": "237799",
      "lat": 29.1136,
      "lon": -87.6809,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3800.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5629
        },
        {
          "name": "alignment",
          "value": -2.25
        },
        {
          "name": "tau",
          "value": 3.8768
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0713
      },
      "coherence_score": 3.8768370151519775,
      "coherence_diagnostics": {
        "tau": 3.8768370151519775,
        "grad_tau": 0.33617010712623596,
        "torsion": 0.0,
        "alignment": -2.249983549118042,
        "S_field": 1.0194822549819946,
        "Gamma_field": 0.20871175825595856,
        "S_over_Gamma": 4.884642124176025,
        "Da": 13.377710342407227,
        "E_coh": 0.9764426946640015,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.67,
              29.16
            ],
            [
              -87.65,
              29.14
            ],
            [
              -87.65,
              29.12
            ],
            [
              -87.67,
              29.1
            ],
            [
              -87.65,
              29.07
            ],
            [
              -87.7,
              29.07
            ],
            [
              -87.71,
              29.06
            ],
            [
              -87.72,
              29.08
            ],
            [
              -87.72,
              29.14
            ],
            [
              -87.68,
              29.15
            ],
            [
              -87.67,
              29.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0713,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "aa471a7061ce9712ecff6bc319d6a410203833bf04e32485dd2d85acde89f317",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0713,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5c0a5f86a0e1328ff6300391c261f8e1b5c679dd0c68b2524b4c24e5951687c",
        "signature": {
          "alg": "ed25519",
          "sig": "daeb05898a5a6a16edb00db228b8771a8ed9d0d66a6310a442eff127472d2fc3407f005f57c0a4b825dde21d5186f1d7164265a83027a1f156fc7e2e0131f90b"
        }
      },
      "receipt_sha256": "a5c0a5f86a0e1328ff6300391c261f8e1b5c679dd0c68b2524b4c24e5951687c"
    },
    {
      "storm_id": "237866",
      "lat": 29.7145,
      "lon": -82.3227,
      "motion_east": 4.6,
      "motion_south": 0.3,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1772.0,
      "ebshear": 15.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9379
        },
        {
          "name": "alignment",
          "value": -0.7162
        },
        {
          "name": "tau",
          "value": 3.738
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0708
      },
      "coherence_score": 3.7379603385925293,
      "coherence_diagnostics": {
        "tau": 3.7379603385925293,
        "grad_tau": 0.20818626880645752,
        "torsion": 0.0,
        "alignment": -0.716177225112915,
        "S_field": 1.125601053237915,
        "Gamma_field": 0.18704508244991302,
        "S_over_Gamma": 6.017806053161621,
        "Da": 12.585906982421875,
        "E_coh": 0.9707746505737305,
        "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": [
          [
            [
              -82.35,
              29.74
            ],
            [
              -82.33,
              29.74
            ],
            [
              -82.32,
              29.73
            ],
            [
              -82.29,
              29.74
            ],
            [
              -82.28,
              29.73
            ],
            [
              -82.27,
              29.69
            ],
            [
              -82.3,
              29.66
            ],
            [
              -82.34,
              29.67
            ],
            [
              -82.36,
              29.69
            ],
            [
              -82.36,
              29.73
            ],
            [
              -82.35,
              29.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0708,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "53127f7b223ca8346d79fc4eddc02053be22c88dd1c7c81996e3c00dbaba2733",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0708,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6538450a1f819a67492b85bc3f5a94724fbb206899d05057030cbf1ed4aee305",
        "signature": {
          "alg": "ed25519",
          "sig": "0ac72b4a0049dae4467c71b5d87667fbccde81b5dc4865c6b2050af82ec3fff36d562ade2ea74c7bdea9d16f3bd97f2cdfb12a84e831ffa806948169730fb90e"
        }
      },
      "receipt_sha256": "6538450a1f819a67492b85bc3f5a94724fbb206899d05057030cbf1ed4aee305"
    },
    {
      "storm_id": "237921",
      "lat": 30.7812,
      "lon": -85.685,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2747.0,
      "ebshear": 12.0,
      "srh01": 61.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9379
        },
        {
          "name": "alignment",
          "value": 1.2104
        },
        {
          "name": "tau",
          "value": 1.6923
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 1.6923153400421143,
      "coherence_diagnostics": {
        "tau": 1.6923153400421143,
        "grad_tau": 0.8619476556777954,
        "torsion": 0.0,
        "alignment": 1.2103883028030396,
        "S_field": 0.1541006863117218,
        "Gamma_field": 0.6137117743492126,
        "S_over_Gamma": 0.2510961890220642,
        "Da": 41.429466247558594,
        "E_coh": 0.8428798317909241,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.7,
              30.81
            ],
            [
              -85.65,
              30.81
            ],
            [
              -85.65,
              30.76
            ],
            [
              -85.66,
              30.75
            ],
            [
              -85.7,
              30.75
            ],
            [
              -85.71,
              30.76
            ],
            [
              -85.71,
              30.8
            ],
            [
              -85.7,
              30.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0701,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4047ddcd934e45e65d0c62ff72383a1252f79f10fb6574f53174a895500fc4f",
        "signature": {
          "alg": "ed25519",
          "sig": "9d4d771ee7ae982f621a8c8f33b965bfd6c2454ff68be1a7a14d2f6b37714d1242e59536dec03413c7ab436fafe2708c9414ce27d84cf758265bd0d8c012d10c"
        }
      },
      "receipt_sha256": "f4047ddcd934e45e65d0c62ff72383a1252f79f10fb6574f53174a895500fc4f"
    },
    {
      "storm_id": "237977",
      "lat": 28.8709,
      "lon": -83.02,
      "motion_east": 4.5,
      "motion_south": 3.5,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2618.0,
      "ebshear": 21.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3129
        },
        {
          "name": "alignment",
          "value": -1.3827
        },
        {
          "name": "tau",
          "value": 3.8333
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 3.8333492279052734,
      "coherence_diagnostics": {
        "tau": 3.8333492279052734,
        "grad_tau": 0.17669671773910522,
        "torsion": 0.0,
        "alignment": -1.382735252380371,
        "S_field": 1.030073881149292,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 5.340534687042236,
        "Da": 12.380431175231934,
        "E_coh": 0.9699320197105408,
        "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": [
          [
            [
              -83.04,
              28.9
            ],
            [
              -82.99,
              28.9
            ],
            [
              -82.97,
              28.89
            ],
            [
              -82.97,
              28.87
            ],
            [
              -83.0,
              28.83
            ],
            [
              -83.03,
              28.83
            ],
            [
              -83.04,
              28.84
            ],
            [
              -83.04,
              28.86
            ],
            [
              -83.05,
              28.87
            ],
            [
              -83.05,
              28.89
            ],
            [
              -83.04,
              28.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0687,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "903ac2f31ff4413d103254c57ca62f05af52d39f4db3f3406450179d7f29f45b",
        "signature": {
          "alg": "ed25519",
          "sig": "b6272ccb912e2c7d84f757797a19585676ceacced54480f934401f0c013088c302fdeb9d7db63e878311dfe3e82db7be023f3c7c91584a8627eec7df9ca32a02"
        }
      },
      "receipt_sha256": "903ac2f31ff4413d103254c57ca62f05af52d39f4db3f3406450179d7f29f45b"
    },
    {
      "storm_id": "237573",
      "lat": 27.6222,
      "lon": -78.4467,
      "motion_east": 4.2,
      "motion_south": -3.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3140.0,
      "ebshear": 22.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8129
        },
        {
          "name": "alignment",
          "value": 0.4712
        },
        {
          "name": "tau",
          "value": 2.5823
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0682
      },
      "coherence_score": 2.582298517227173,
      "coherence_diagnostics": {
        "tau": 2.582298517227173,
        "grad_tau": 0.5298483967781067,
        "torsion": 0.0,
        "alignment": 0.47120991349220276,
        "S_field": 0.8044715523719788,
        "Gamma_field": 0.23704509437084198,
        "S_over_Gamma": 3.3937489986419678,
        "Da": 15.342421531677246,
        "E_coh": 0.9685015082359314,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.46,
              27.66
            ],
            [
              -78.42,
              27.66
            ],
            [
              -78.4,
              27.63
            ],
            [
              -78.4,
              27.61
            ],
            [
              -78.43,
              27.58
            ],
            [
              -78.47,
              27.58
            ],
            [
              -78.49,
              27.59
            ],
            [
              -78.49,
              27.63
            ],
            [
              -78.46,
              27.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0682,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "a83c443d9147ef9fafa402c582af19af9a50b9ee1ee868cc3f615a5cb1a852ca",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0682,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "015a8ac8da50955e600981027792fdd8122e74addc61d71d3fe0e34294ef2769",
        "signature": {
          "alg": "ed25519",
          "sig": "9214a2400026acaad15960fa724bb64e3401f381ebc19549874a94b4e6af1e578bf52de18cbc8cf352a0325af211e54f3aac0cabb2d7a53abf3920ec81c8aa0d"
        }
      },
      "receipt_sha256": "015a8ac8da50955e600981027792fdd8122e74addc61d71d3fe0e34294ef2769"
    },
    {
      "storm_id": "237473",
      "lat": 28.9821,
      "lon": -82.8079,
      "motion_east": 3.7,
      "motion_south": 4.9,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2334.0,
      "ebshear": 23.0,
      "srh01": 21.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3129
        },
        {
          "name": "alignment",
          "value": -1.3827
        },
        {
          "name": "tau",
          "value": 3.8333
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 3.8333492279052734,
      "coherence_diagnostics": {
        "tau": 3.8333492279052734,
        "grad_tau": 0.17669671773910522,
        "torsion": 0.0,
        "alignment": -1.382735252380371,
        "S_field": 1.030073881149292,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 5.340534687042236,
        "Da": 12.380431175231934,
        "E_coh": 0.9699320197105408,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.83,
              29.18
            ],
            [
              -82.81,
              29.18
            ],
            [
              -82.75,
              29.12
            ],
            [
              -82.75,
              29.08
            ],
            [
              -82.71,
              29.03
            ],
            [
              -82.71,
              28.98
            ],
            [
              -82.72,
              28.97
            ],
            [
              -82.72,
              28.94
            ],
            [
              -82.7,
              28.92
            ],
            [
              -82.7,
              28.87
            ],
            [
              -82.73,
              28.84
            ],
            [
              -82.73,
              28.83
            ],
            [
              -82.79,
              28.78
            ],
            [
              -82.82,
