{
  "forecast_id": "to_fcst_20260721_1631",
  "hazard": "tornado",
  "issued_at": "2026-07-21T16:31:22Z",
  "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": 192,
  "top_probability": 0.024,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "31515",
      "lat": 43.661,
      "lon": -78.599,
      "motion_east": 5.9,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1973.0,
      "ebshear": 25.0,
      "srh01": 236.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 236.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3499
        },
        {
          "name": "alignment",
          "value": -6.5707
        },
        {
          "name": "tau",
          "value": 2.4993
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7995
      },
      "coherence_score": 2.4992690086364746,
      "coherence_diagnostics": {
        "tau": 2.4992690086364746,
        "grad_tau": 0.3810844421386719,
        "torsion": 0.0,
        "alignment": -6.570652008056641,
        "S_field": 1.3375697135925293,
        "Gamma_field": 0.17093993723392487,
        "S_over_Gamma": 7.824793338775635,
        "Da": 10.18293285369873,
        "E_coh": 0.6203243136405945,
        "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": [
          [
            [
              -78.62,
              43.7
            ],
            [
              -78.57,
              43.7
            ],
            [
              -78.55,
              43.68
            ],
            [
              -78.55,
              43.63
            ],
            [
              -78.56,
              43.62
            ],
            [
              -78.61,
              43.62
            ],
            [
              -78.63,
              43.63
            ],
            [
              -78.64,
              43.65
            ],
            [
              -78.64,
              43.68
            ],
            [
              -78.62,
              43.7
            ]
          ]
        ]
      },
      "raw_probability": 0.7995,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d9a2e4d45a514dbcec1fd2e587746cee2cf1b89f3e83035688834a2e18608969",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7995,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "163faa4a41b8dc85c2158bfd5f24117a1459f8f734c9f485612c749534d112d8"
      },
      "receipt_sha256": "163faa4a41b8dc85c2158bfd5f24117a1459f8f734c9f485612c749534d112d8"
    },
    {
      "storm_id": "31340",
      "lat": 43.517,
      "lon": -78.781,
      "motion_east": 5.6,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1958.0,
      "ebshear": 33.0,
      "srh01": 233.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 233.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3499
        },
        {
          "name": "alignment",
          "value": -6.5707
        },
        {
          "name": "tau",
          "value": 2.4993
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7924
      },
      "coherence_score": 2.4992690086364746,
      "coherence_diagnostics": {
        "tau": 2.4992690086364746,
        "grad_tau": 0.3810844421386719,
        "torsion": 0.0,
        "alignment": -6.570652008056641,
        "S_field": 1.3375697135925293,
        "Gamma_field": 0.17093993723392487,
        "S_over_Gamma": 7.824793338775635,
        "Da": 10.18293285369873,
        "E_coh": 0.6203243136405945,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.8,
              43.56
            ],
            [
              -78.73,
              43.56
            ],
            [
              -78.72,
              43.55
            ],
            [
              -78.72,
              43.5
            ],
            [
              -78.76,
              43.47
            ],
            [
              -78.8,
              43.47
            ],
            [
              -78.82,
              43.48
            ],
            [
              -78.83,
              43.49
            ],
            [
              -78.83,
              43.53
            ],
            [
              -78.8,
              43.56
            ]
          ]
        ]
      },
      "raw_probability": 0.7924,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "fdbf26e8d1434aa834e341803da518d045c4e3cd32695cff40d1b58a353de42b",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7924,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d434134b387efe4d9f7481b0da7932f24adf2670b8235ed8e5e280e84ce10b0e"
      },
      "receipt_sha256": "d434134b387efe4d9f7481b0da7932f24adf2670b8235ed8e5e280e84ce10b0e"
    },
    {
      "storm_id": "31423",
      "lat": 43.0953,
      "lon": -78.5826,
      "motion_east": 5.6,
      "motion_south": -7.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1222.0,
      "ebshear": 34.0,
      "srh01": 183.0,
      "maxllaz": 0.007,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 183.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3499
        },
        {
          "name": "alignment",
          "value": -6.5707
        },
        {
          "name": "tau",
          "value": 2.4993
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7921
      },
      "coherence_score": 2.4992690086364746,
      "coherence_diagnostics": {
        "tau": 2.4992690086364746,
        "grad_tau": 0.3810844421386719,
        "torsion": 0.0,
        "alignment": -6.570652008056641,
        "S_field": 1.3375697135925293,
        "Gamma_field": 0.17093993723392487,
        "S_over_Gamma": 7.824793338775635,
        "Da": 10.18293285369873,
        "E_