              28.78
            ],
            [
              -82.85,
              28.81
            ],
            [
              -82.85,
              28.86
            ],
            [
              -82.86,
              28.87
            ],
            [
              -82.85,
              28.89
            ],
            [
              -82.87,
              28.92
            ],
            [
              -82.87,
              28.96
            ],
            [
              -82.88,
              28.97
            ],
            [
              -82.88,
              29.0
            ],
            [
              -82.89,
              29.01
            ],
            [
              -82.89,
              29.05
            ],
            [
              -82.87,
              29.08
            ],
            [
              -82.87,
              29.1
            ],
            [
              -82.85,
              29.12
            ],
            [
              -82.85,
              29.16
            ],
            [
              -82.83,
              29.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0665,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b66cac6935477239a19ae481d676b0bb5cfff7e731d06b6dce16dfcbf8ceaf1",
        "signature": {
          "alg": "ed25519",
          "sig": "87af9eee7d081397e62fc75325697c8cb8d294802f09205ae09c8c6e9a55259cf62abacfb2d85f8610e932ea0f21b42ddfde984e6659af4024a5cbc71ae0710b"
        }
      },
      "receipt_sha256": "1b66cac6935477239a19ae481d676b0bb5cfff7e731d06b6dce16dfcbf8ceaf1"
    },
    {
      "storm_id": "237980",
      "lat": 47.3706,
      "lon": -76.0841,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 265.0,
      "ebshear": 29.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4379
        },
        {
          "name": "alignment",
          "value": -4.0254
        },
        {
          "name": "tau",
          "value": 0.4119
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 0.4119420647621155,
      "coherence_diagnostics": {
        "tau": 0.4119420647621155,
        "grad_tau": 0.13953356444835663,
        "torsion": 0.0,
        "alignment": -4.0254034996032715,
        "S_field": 0.18086367845535278,
        "Gamma_field": 0.2028784155845642,
        "S_over_Gamma": 0.8914880156517029,
        "Da": 12.828963279724121,
        "E_coh": 0.2602238655090332,
        "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": [
          [
            [
              -75.94,
              47.64
            ],
            [
              -75.92,
              47.64
            ],
            [
              -75.93,
              47.61
            ],
            [
              -75.91,
              47.59
            ],
            [
              -75.89,
              47.59
            ],
            [
              -75.86,
              47.56
            ],
            [
              -75.84,
              47.56
            ],
            [
              -75.78,
              47.6
            ],
            [
              -75.76,
              47.6
            ],
            [
              -75.75,
              47.59
            ],
            [
              -75.73,
              47.55
            ],
            [
              -75.76,
              47.52
            ],
            [
              -75.78,
              47.47
            ],
            [
              -75.79,
              47.47
            ],
            [
              -75.83,
              47.44
            ],
            [
              -75.88,
              47.44
            ],
            [
              -75.93,
              47.48
            ],
            [
              -75.95,
              47.48
            ],
            [
              -75.99,
              47.46
            ],
            [
              -76.02,
              47.46
            ],
            [
              -76.04,
              47.44
            ],
            [
              -76.05,
              47.4
            ],
            [
              -76.08,
              47.37
            ],
            [
              -76.1,
              47.37
            ],
            [
              -76.11,
              47.36
            ],
            [
              -76.17,
              47.36
            ],
            [
              -76.21,
              47.34
            ],
            [
              -76.24,
              47.31
            ],
            [
              -76.24,
              47.28
            ],
            [
              -76.25,
              47.27
            ],
            [
              -76.2,
              47.23
            ],
            [
              -76.16,
              47.23
            ],
            [
              -76.15,
              47.24
            ],
            [
              -76.09,
              47.24
            ],
            [
              -76.07,
              47.25
            ],
            [
              -76.03,
              47.3
            ],
            [
              -76.01,
              47.3
            ],
            [
              -76.0,
              47.31
            ],
            [
              -75.95,
              47.31
            ],
            [
              -75.95,
              47.29
            ],
            [
              -75.93,
              47.26
            ],
            [
              -75.87,
              47.25
            ],
            [
              -75.85,
              47.23
            ],
            [
              -75.83,
              47.19
            ],
            [
              -75.8,
              47.16
            ],
            [
              -75.79,
              47.16
            ],
            [
              -75.79,
              47.15
            ],
            [
              -75.77,
              47.13
            ],
            [
              -75.77,
              47.09
            ],
            [
              -75.83,
              47.06
            ],
            [
              -75.86,
              47.02
            ],
            [
              -75.88,
              47.02
            ],
            [
              -75.91,
              47.06
            ],
            [
              -75.95,
              47.07
            ],
            [
              -75.96,
              47.08
            ],
            [
              -76.08,
              47.08
            ],
            [
              -76.09,
              47.07
            ],
            [
              -76.11,
              47.07
            ],
            [
              -76.17,
              47.04
            ],
            [
              -76.22,
              47.04
            ],
            [
              -76.23,
              47.05
            ],
            [
              -76.25,
              47.05
            ],
            [
              -76.28,
              47.09
            ],
            [
              -76.28,
              47.1
            ],
            [
              -76.33,
              47.15
            ],
            [
              -76.37,
              47.17
            ],
            [
              -76.37,
              47.18
            ],
            [
              -76.4,
              47.21
            ],
            [
              -76.41,
              47.24
            ],
            [
              -76.43,
              47.26
            ],
            [
              -76.44,
              47.34
            ],
            [
              -76.46,
              47.36
            ],
            [
              -76.45,
              47.37
            ],
            [
              -76.45,
              47.39
            ],
            [
              -76.43,
              47.4
            ],
            [
              -76.42,
              47.44
            ],
            [
              -76.4,
              47.45
            ],
            [
              -76.34,
              47.45
            ],
            [
              -76.31,
              47.43
            ],
            [
              -76.29,
              47.45
            ],
            [
              -76.29,
              47.47
            ],
            [
              -76.31,
              47.49
            ],
            [
              -76.31,
              47.51
            ],
            [
              -76.33,
              47.53
            ],
            [
              -76.33,
              47.55
            ],
            [
              -76.32,
              47.56
            ],
            [
              -76.24,
              47.56
            ],
            [
              -76.22,
              47.58
            ],
            [
              -76.22,
              47.6
            ],
            [
              -76.21,
              47.61
            ],
            [
              -76.19,
              47.62
            ],
            [
              -76.14,
              47.62
            ],
            [
              -76.13,
              47.61
            ],
            [
              -76.12,
              47.62
            ],
            [
              -76.09,
              47.6
            ],
            [
              -76.09,
              47.58
            ],
            [
              -76.08,
              47.57
            ],
            [
              -76.06,
              47.57
            ],
            [
              -76.03,
              47.55
            ],
            [
              -76.02,
              47.56
            ],
            [
              -76.0,
              47.56
            ],
            [
              -75.97,
              47.6
            ],
            [
              -75.97,
              47.62
            ],
            [
              -75.94,
              47.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0665,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b66cac6935477239a19ae481d676b0bb5cfff7e731d06b6dce16dfcbf8ceaf1",
        "signature": {
          "alg": "ed25519",
          "sig": "87af9eee7d081397e62fc75325697c8cb8d294802f09205ae09c8c6e9a55259cf62abacfb2d85f8610e932ea0f21b42ddfde984e6659af4024a5cbc71ae0710b"
        }
      },
      "receipt_sha256": "1b66cac6935477239a19ae481d676b0bb5cfff7e731d06b6dce16dfcbf8ceaf1"
    },
    {
      "storm_id": "237893",
      "lat": 47.7358,
      "lon": -75.8375,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 277.0,
      "ebshear": 24.0,
      "srh01": 23.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4379
        },
        {
          "name": "alignment",
          "value": -4.0254
        },
        {
          "name": "tau",
          "value": 0.4119
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0663
      },
      "coherence_score": 0.4119420647621155,
      "coherence_diagnostics": {
        "tau": 0.4119420647621155,
        "grad_tau": 0.13953356444835663,
        "torsion": 0.0,
        "alignment": -4.0254034996032715,
        "S_field": 0.18086367845535278,
        "Gamma_field": 0.2028784155845642,
        "S_over_Gamma": 0.8914880156517029,
        "Da": 12.828963279724121,
        "E_coh": 0.2602238655090332,
        "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": [
          [
            [
              -75.8,
              47.81
            ],
            [
              -75.78,
              47.79
            ],
            [
              -75.78,
              47.76
            ],
            [
              -75.81,
              47.73
            ],
            [
              -75.82,
              47.69
            ],
            [
              -75.86,
              47.68
            ],
            [
              -75.87,
              47.67
            ],
            [
              -75.89,
              47.67
            ],
            [
              -75.89,
              47.72
            ],
            [
              -75.88,
              47.73
            ],
            [
              -75.87,
              47.77
            ],
            [
              -75.8,
              47.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0663,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b97b926d3f1f2f34bf307f680325e38490f0fda50c7266839eea58f09a84a1c8",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0663,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d875e7bb3801c166579f543d9878e02f0d6e145c2fdc483f93bcb2d02e7c84f",
        "signature": {
          "alg": "ed25519",
          "sig": "7309b78d9527062b41606640de3acb626bfd1478f42e4ccdecbe0e40dab94a76e0d1ada4d504d1cd976417af571ec62ca52bb7f87a3c5e49e0007b9b7d39bc0c"
        }
      },
      "receipt_sha256": "9d875e7bb3801c166579f543d9878e02f0d6e145c2fdc483f93bcb2d02e7c84f"
    },
    {
      "storm_id": "238045",
      "lat": 25.8777,
      "lon": -78.7377,
      "motion_east": 0.4,
      "motion_south": -9.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3565.0,
      "ebshear": 23.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": 1.487
        },
        {
          "name": "tau",
          "value": 1.3159
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0662
      },
      "coherence_score": 1.3159475326538086,
      "coherence_diagnostics": {
        "tau": 1.3159475326538086,
        "grad_tau": 0.996112048625946,
        "torsion": 0.0,
        "alignment": 1.4870100021362305,
        "S_field": 1.0603975057601929,
        "Gamma_field": 0.23704509437084198,
        "S_over_Gamma": 4.473400115966797,
        "Da": 14.623522758483887,
        "E_coh": 0.9702983498573303,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.77,
              25.92
            ],
            [
              -78.69,
              25.92
            ],
            [
              -78.68,
              25.91
            ],
            [
              -78.68,
              25.87
            ],
            [
              -78.69,
              25.85
            ],
            [
              -78.71,
              25.86
            ],
            [
              -78.74,
              25.83
            ],
            [
              -78.76,
              25.83
            ],
            [
              -78.77,
              25.84
            ],
            [
              -78.77,
              25.87
            ],
            [
              -78.78,
              25.88
            ],
            [
              -78.78,
              25.91
            ],
            [
              -78.77,
              25.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0662,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "a6c0633423cd2623ab8be69895771a247fe0f35c0032fbbda6d0af066e1fb864",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0662,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e81ce24db7db8f2e7956c0e44cc40a6be1e9a2446262935b19ed665f5694e44",
        "signature": {
          "alg": "ed25519",
          "sig": "040c6846825b94fbac1e9d586aa86314cecc79bccd78f8becfa233e8389ba92c2ca85d20d85318b3c980802b74f7b8baec932fcd1568ed3d12036988b117d907"
        }
      },
      "receipt_sha256": "2e81ce24db7db8f2e7956c0e44cc40a6be1e9a2446262935b19ed665f5694e44"
    },
    {
      "storm_id": "234934",
      "lat": 41.8757,
      "lon": -87.5643,
      "motion_east": 0.6,
      "motion_south": -2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 341.0,
      "ebshear": 22.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6879
        },
        {
          "name": "alignment",
          "value": 8.5879
        },
        {
          "name": "tau",
          "value": 1.0641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0657
      },
      "coherence_score": 1.0640692710876465,
      "coherence_diagnostics": {
        "tau": 1.0640692710876465,
        "grad_tau": 0.08977939933538437,
        "torsion": 0.0,
        "alignment": 8.58788013458252,
        "S_field": 0.18106894195079803,
        "Gamma_field": 0.16871175169944763,
        "S_over_Gamma": 1.0732444524765015,
        "Da": 8.984637260437012,
        "E_coh": 0.7648565173149109,
        "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": 13,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.59,
              41.91
            ],
            [
              -87.56,
              41.91
            ],
            [
              -87.55,
              41.9
            ],
            [
              -87.5,
              41.9
            ],
            [
              -87.49,
              41.89
            ],
            [
              -87.49,
              41.84
            ],
            [
              -87.51,
              41.83
            ],
            [
              -87.56,
              41.83
            ],
            [
              -87.57,
              41.82
            ],
            [
              -87.63,
              41.84
            ],
            [
              -87.64,
              41.88
            ],
            [
              -87.62,
              41.9
            ],
            [
              -87.6,
              41.9
            ],
            [
              -87.59,
              41.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0657,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "eb060c7f4f853570157507175a4bf54635142ea4756e8a38fcfd987929493fcc",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0657,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5aab21ba924e940c389b9e277e0bc38436d63e092d51cad6c52ba3dd994cf0fc",
        "signature": {
          "alg": "ed25519",
          "sig": "16822c5e14750eb64293923979e6940081ecb6273be571bb5dd4015998562deac76ba729ec6c3da69ee80ef3750aed625a6dffd4ffdfef0df1b3f277b5f88b03"
        }
      },
      "receipt_sha256": "5aab21ba924e940c389b9e277e0bc38436d63e092d51cad6c52ba3dd994cf0fc"
    },
    {
      "storm_id": "237453",
      "lat": 29.12,
      "lon": -83.1122,
      "motion_east": 4.8,
      "motion_south": 2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2129.0,
      "ebshear": 21.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3129
        },
        {
          "name": "alignment",
          "value": -1.3827
        },
        {
          "name": "tau",
          "value": 3.8333
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0652
      },
      "coherence_score": 3.8333492279052734,
      "coherence_diagnostics": {
        "tau": 3.8333492279052734,
        "grad_tau": 0.17669671773910522,
        "torsion": 0.0,
        "alignment": -1.382735252380371,
        "S_field": 1.030073881149292,
        "Gamma_field": 0.19287841022014618,
        "S_over_Gamma": 5.340534687042236,
        "Da": 12.380431175231934,
        "E_coh": 0.9699320197105408,
        "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": [
          [
            [
              -83.13,
              29.16
            ],
            [
              -83.09,
              29.16
            ],
            [
              -83.07,
              29.13
            ],
            [
              -83.07,
              29.09
            ],
            [
              -83.1,
              29.07
            ],
            [
              -83.12,
              29.07
            ],
            [
              -83.15,
              29.1
            ],
            [
              -83.15,
              29.14
            ],
            [
              -83.13,
              29.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0652,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "4dd24ff588fc5dd9088f41ffb1267ed72f625127b70a5fbeae0fe21914449609",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0652,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26c9d7105603a643d5255042a0355d0d05c0a1be139c9526db669f697ba0383b",
        "signature": {
          "alg": "ed25519",
          "sig": "ce017bb94d6038abe22bb356eed5a9002b540876a9fe323140d45dda86f09cd37059868642a001ab7d88ad29750a7524c5cef5521bcd2edffe250909d6ca3b08"
        }
      },
      "receipt_sha256": "26c9d7105603a643d5255042a0355d0d05c0a1be139c9526db669f697ba0383b"
    },
    {
      "storm_id": "238031",
      "lat": 27.6845,
      "lon": -82.0945,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3424.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0629
        },
        {
          "name": "alignment",
          "value": -2.016
        },
        {
          "name": "tau",
          "value": 2.764
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0634
      },
      "coherence_score": 2.764014959335327,
      "coherence_diagnostics": {
        "tau": 2.764014959335327,
        "grad_tau": 0.6376761198043823,
        "torsion": 0.0,
        "alignment": -2.0160446166992188,
        "S_field": 0.5660784244537354,
        "Gamma_field": 0.28454509377479553,
        "S_over_Gamma": 1.9894155263900757,
        "Da": 17.884477615356445,
        "E_coh": 0.9041971564292908,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.07,
              27.72
            ],
            [
              -82.05,
              27.72
            ],
            [
              -82.06,
              27.64
            ],
            [
              -82.07,
              27.63
            ],
            [
              -82.1,
              27.67
            ],
            [
              -82.12,
              27.67
            ],
            [
              -82.13,
              27.65
            ],
            [
              -82.15,
              27.69
            ],
            [
              -82.14,
              27.71
            ],
            [
              -82.08,
              27.71
            ],
            [
              -82.07,
              27.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0634,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "f4b4cd5d9c5100b474f24569b748ce81f1b0ed96947d803725d3e833ce5ee6fa",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0634,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d86c02224a49cacf0a95dc26aefdd992c2679f802c666075760981ab10e9c41",
        "signature": {
          "alg": "ed25519",
          "sig": "fa4b9fbc60da5a70ee47f107c2d5a5a0e7df7de78ac2a514531001215f50d92fb9d2e82ea94042537a0a8b52bef403c706d3aa664bfce4702cc218521a0e9408"
        }
      },
      "receipt_sha256": "8d86c02224a49cacf0a95dc26aefdd992c2679f802c666075760981ab10e9c41"
    },
    {
      "storm_id": "236904",
      "lat": 49.8053,
      "lon": -71.4507,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 23.0,
      "ebshear": 9.0,
      "srh01": 64.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.4379
        },
        {
          "name": "alignment",
          "value": -1.4235
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0619
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.19787511229515076,
        "torsion": 0.0,
        "alignment": -1.4235305786132812,
        "S_field": 0.08158528804779053,
        "Gamma_field": 0.18037842214107513,
        "S_over_Gamma": 0.45230069756507874,
        "Da": 11.260074615478516,
        "E_coh": 0.31050801277160645,
        "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": [
          [
            [
              -71.5,
              49.86
            ],
            [
              -71.41,
              49.86
            ],
            [
              -71.4,
              49.85
            ],
            [
              -71.4,
              49.84
            ],
            [
              -71.38,
              49.82
            ],
            [
              -71.38,
              49.8
            ],
            [
              -71.41,
              49.76
            ],
            [
              -71.41,
              49.75
            ],
            [
              -71.43,
              49.75
            ],
            [
              -71.47,
              49.73
            ],
            [
              -71.49,
              49.74
            ],
            [
              -71.53,
              49.78
            ],
            [
              -71.53,
              49.83
            ],
            [
              -71.52,
              49.85
            ],
            [
              -71.5,
              49.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0619,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fcc5c124ab61a9b2a6c953c548ff2b5e9ccff4d01bd3f737b4b2b31870aaf76e",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0619,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71b6d332354e9775d74a3f8ae7db0d0912bdaf3aa23c432fd5a817940692d696",
        "signature": {
          "alg": "ed25519",
          "sig": "afc63ca899026ad6f28d206a08a857703509313ef255a6ca01dc91e2c67a2cfbfde0bb9c3f5e94d49f4f6fd841674508d077ea602dadf5fa409a4edc74525500"
        }
      },
      "receipt_sha256": "71b6d332354e9775d74a3f8ae7db0d0912bdaf3aa23c432fd5a817940692d696"
    },
    {
      "storm_id": "238008",
      "lat": 30.7727,
      "lon": -85.0491,
      "motion_east": 5.0,
      "motion_south": 1.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2294.0,
      "ebshear": 11.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0629
        },
        {
          "name": "alignment",
          "value": 1.4166
        },
        {
          "name": "tau",
          "value": 2.173
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 2.172966957092285,
      "coherence_diagnostics": {
        "tau": 2.172966957092285,
        "grad_tau": 0.8974096179008484,
        "torsion": 0.0,
        "alignment": 1.4165650606155396,
        "S_field": 0.40043866634368896,
        "Gamma_field": 0.36621177196502686,
        "S_over_Gamma": 1.0934619903564453,
        "Da": 24.40718650817871,
        "E_coh": 0.8293899893760681,
        "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": [
          [
            [
              -85.03,
              30.82
            ],
            [
              -85.02,
              30.81
            ],
            [
              -85.02,
              30.73
            ],
            [
              -85.03,
              30.72
            ],
            [
              -85.08,
              30.72
            ],
            [
              -85.08,
              30.74
            ],
            [
              -85.09,
              30.75
            ],
            [
              -85.08,
              30.79
            ],
            [
              -85.05,
              30.79
            ],
            [
              -85.03,
              30.81
            ],
            [
              -85.03,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.061,
        "probability": 0.000824,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000824,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5fc1d90367ee7cf746cb7c0e7b1d6f9fd4dd405bbcb236549fa7de3898210f80",
        "signature": {
          "alg": "ed25519",
          "sig": "6c6b758011c8c82d7d36914b97b03508d4c8451e8350fc480126fa6a57f25a7d36964fba0f87db8005586f7341f5f277c314ba1510cf681b33ecc1224dbd150c"
        }
      },
      "receipt_sha256": "5fc1d90367ee7cf746cb7c0e7b1d6f9fd4dd405bbcb236549fa7de3898210f80"
    },
    {
      "storm_id": "238042",
      "lat": 28.1514,
      "lon": -83.2843,
      "motion_east": 4.6,
      "motion_south": 0.4,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2443.0,
      "ebshear": 17.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1879
        },
        {
          "name": "alignment",
          "value": -1.3886
        },
        {
          "name": "tau",
          "value": 3.5832
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0591
      },
      "coherence_score": 3.5831668376922607,
      "coherence_diagnostics": {
        "tau": 3.5831668376922607,
        "grad_tau": 0.47087907791137695,
        "torsion": 0.0,
        "alignment": -1.388568639755249,
        "S_field": 1.087755560874939,
        "Gamma_field": 0.19621175527572632,
        "S_over_Gamma": 5.543783664703369,
        "Da": 12.32239818572998,
        "E_coh": 0.9680238962173462,
        "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": [
          [
            [
              -83.32,
              28.18
            ],
            [
              -83.3,
              28.17
            ],
            [
              -83.25,
              28.17
            ],
            [
              -83.24,
              28.18
            ],
            [
              -83.24,
              28.09
            ],
            [
              -83.32,
              28.09
            ],
            [
              -83.32,
              28.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0591,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0591,
        "probability": 0.000807,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000807,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "471a3d64f9d85cafc9f89eb56a6467296a2dbdf580db63f2d29a0e8417d196c9",
        "signature": {
          "alg": "ed25519",
          "sig": "574e464e0366306dd5f3bc3abcc2db50ce530134f867def20cc7a39e29ac5af3f57f2a3e620987f01b70d7e1121b0f52f3b1d64d2500ab86220075dfec0b5103"
        }
      },
      "receipt_sha256": "471a3d64f9d85cafc9f89eb56a6467296a2dbdf580db63f2d29a0e8417d196c9"
    },
    {
      "storm_id": "238019",
      "lat": 41.18,
      "lon": -90.4411,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 190.0,
      "ebshear": 8.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5629
        },
        {
          "name": "alignment",
          "value": 12.8299
        },
        {
          "name": "tau",
          "value": 1.3113
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0575
      },
      "coherence_score": 1.3113229274749756,
      "coherence_diagnostics": {
        "tau": 1.3113229274749756,
        "grad_tau": 0.0930188000202179,
        "torsion": 0.0,
        "alignment": 12.829900741577148,
        "S_field": 0.3369287848472595,
        "Gamma_field": 0.16954508423805237,
        "S_over_Gamma": 1.987251877784729,
        "Da": 9.077775001525879,
        "E_coh": 0.7685741186141968,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.46,
              41.21
            ],
            [
              -90.43,
              41.21
            ],
            [
              -90.42,
              41.2
            ],
            [
              -90.41,
              41.21
            ],
            [
              -90.39,
              41.21
            ],
            [
              -90.38,
              41.19
            ],
            [
              -90.39,
              41.18
            ],
            [
              -90.4,
              41.19
            ],
            [
              -90.42,
              41.19
            ],
            [
              -90.44,
              41.17
            ],
            [
              -90.44,
              41.14
            ],
            [
              -90.45,
              41.13
            ],
            [
              -90.49,
              41.13
            ],
            [
              -90.48,
              41.14
            ],
            [
              -90.5,
              41.15
            ],
            [
              -90.5,
              41.19
            ],
            [
              -90.48,
              41.19
            ],
            [
              -90.46,
              41.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0575,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0575,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e60755c2f8cd2b7980a34156a40251ec7d4980a2a034152e186baf5ebf111a77",
        "signature": {
          "alg": "ed25519",
          "sig": "eba50b7573d4b3eb5f2b8eb21bbc5a61768d72ed28ae78371287d843e4bb0bcb59ee2c808092d409a4c94bd756719a13d45e3455c5f8ea031cedf1de0fa25d05"
        }
      },
      "receipt_sha256": "e60755c2f8cd2b7980a34156a40251ec7d4980a2a034152e186baf5ebf111a77"
    },
    {
      "storm_id": "237754",
      "lat": 41.2021,
      "lon": -90.2843,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 236.0,
      "ebshear": 9.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5629
        },
        {
          "name": "alignment",
          "value": 12.8299
        },
        {
          "name": "tau",
          "value": 1.3113
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 1.3113229274749756,
      "coherence_diagnostics": {
        "tau": 1.3113229274749756,
        "grad_tau": 0.0930188000202179,
        "torsion": 0.0,
        "alignment": 12.829900741577148,
        "S_field": 0.3369287848472595,
        "Gamma_field": 0.16954508423805237,
        "S_over_Gamma": 1.987251877784729,
        "Da": 9.077775001525879,
        "E_coh": 0.7685741186141968,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.33,
              41.24
            ],
            [
              -90.24,
              41.24
            ],
            [
              -90.23,
              41.23
            ],
            [
              -90.21,
              41.23
            ],
            [
              -90.19,
              41.2
            ],
            [
              -90.19,
              41.18
            ],
            [
              -90.23,
              41.18
            ],
            [
              -90.27,
              41.16
            ],
            [
              -90.34,
              41.16
            ],
            [
              -90.35,
              41.17
            ],
            [
              -90.37,
              41.17
            ],
            [
              -90.35,
              41.2
            ],
            [
              -90.35,
              41.23
            ],
            [
              -90.33,
              41.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0571,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0571,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d28b0ff107c925b768790e55d0a1994efe577508faebb4d1c41b3db5f9001cf",
        "signature": {
          "alg": "ed25519",
          "sig": "bbac8807e809564f974e5152440176af1bc28269a24e0f88ae04e10ffc12cfe768279e6960670b2cd9fdf0f0d1eab5f2ea2a52e33badba19aae2fe3768ed4001"
        }
      },
      "receipt_sha256": "2d28b0ff107c925b768790e55d0a1994efe577508faebb4d1c41b3db5f9001cf"
    },
    {
      "storm_id": "237652",
      "lat": 33.6825,
      "lon": -76.0025,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 240.0,
      "ebshear": 11.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3129
        },
        {
          "name": "alignment",
          "value": -2.2948
        },
        {
          "name": "tau",
          "value": 2.8783
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 2.8782944679260254,
      "coherence_diagnostics": {
        "tau": 2.8782944679260254,
        "grad_tau": 0.5713546276092529,
        "torsion": 0.0,
        "alignment": -2.2947816848754883,
        "S_field": 1.0433628559112549,
        "Gamma_field": 0.2095450907945633,
        "S_over_Gamma": 4.979180812835693,
        "Da": 13.322404861450195,
        "E_coh": 0.9443053007125854,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.99,
              33.75
            ],
            [
              -75.96,
              33.74
            ],
            [
              -75.94,
              33.72
            ],
            [
              -75.94,
              33.67
            ],
            [
              -75.97,
              33.63
            ],
            [
              -75.96,
              33.62
            ],
            [
              -75.97,
              33.61
            ],
            [
              -76.03,
              33.61
            ],
            [
              -76.05,
              33.62
            ],
            [
              -76.06,
              33.64
            ],
            [
              -76.06,
              33.68
            ],
            [
              -76.05,
              33.69
            ],
            [
              -76.05,
              33.71
            ],
            [
              -76.02,
              33.74
            ],
            [
              -76.0,
              33.74
            ],
            [
              -75.99,
              33.75
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.057,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09f9fa40eb9161b4a793a99f68e49437b214286dd0c49c80c95e466b8e3dc441",
        "signature": {
          "alg": "ed25519",
          "sig": "b76cc798b24bce1f294c1d9f87d80ada03788696fcf6b44d327e2505f7fdc93a5965e70b0e0dffe31eddeb829e7646fb643a3b74068ade899c2d1b87c4bbce01"
        }
      },
      "receipt_sha256": "09f9fa40eb9161b4a793a99f68e49437b214286dd0c49c80c95e466b8e3dc441"
    },
    {
      "storm_id": "238017",
      "lat": 28.3767,
      "lon": -90.8067,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2722.0,
      "ebshear": 17.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1879
        },
        {
          "name": "alignment",
          "value": 1.3756
        },
        {
          "name": "tau",
          "value": 4.3814
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0563
      },
      "coherence_score": 4.381385803222656,
      "coherence_diagnostics": {
        "tau": 4.381385803222656,
        "grad_tau": 0.3252808749675751,
        "torsion": 0.0,
        "alignment": 1.3756250143051147,
        "S_field": 1.5961518287658691,
        "Gamma_field": 0.2028784155845642,
        "S_over_Gamma": 7.867528915405273,
        "Da": 12.235488891601562,
        "E_coh": 0.9798223972320557,
        "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": [
          [
            [
              -90.8,
              28.42
            ],
            [
              -90.77,
              28.42
            ],
            [
              -90.78,
              28.4
            ],
            [
              -90.78,
              28.34
            ],
            [
              -90.79,
              28.33
            ],
            [
              -90.87,
              28.33
            ],
            [
              -90.85,
              28.35
            ],
            [
              -90.83,
              28.34
            ],
            [
              -90.8,
              28.36
            ],
            [
              -90.8,
              28.4
            ],
            [
              -90.81,
              28.41
            ],
            [
              -90.8,
              28.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0563,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0563,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "868cde51a8b034ff6a03a96b9986e2e7c840c03b98abdc1a96d95ccf097ccb4b",
        "signature": {
          "alg": "ed25519",
          "sig": "a7d64d395cb6e1ea1e531f7b6fc937384286089a325e248f0efa69c92320186bfc277a3bd5d7dc1a612bbed0ef86505dec1ecd937c741cfb031fd1a19c446907"
        }
      },
      "receipt_sha256": "868cde51a8b034ff6a03a96b9986e2e7c840c03b98abdc1a96d95ccf097ccb4b"
    },
    {
      "storm_id": "238018",
      "lat": 28.3373,
      "lon": -90.6682,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2826.0,
      "ebshear": 17.0,
      "srh01": 8.0,
      "maxllaz": 0.0,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1879
        },
        {
          "name": "alignment",
          "value": 1.3756
        },
        {
          "name": "tau",
          "value": 4.3814
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0563
      },
      "coherence_score": 4.381385803222656,
      "coherence_diagnostics": {
        "tau": 4.381385803222656,
        "grad_tau": 0.3252808749675751,
        "torsion": 0.0,
        "alignment": 1.3756250143051147,
        "S_field": 1.5961518287658691,
        "Gamma_field": 0.2028784155845642,
        "S_over_Gamma": 7.867528915405273,
        "Da": 12.235488891601562,
        "E_coh": 0.9798223972320557,
        "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": [
          [
            [
              -90.73,
              28.39
            ],
            [
              -90.59,
              28.39
            ],
            [
              -90.6,
              28.38
            ],
            [
              -90.6,
              28.31
            ],
            [
              -90.62,
              28.29
            ],
            [
              -90.68,
              28.29
            ],
            [
              -90.69,
              28.3
            ],
            [
              -90.71,
              28.3
            ],
            [
              -90.7,
              28.32
            ],
            [
              -90.7,
              28.35
            ],
            [
              -90.73,
              28.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0563,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0563,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "868cde51a8b034ff6a03a96b9986e2e7c840c03b98abdc1a96d95ccf097ccb4b",
        "signature": {
          "alg": "ed25519",
          "sig": "a7d64d395cb6e1ea1e531f7b6fc937384286089a325e248f0efa69c92320186bfc277a3bd5d7dc1a612bbed0ef86505dec1ecd937c741cfb031fd1a19c446907"
        }
      },
      "receipt_sha256": "868cde51a8b034ff6a03a96b9986e2e7c840c03b98abdc1a96d95ccf097ccb4b"
    },
    {
      "storm_id": "237875",
      "lat": 25.2753,
      "lon": -79.0687,
      "motion_east": 4.1,
      "motion_south": 0.5,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3223.0,
      "ebshear": 24.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5629
        },
        {
          "name": "alignment",
          "value": 0.7985
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.1717504262924194,
        "torsion": 0.0,
        "alignment": 0.7985305786132812,
        "S_field": 1.1631360054016113,
        "Gamma_field": 0.21954508125782013,
        "S_over_Gamma": 5.297936916351318,
        "Da": 13.288382530212402,
        "E_coh": 0.9832737445831299,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.1,
              25.33
            ],
            [
              -79.08,
              25.3
            ],
            [
              -79.05,
              25.3
            ],
            [
              -79.03,
              25.33
            ],
            [
              -79.02,
              25.27
            ],
            [
              -79.01,
              25.26
            ],
            [
              -79.02,
              25.24
            ],
            [
              -79.06,
              25.25
            ],
            [
              -79.08,
              25.23
            ],
            [
              -79.08,
              25.22
            ],
            [
              -79.09,
              25.23
            ],
            [
              -79.1,
              25.25
            ],
            [
              -79.1,
              25.29
            ],
            [
              -79.11,
              25.3
            ],
            [
              -79.1,
              25.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0554,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1617272fcd4bbe26a188a939e156fff51de142c594da94821d4dbd6455ba1aa0",
        "signature": {
          "alg": "ed25519",
          "sig": "cc51a489260898ade07c999cc5ac11995d58a253c19e83a0d65e41c9a398205202aab6561d310e4e3faee7fe635040f9e816c299897c0383c63acb3849f91f0a"
        }
      },
      "receipt_sha256": "1617272fcd4bbe26a188a939e156fff51de142c594da94821d4dbd6455ba1aa0"
    },
    {
      "storm_id": "237935",
      "lat": 28.91,
      "lon": -81.9213,
      "motion_east": 3.6,
      "motion_south": 0.9,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2320.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6879
        },
        {
          "name": "alignment",
          "value": -1.5289
        },
        {
          "name": "tau",
          "value": 3.6795
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 3.6795177459716797,
      "coherence_diagnostics": {
        "tau": 3.6795177459716797,
        "grad_tau": 0.203292116522789,
        "torsion": 0.0,
        "alignment": -1.528935194015503,
        "S_field": 0.8796340227127075,
        "Gamma_field": 0.20537841320037842,
        "S_over_Gamma": 4.282991409301758,
        "Da": 13.452895164489746,
        "E_coh": 0.9716746211051941,
        "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": [
          [
            [
              -81.93,
              28.95
            ],
            [
              -81.89,
              28.94
            ],
            [
              -81.88,
              28.89
            ],
            [
              -81.9,
              28.87
            ],
            [
              -81.94,
              28.87
            ],
            [
              -81.95,
              28.88
            ],
            [
              -81.95,
              28.93
            ],
            [
              -81.93,
              28.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0554,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1617272fcd4bbe26a188a939e156fff51de142c594da94821d4dbd6455ba1aa0",
        "signature": {
          "alg": "ed25519",
          "sig": "cc51a489260898ade07c999cc5ac11995d58a253c19e83a0d65e41c9a398205202aab6561d310e4e3faee7fe635040f9e816c299897c0383c63acb3849f91f0a"
        }
      },
      "receipt_sha256": "1617272fcd4bbe26a188a939e156fff51de142c594da94821d4dbd6455ba1aa0"
    },
    {
      "storm_id": "237734",
      "lat": 25.6844,
      "lon": -78.6056,
      "motion_east": 0.2,
      "motion_south": -10.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3243.0,
      "ebshear": 22.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5629
        },
        {
          "name": "alignment",
          "value": -0.0765
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3159475326538086,
        "torsion": 0.0,
        "alignment": -0.07646942138671875,
        "S_field": 1.186194658279419,
        "Gamma_field": 0.22204507887363434,
        "S_over_Gamma": 5.342134475708008,
        "Da": 13.387211799621582,
        "E_coh": 0.984719455242157,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.63,
              25.76
            ],
            [
              -78.58,
              25.76
            ],
            [
              -78.56,
              25.75
            ],
            [
              -78.55,
              25.74
            ],
            [
              -78.55,
              25.71
            ],
            [
              -78.54,
              25.7
            ],
            [
              -78.56,
              25.66
            ],
            [
              -78.56,
              25.64
            ],
            [
              -78.58,
              25.61
            ],
            [
              -78.59,
              25.57
            ],
            [
              -78.65,
              25.57
            ],
            [
              -78.69,
              25.64
            ],
            [
              -78.68,
              25.68
            ],
            [
              -78.67,
              25.69
            ],
            [
              -78.67,
              25.71
            ],
            [
              -78.63,
              25.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0526,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c19ef3e6be67001e5f408fd15eefee07dacad06382ec171b87882ad3b590af3f",
        "signature": {
          "alg": "ed25519",
          "sig": "7a77435de63ce06a8fb8b8be831c90d7b60cb2dac2b81dd706b9b961811918e946960d1c20a9e6d0eb9e09ef460bc3284fb654860c267f0c53f6c34d4efc3c0b"
        }
      },
      "receipt_sha256": "c19ef3e6be67001e5f408fd15eefee07dacad06382ec171b87882ad3b590af3f"
    },
    {
      "storm_id": "237633",
      "lat": 24.4926,
      "lon": -78.6295,
      "motion_east": 3.9,
      "motion_south": -7.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3634.0,
      "ebshear": 18.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5629
        },
        {
          "name": "alignment",
          "value": -0.0765
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3159475326538086,
        "torsion": 0.0,
        "alignment": -0.07646942138671875,
        "S_field": 1.186194658279419,
        "Gamma_field": 0.22204507887363434,
        "S_over_Gamma": 5.342134475708008,
        "Da": 13.387211799621582,
        "E_coh": 0.984719455242157,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.57,
              24.59
            ],
            [
              -78.57,
              24.57
            ],
            [
              -78.56,
              24.56
            ],
            [
              -78.56,
              24.53
            ],
            [
              -78.57,
              24.52
            ],
            [
              -78.56,
              24.5
            ],
            [
              -78.62,
              24.44
            ],
            [
              -78.63,
              24.41
            ],
            [
              -78.65,
              24.39
            ],
            [
              -78.67,
              24.39
            ],
            [
              -78.68,
              24.38
            ],
            [
              -78.71,
              24.39
            ],
            [
              -78.73,
              24.43
            ],
            [
              -78.71,
              24.48
            ],
            [
              -78.67,
              24.52
            ],
            [
              -78.67,
              24.53
            ],
            [
              -78.64,
              24.57
            ],
            [
              -78.62,
              24.57
            ],
            [
              -78.57,
              24.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0523,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c38197afa7354332bbfc65713660f94bf38a4cc614dd98a9708d3c216cfdf36",
        "signature": {
          "alg": "ed25519",
          "sig": "1d2643d7d5d6b4f29a4b5f7144cecd0dac2be5a0f6ab3e09f174fa8f41f9126322724c2e1647801df8e096287a58f2f00acd5c81c73f7f54d1a60e0e42234d0e"
        }
      },
      "receipt_sha256": "3c38197afa7354332bbfc65713660f94bf38a4cc614dd98a9708d3c216cfdf36"
    },
    {
      "storm_id": "237851",
      "lat": 29.1274,
      "lon": -84.66,
      "motion_east": 6.1,
      "motion_south": 0.4,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2519.0,
      "ebshear": 15.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5629
        },
        {
          "name": "alignment",
          "value": 1.047
        },
        {
          "name": "tau",
          "value": 3.8522
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0517
      },
      "coherence_score": 3.8522372245788574,
      "coherence_diagnostics": {
        "tau": 3.8522372245788574,
        "grad_tau": 0.10876110196113586,
        "torsion": 0.0,
        "alignment": 1.047025203704834,
        "S_field": 1.0993616580963135,
        "Gamma_field": 0.19954508543014526,
        "S_over_Gamma": 5.509339809417725,
        "Da": 12.592207908630371,
        "E_coh": 0.9763267040252686,
        "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": [
          [
            [
              -84.68,
              29.22
            ],
            [
              -84.66,
              29.21
            ],
            [
              -84.62,
              29.21
            ],
            [
              -84.58,
              29.19
            ],
            [
              -84.55,
              29.15
            ],
            [
              -84.55,
              29.12
            ],
            [
              -84.58,
              29.08
            ],
            [
              -84.58,
              29.07
            ],
            [
              -84.6,
              29.05
            ],
            [
              -84.64,
              29.03
            ],
            [
              -84.65,
              29.01
            ],
            [
              -84.75,
              29.01
            ],
            [
              -84.75,
              29.07
            ],
            [
              -84.68,
              29.07
            ],
            [
              -84.66,
              29.09
            ],
            [
              -84.66,
              29.1
            ],
            [
              -84.68,
              29.12
            ],
            [
              -84.72,
              29.13
            ],
            [
              -84.75,
              29.16
            ],
            [
              -84.74,
              29.2
            ],
            [
              -84.73,
              29.21
            ],
            [
              -84.69,
              29.21
            ],
            [
              -84.68,
              29.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0517,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "de5ade4daec259a2c332853371d30f9fd92878c1a49cfe3fda34ccd87411d74e",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0517,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd1d55502598c4a899e0504614e57d371e4477600d675e1b85b27ca41b50b3b4",
        "signature": {
          "alg": "ed25519",
          "sig": "f9eff1d387bddd26a4735a724eb4a79433bb525c3ae80a1a34be5aedf3b33ae2a12bbbb870250962726e09a7f1638f9ff65c0aa8a4be8026b6a11029d0577d07"
        }
      },
      "receipt_sha256": "bd1d55502598c4a899e0504614e57d371e4477600d675e1b85b27ca41b50b3b4"
    },
    {
      "storm_id": "238043",
      "lat": 27.901,
      "lon": -82.184,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3345.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8129
        },
        {
          "name": "alignment",
          "value": -1.6498
        },
        {
          "name": "tau",
          "value": 3.4421
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 3.442131996154785,
      "coherence_diagnostics": {
        "tau": 3.442131996154785,
        "grad_tau": 0.48075753450393677,
        "torsion": 0.0,
        "alignment": -1.6497650146484375,
        "S_field": 1.1010043621063232,
        "Gamma_field": 0.19204507768154144,
        "S_over_Gamma": 5.733051776885986,
        "Da": 12.192028045654297,
        "E_coh": 0.9677164554595947,
        "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": [
          [
            [
              -82.18,
              27.95
            ],
            [
              -82.16,
              27.95
            ],
            [
              -82.16,
              27.9
            ],
            [
              -82.18,
              27.86
            ],
            [
              -82.18,
              27.84
            ],
            [
              -82.2,
              27.85
            ],
            [
              -82.21,
              27.87
            ],
            [
              -82.21,
              27.9
            ],
            [
              -82.18,
              27.94
            ],
            [
              -82.18,
              27.95
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.051,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3fae56a3b6a273107d0fa6432f9802c273328a088e6326ca6281ac81320a2e0",
        "signature": {
          "alg": "ed25519",
          "sig": "64bd79de217237782ca6ec294701cb35f4f392b0e9fc195f47fe5736c3e2d8548bd9752bfa18287194bedec9f213bc5bf41ca7b998216a1003873db70ba77601"
        }
      },
      "receipt_sha256": "f3fae56a3b6a273107d0fa6432f9802c273328a088e6326ca6281ac81320a2e0"
    },
    {
      "storm_id": "238014",
      "lat": 28.9345,
      "lon": -77.0209,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3147.0,
      "ebshear": 22.0,
      "srh01": 24.0,
      "maxllaz": 0.0,
      "mesh": 0.3,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6879
        },
        {
          "name": "alignment",
          "value": 2.3417
        },
        {
          "name": "tau",
          "value": 3.5623
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 3.5623037815093994,
      "coherence_diagnostics": {
        "tau": 3.5623037815093994,
        "grad_tau": 0.20091691613197327,
        "torsion": 0.0,
        "alignment": 2.3416852951049805,
        "S_field": 0.8295094966888428,
        "Gamma_field": 0.22287842631340027,
        "S_over_Gamma": 3.7218024730682373,
        "Da": 14.460253715515137,
        "E_coh": 0.9351847171783447,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.04,
              29.0
            ],
            [
              -76.98,
              28.98
            ],
            [
              -76.96,
              28.95
            ],
            [
              -76.96,
              28.92
            ],
            [
              -76.97,
              28.9
            ],
            [
              -77.0,
              28.88
            ],
            [
              -77.05,
              28.88
            ],
            [
              -77.07,
              28.89
            ],
            [
              -77.08,
              28.91
            ],
            [
              -77.08,
              28.97
            ],
            [
              -77.04,
              29.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0509,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0aab4eed64bb0b3ed1c0e13391640cc264ade3c61acbe867bf7e07b088480aea",
        "signature": {
          "alg": "ed25519",
          "sig": "ec0fe9fea306accff0307cb758b5cf6df287664a7d9afa7b808ce79edc87082fd41e487272b4c84b5b0d0bf5ddca361295754d7cfafaab46e8731728c3b0bd06"
        }
      },
      "receipt_sha256": "0aab4eed64bb0b3ed1c0e13391640cc264ade3c61acbe867bf7e07b088480aea"
    },
    {
      "storm_id": "237575",
      "lat": 48.0512,
      "lon": -83.1575,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 172.0,
      "ebshear": 22.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.4379
        },
        {
          "name": "alignment",
          "value": 4.8652
        },
        {
          "name": "tau",
          "value": 0.2832
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 0.2831636667251587,
      "coherence_diagnostics": {
        "tau": 0.2831636667251587,
        "grad_tau": 0.22935836017131805,
        "torsion": 0.0,
        "alignment": 4.865230083465576,
        "S_field": 0.1923004686832428,
        "Gamma_field": 0.25954508781433105,
        "S_over_Gamma": 0.7409135103225708,
        "Da": 15.326424598693848,
        "E_coh": 0.5435343384742737,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.17,
              48.08
            ],
            [
              -83.14,
              48.08
            ],
            [
              -83.13,
              48.07
            ],
            [
              -83.13,
              48.02
            ],
            [
              -83.14,
              48.01
            ],
            [
              -83.19,
              48.01
            ],
            [
              -83.19,
              48.06
            ],
            [
              -83.17,
              48.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0483,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f37a129e1f4195a4de99393989d757181c22f289ecde2a4a814701da43fa8664",
        "signature": {
          "alg": "ed25519",
          "sig": "cdc08c9a7c93da1cf416f1d43ed86b0be8ac24c2b5711b7d8d6bf2d5ea04183e8fdadefea6b22570bec81e6fc0a00e537b63ac204005b7746ab458a260cfa303"
        }
      },
      "receipt_sha256": "f37a129e1f4195a4de99393989d757181c22f289ecde2a4a814701da43fa8664"
    },
    {
      "storm_id": "238035",
      "lat": 47.3612,
      "lon": -76.5325,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 272.0,
      "ebshear": 25.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4379
        },
        {
          "name": "alignment",
          "value": -0.9511
        },
        {
          "name": "tau",
          "value": 0.4427
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 0.44266146421432495,
      "coherence_diagnostics": {
        "tau": 0.44266146421432495,
        "grad_tau": 0.14890557527542114,
        "torsion": 0.0,
        "alignment": -0.951110303401947,
        "S_field": 0.18954555690288544,
        "Gamma_field": 0.16954508423805237,
        "S_over_Gamma": 1.1179654598236084,
        "Da": 10.216599464416504,
        "E_coh": 0.6942575573921204,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.54,
              47.39
            ],
            [
              -76.5,
              47.39
            ],
            [
              -76.5,
              47.34
            ],
            [
              -76.51,
              47.33
            ],
            [
              -76.55,
              47.33
            ],
            [
              -76.56,
              47.34
            ],
            [
              -76.56,
              47.38
            ],
            [
              -76.54,
              47.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0483,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f37a129e1f4195a4de99393989d757181c22f289ecde2a4a814701da43fa8664",
        "signature": {
          "alg": "ed25519",
          "sig": "cdc08c9a7c93da1cf416f1d43ed86b0be8ac24c2b5711b7d8d6bf2d5ea04183e8fdadefea6b22570bec81e6fc0a00e537b63ac204005b7746ab458a260cfa303"
        }
      },
      "receipt_sha256": "f37a129e1f4195a4de99393989d757181c22f289ecde2a4a814701da43fa8664"
    },
    {
      "storm_id": "238037",
      "lat": 44.3243,
      "lon": -77.8,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 307.0,
      "ebshear": 13.0,
      "srh01": 44.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5629
        },
        {
          "name": "alignment",
          "value": -0.7928
        },
        {
          "name": "tau",
          "value": 0.6251
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 0.6251412630081177,
      "coherence_diagnostics": {
        "tau": 0.6251412630081177,
        "grad_tau": 0.06833160668611526,
        "torsion": 0.0,
        "alignment": -0.7927724719047546,
        "S_field": 0.22596503794193268,
        "Gamma_field": 0.44954508543014526,
        "S_over_Gamma": 0.502652645111084,
        "Da": 27.091466903686523,
        "E_coh": 0.36572378873825073,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.83,
              44.35
            ],
            [
              -77.78,
              44.35
            ],
            [
              -77.77,
              44.34
            ],
            [
              -77.77,
              44.3
            ],
            [
              -77.79,
              44.28
            ],
            [
              -77.83,
              44.3
            ],
            [
              -77.83,
              44.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0482,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67cd23f766b721504b102504e1a3238002fa58529e69e441abb55ceb31949ebb",
        "signature": {
          "alg": "ed25519",
          "sig": "e6f5fb97f63b1a4df35f2848cbd2bf7b016ae246814fe2032ff4324073c0b153c85feea092c19203661d6ffc7a0e9000e5619ce935e2201074bff969804f5a0b"
        }
      },
      "receipt_sha256": "67cd23f766b721504b102504e1a3238002fa58529e69e441abb55ceb31949ebb"
    },
    {
      "storm_id": "237258",
      "lat": 28.7638,
      "lon": -82.4705,
      "motion_east": 0.7,
      "motion_south": 1.5,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2579.0,
      "ebshear": 19.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6879
        },
        {
          "name": "alignment",
          "value": -1.5289
        },
        {
          "name": "tau",
          "value": 3.6795
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 3.6795177459716797,
      "coherence_diagnostics": {
        "tau": 3.6795177459716797,
        "grad_tau": 0.203292116522789,
        "torsion": 0.0,
        "alignment": -1.528935194015503,
        "S_field": 0.8796340227127075,
        "Gamma_field": 0.20537841320037842,
        "S_over_Gamma": 4.282991409301758,
        "Da": 13.452895164489746,
        "E_coh": 0.9716746211051941,
        "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": [
          [
            [
              -82.47,
              28.82
            ],
            [
              -82.37,
              28.82
            ],
            [
              -82.35,
              28.81
            ],
            [
              -82.35,
              28.8
            ],
            [
              -82.36,
              28.8
            ],
            [
              -82.38,
              28.78
            ],
            [
              -82.38,
              28.75
            ],
            [
              -82.39,
              28.74
            ],
            [
              -82.43,
              28.73
            ],
            [
              -82.46,
              28.7
            ],
            [
              -82.48,
              28.66
            ],
            [
              -82.53,
              28.65
            ],
            [
              -82.59,
              28.68
            ],
            [
              -82.61,
              28.72
            ],
            [
              -82.61,
              28.76
            ],
            [
              -82.57,
              28.78
            ],
            [
              -82.55,
              28.8
            ],
            [
              -82.53,
              28.8
            ],
            [
              -82.52,
              28.81
            ],
            [
              -82.48,
              28.81
            ],
            [
              -82.47,
              28.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0479,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "afac6579a358dbb54f1a2722ec04be007b3a82eeb5e0e6e84e7930183f3da85c",
        "signature": {
          "alg": "ed25519",
          "sig": "cbf3855e88aac0a17d5af6d0db09d3c8e55a04c054e2b48c87bbde82d34e35f89ef073ea9120c5c42fb05f35f36137209085542ce920030d81da84470fac140c"
        }
      },
      "receipt_sha256": "afac6579a358dbb54f1a2722ec04be007b3a82eeb5e0e6e84e7930183f3da85c"
    },
    {
      "storm_id": "237892",
      "lat": 26.1388,
      "lon": -78.6488,
      "motion_east": 2.9,
      "motion_south": -2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3431.0,
      "ebshear": 25.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": 1.487
        },
        {
          "name": "tau",
          "value": 1.3159
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0474
      },
      "coherence_score": 1.3159475326538086,
      "coherence_diagnostics": {
        "tau": 1.3159475326538086,
        "grad_tau": 0.996112048625946,
        "torsion": 0.0,
        "alignment": 1.4870100021362305,
        "S_field": 1.0603975057601929,
        "Gamma_field": 0.23704509437084198,
        "S_over_Gamma": 4.473400115966797,
        "Da": 14.623522758483887,
        "E_coh": 0.9702983498573303,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.66,
              26.18
            ],
            [
              -78.64,
              26.18
            ],
            [
              -78.6,
              26.14
            ],
            [
              -78.62,
              26.1
            ],
            [
              -78.65,
              26.1
            ],
            [
              -78.66,
              26.09
            ],
            [
              -78.7,
              26.14
            ],
            [
              -78.66,
              26.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0474,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0474,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a70b16c604cb44fdf4554189d5db44f68f9756e6b0cf2cfe8cbd07f09c98dd28",
        "signature": {
          "alg": "ed25519",
          "sig": "0d634f9f4c8b3dc759ec8530bc654894c55b462cd3e2c5006e40900668f9621c90f386735572c6728111f18cd23c0285d2bb9746e2ed357f6888fc5831ab470e"
        }
      },
      "receipt_sha256": "a70b16c604cb44fdf4554189d5db44f68f9756e6b0cf2cfe8cbd07f09c98dd28"
    },
    {
      "storm_id": "237765",
      "lat": 28.8567,
      "lon": -78.2252,
      "motion_east": 4.2,
      "motion_south": -2.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3976.0,
      "ebshear": 18.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3129
        },
        {
          "name": "alignment",
          "value": 1.1536
        },
        {
          "name": "tau",
          "value": 3.2735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 3.273491382598877,
      "coherence_diagnostics": {
        "tau": 3.273491382598877,
        "grad_tau": 0.29878920316696167,
        "torsion": 0.0,
        "alignment": 1.153602123260498,
        "S_field": 0.5767468214035034,
        "Gamma_field": 0.2187117487192154,
        "S_over_Gamma": 2.6370179653167725,
        "Da": 14.302491188049316,
        "E_coh": 0.9579931497573853,
        "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": [
          [
            [
              -78.31,
              28.94
            ],
            [
              -78.28,
              28.94
            ],
            [
              -78.26,
              28.92
            ],
            [
              -78.23,
              28.92
            ],
            [
              -78.21,
              28.88
            ],
            [
              -78.18,
              28.88
            ],
            [
              -78.14,
              28.85
            ],
            [
              -78.12,
              28.87
            ],
            [
              -78.11,
              28.87
            ],
            [
              -78.11,
              28.85
            ],
            [
              -78.1,
              28.84
            ],
            [
              -78.1,
              28.78
            ],
            [
              -78.11,
              28.78
            ],
            [
              -78.11,
              28.79
            ],
            [
              -78.14,
              28.82
            ],
            [
              -78.17,
              28.78
            ],
            [
              -78.25,
              28.78
            ],
            [
              -78.27,
              28.79
            ],
            [
              -78.28,
              28.81
            ],
            [
              -78.3,
              28.83
            ],
            [
              -78.31,
              28.83
            ],
            [
              -78.32,
              28.86
            ],
            [
              -78.33,
              28.87
            ],
            [
              -78.35,
              28.87
            ],
            [
              -78.35,
              28.93
            ],
            [
              -78.33,
              28.91
            ],
            [
              -78.31,
              28.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0462,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10814f987c02023befcfcfd3bfe31433b732ee32e558996798931f6aa362c0b5",
        "signature": {
          "alg": "ed25519",
          "sig": "c2e1ce050b90c3fe88f88ff93b5c396233697cacd97af60573d88d46adcd704cedea348b9321b876c12f758b1ce07f0888b2b0ab7e475a65ffb0a068908c0c06"
        }
      },
      "receipt_sha256": "10814f987c02023befcfcfd3bfe31433b732ee32e558996798931f6aa362c0b5"
    },
    {
      "storm_id": "236935",
      "lat": 24.7253,
      "lon": -78.7187,
      "motion_east": 3.4,
      "motion_south": -6.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3528.0,
      "ebshear": 19.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5629
        },
        {
          "name": "alignment",
          "value": -0.0765
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3159475326538086,
        "torsion": 0.0,
        "alignment": -0.07646942138671875,
        "S_field": 1.186194658279419,
        "Gamma_field": 0.22204507887363434,
        "S_over_Gamma": 5.342134475708008,
        "Da": 13.387211799621582,
        "E_coh": 0.984719455242157,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.67,
              24.79
            ],
            [
              -78.63,
              24.79
            ],
            [
              -78.63,
              24.73
            ],
            [
              -78.64,
              24.71
            ],
            [
              -78.67,
              24.7
            ],
            [
              -78.69,
              24.68
            ],
            [
              -78.75,
              24.65
            ],
            [
              -78.81,
              24.65
            ],
            [
              -78.82,
              24.67
            ],
            [
              -78.81,
              24.69
            ],
            [
              -78.81,
              24.72
            ],
            [
              -78.78,
              24.75
            ],
            [
              -78.72,
              24.78
            ],
            [
              -78.68,
              24.78
            ],
            [
              -78.67,
              24.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0449,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1dd202e47edbded2553211649774720a590f8f4943ff0353bc6f973d2f8e2ab",
        "signature": {
          "alg": "ed25519",
          "sig": "52d5d7c34a72c2239990e7261a8bd2413db35a74dcc43210e0eb80709688e62da7949d9d9ad60e6df0d82e551e0271cce488a65187507eedb18001fa1d331308"
        }
      },
      "receipt_sha256": "b1dd202e47edbded2553211649774720a590f8f4943ff0353bc6f973d2f8e2ab"
    },
    {
      "storm_id": "238033",
      "lat": 26.8815,
      "lon": -84.1877,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2351.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5629
        },
        {
          "name": "alignment",
          "value": 0.2812
        },
        {
          "name": "tau",
          "value": 2.3119
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 2.311851978302002,
      "coherence_diagnostics": {
        "tau": 2.311851978302002,
        "grad_tau": 0.9133984446525574,
        "torsion": 0.0,
        "alignment": 0.2812242805957794,
        "S_field": 0.5184034705162048,
        "Gamma_field": 0.34787842631340027,
        "S_over_Gamma": 1.4901857376098633,
        "Da": 21.516687393188477,
        "E_coh": 0.9483408331871033,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.19,
              26.93
            ],
            [
              -84.18,
              26.93
            ],
            [
              -84.16,
              26.9
            ],
            [
              -84.16,
              26.88
            ],
            [
              -84.18,
              26.86
            ],
            [
              -84.17,
              26.84
            ],
            [
              -84.18,
              26.83
            ],
            [
              -84.19,
              26.83
            ],
            [
              -84.19,
              26.86
            ],
            [
              -84.21,
              26.88
            ],
            [
              -84.21,
              26.89
            ],
            [
              -84.23,
              26.9
            ],
            [
              -84.19,
              26.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0445,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26941768682f84cc945132d471f6e9d3932512c11c409b463330144e08653868",
        "signature": {
          "alg": "ed25519",
          "sig": "e7789a522620935e317b41501968a9f111f81c69b870ff3096444f1e87b02816d525c9cb4479776a5263db5d790f5ea861bd18f965401c3d7a8564f493d93609"
        }
      },
      "receipt_sha256": "26941768682f84cc945132d471f6e9d3932512c11c409b463330144e08653868"
    },
    {
      "storm_id": "235847",
      "lat": 48.0809,
      "lon": -83.7064,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 164.0,
      "ebshear": 24.0,
      "srh01": 6.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8129
        },
        {
          "name": "alignment",
          "value": 3.4491
        },
        {
          "name": "tau",
          "value": 0.2714
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0444
      },
      "coherence_score": 0.271381139755249,
      "coherence_diagnostics": {
        "tau": 0.271381139755249,
        "grad_tau": 0.22152402997016907,
        "torsion": 0.0,
        "alignment": 3.449052095413208,
        "S_field": 0.17221170663833618,
        "Gamma_field": 0.24287842214107513,
        "S_over_Gamma": 0.709044873714447,
        "Da": 14.37045669555664,
        "E_coh": 0.4525693655014038,
        "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": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.72,
              48.12
            ],
            [
              -83.68,
              48.12
            ],
            [
              -83.66,
              48.1
            ],
            [
              -83.67,
              48.05
            ],
            [
              -83.69,
              48.04
            ],
            [
              -83.71,
              48.04
            ],
            [
              -83.72,
              48.05
            ],
            [
              -83.72,
              48.06
            ],
            [
              -83.74,
              48.08
            ],
            [
              -83.74,
              48.11
            ],
            [
              -83.72,
              48.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0444,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0444,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b83bb27fc88c953af07e82d232740b92af75707aeaac522650b0defceafdc7f",
        "signature": {
          "alg": "ed25519",
          "sig": "24b85a31d27b4628d11e1f94f0f62544e2802f810f24f36c05cc94d0eecfc8646643ba0d9ae60e04f1d5becec0ce0bb54def6de6956eb33a4ddec202365e6401"
        }
      },
      "receipt_sha256": "2b83bb27fc88c953af07e82d232740b92af75707aeaac522650b0defceafdc7f"
    },
    {
      "storm_id": "237693",
      "lat": 26.1245,
      "lon": -78.1482,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3487.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5629
        },
        {
          "name": "alignment",
          "value": 1.487
        },
        {
          "name": "tau",
          "value": 1.3159
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 1.3159475326538086,
      "coherence_diagnostics": {
        "tau": 1.3159475326538086,
        "grad_tau": 0.996112048625946,
        "torsion": 0.0,
        "alignment": 1.4870100021362305,
        "S_field": 1.0603975057601929,
        "Gamma_field": 0.23704509437084198,
        "S_over_Gamma": 4.473400115966797,
        "Da": 14.623522758483887,
        "E_coh": 0.9702983498573303,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.2,
              26.19
            ],
            [
              -78.19,
              26.19
            ],
            [
              -78.16,
              26.16
            ],
            [
              -78.14,
              26.16
            ],
            [
              -78.13,
              26.15
            ],
            [
              -78.1,
              26.08
            ],
            [
              -78.08,
              26.06
            ],
            [
              -78.1,
              26.04
            ],
            [
              -78.13,
              26.04
            ],
            [
              -78.2,
              26.11
            ],
            [
              -78.2,
              26.19
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.043,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73c310975f9cd20beeb47cbf2990a14368a0cb4534f62efbcf8c3e583b172ef0",
        "signature": {
          "alg": "ed25519",
          "sig": "aac2c3d68f71520ea55ffe5bac47d1e2da2620cc12326084c21d647ef366d197fe6b360434bf784decd47b734b9763b5e146a5d4c3cb0f5be9853271dd82e40f"
        }
      },
      "receipt_sha256": "73c310975f9cd20beeb47cbf2990a14368a0cb4534f62efbcf8c3e583b172ef0"
    },
    {
      "storm_id": "237939",
      "lat": 24.836,
      "lon": -78.9233,
      "motion_east": 3.3,
      "motion_south": -5.0,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2824.0,
      "ebshear": 19.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5629
        },
        {
          "name": "alignment",
          "value": -0.0765
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3159475326538086,
        "torsion": 0.0,
        "alignment": -0.07646942138671875,
        "S_field": 1.186194658279419,
        "Gamma_field": 0.22204507887363434,
        "S_over_Gamma": 5.342134475708008,
        "Da": 13.387211799621582,
        "E_coh": 0.984719455242157,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.94,
              24.88
            ],
            [
              -78.9,
              24.87
            ],
            [
              -78.9,
              24.85
            ],
            [
              -78.92,
              24.85
            ],
            [
              -78.93,
              24.84
            ],
            [
              -78.91,
              24.82
            ],
            [
              -78.89,
              24.82
            ],
            [
              -78.89,
              24.81
            ],
            [
              -78.91,
              24.81
            ],
            [
              -78.92,
              24.8
            ],
            [
              -78.94,
              24.8
            ],
            [
              -78.95,
              24.81
            ],
            [
              -78.95,
              24.84
            ],
            [
              -78.96,
              24.86
            ],
            [
              -78.94,
              24.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0429,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eeefdea7bef698bcb786e7336d80dd6b998d83aac2a0b929fd9a7c40bef6039d",
        "signature": {
          "alg": "ed25519",
          "sig": "784ea820494ef4271f8bab450d1ac5c09a8fe4cdbb026badb8726a07565221a13d0fb92a6ae65713049da2f5ff001ad03ab613549ae946861a12382665be400f"
        }
      },
      "receipt_sha256": "eeefdea7bef698bcb786e7336d80dd6b998d83aac2a0b929fd9a7c40bef6039d"
    },
    {
      "storm_id": "238003",
      "lat": 27.1511,
      "lon": -81.7537,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3331.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4379
        },
        {
          "name": "alignment",
          "value": -0.2941
        },
        {
          "name": "tau",
          "value": 1.906
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 1.906005620956421,
      "coherence_diagnostics": {
        "tau": 1.906005620956421,
        "grad_tau": 0.7613958120346069,
        "torsion": 0.0,
        "alignment": -0.29406237602233887,
        "S_field": 0.49313244223594666,
        "Gamma_field": 0.3712117671966553,
        "S_over_Gamma": 1.328439712524414,
        "Da": 23.40196990966797,
        "E_coh": 0.9637318849563599,
        "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": [
          [
            [
              -81.8,
              27.19
            ],
            [
              -81.78,
              27.19
            ],
            [
              -81.77,
              27.18
            ],
            [
              -81.74,
              27.19
            ],
            [
              -81.73,
              27.18
            ],
            [
              -81.69,
              27.17
            ],
            [
              -81.69,
              27.16
            ],
            [
              -81.71,
              27.16
            ],
            [
              -81.72,
              27.15
            ],
            [
              -81.71,
              27.14
            ],
            [
              -81.71,
              27.1
            ],
            [
              -81.73,
              27.09
            ],
            [
              -81.74,
              27.1
            ],
            [
              -81.78,
              27.1
            ],
            [
              -81.8,
              27.11
            ],
            [
              -81.8,
              27.14
            ],
            [
              -81.81,
              27.15
            ],
            [
              -81.81,
              27.18
            ],
            [
              -81.8,
              27.19
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.04,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "472a2477dd8d3eacae1d6cded9d75691858ffbeab2589d362a2ea9b58e413e91",
        "signature": {
          "alg": "ed25519",
          "sig": "47c1588281c107aafe3637cddc272d5360af017d39888e324c1455c0619f03f7cee5323b38084cf39c6c43c95c3aee15565ee5a9ebd185a42dcbf72b751cd209"
        }
      },
      "receipt_sha256": "472a2477dd8d3eacae1d6cded9d75691858ffbeab2589d362a2ea9b58e413e91"
    },
    {
      "storm_id": "237836",
      "lat": 49.02,
      "lon": -76.4633,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 49.0,
      "ebshear": 17.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5629
        },
        {
          "name": "alignment",
          "value": -0.111
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2520946264266968,
        "torsion": 0.0,
        "alignment": -0.11103057861328125,
        "S_field": 0.1042088121175766,
        "Gamma_field": 0.15954509377479553,
        "S_over_Gamma": 0.6531621217727661,
        "Da": 9.462088584899902,
        "E_coh": 0.05466393753886223,
        "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": [
          [
            [
              -76.47,
              49.05
            ],
            [
              -76.44,
              49.05
            ],
            [
              -76.43,
              49.04
            ],
            [
              -76.43,
              49.0
            ],
            [
              -76.46,
              48.98
            ],
            [
              -76.47,
              48.99
            ],
            [
              -76.5,
              48.99
            ],
            [
              -76.5,
              49.03
            ],
            [
              -76.47,
              49.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0381,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d04a68c5a365d907bc63052d5c5d39f0a7c822779f8a6131527eee39d12f2e7c",
        "signature": {
          "alg": "ed25519",
          "sig": "a1398688c2c0549ce4500d22d27e980dce9bbf76c619b1c7710b6ece0a7200c254177962e1da9d52440da86a9727b077c3ee0e4b4a96f43b10c0d84e3bc7080a"
        }
      },
      "receipt_sha256": "d04a68c5a365d907bc63052d5c5d39f0a7c822779f8a6131527eee39d12f2e7c"
    },
    {
      "storm_id": "238036",
      "lat": 47.03,
      "lon": -78.1622,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260801_143040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 242.0,
      "ebshear": 18.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0629
        },
        {
          "name": "alignment",
          "value": 3.486
        },
        {
          "name": "tau",
          "value": 0.5804
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0354
      },
      "coherence_score": 0.5803831815719604,
      "coherence_diagnostics": {
        "tau": 0.5803831815719604,
        "grad_tau": 0.11370663344860077,
        "torsion": 0.0,
        "alignment": 3.4860401153564453,
        "S_field": 0.15817394852638245,
        "Gamma_field": 0.15121175348758698,
        "S_over_Gamma": 1.0460426807403564,
        "Da": 8.984928131103516,
        "E_coh": 0.24399952590465546,
        "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": [
          [
            [
              -78.18,
              47.06
            ],
            [
              -78.13,
              47.06
            ],
            [
              -78.12,
              47.05
            ],
            [
              -78.12,
              47.01
            ],
            [
              -78.16,
              47.0
            ],
            [
              -78.17,
              46.99
            ],
            [
              -78.2,
              46.99
            ],
            [
              -78.2,
              47.05
            ],
            [
              -78.18,
              47.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0354,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "072cda9835df4847a9f6338f0d8043870097c383162d8de280b31ed70c958e39",
        "input_sha256": "1694dedd03cab3666c6028ac3c8936f3ef24e253c547bcb2b33da777ad6d9b16",
        "issued_at": "2026-08-01T14:56:51Z",
        "raw_probability": 0.0354,
        "probability": 0.000804,
        "confidence_lo": 0.000789,
        "confidence_hi": 0.000804,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b908c492c06f2947896b91878703b10e9c9f56d81bc6505786bed8dc14a0aa9b",
        "signature": {
          "alg": "ed25519",
          "sig": "075911b9a90f8b3b37707c168cf07e7459c8365b728ea606682ec066ce271f695bc92bd6fd8bb3e1a2464f95c71156bc22e895d256b01198caba637a88d70f07"
        }
      },
      "receipt_sha256": "b908c492c06f2947896b91878703b10e9c9f56d81bc6505786bed8dc14a0aa9b"
    }
  ]
}
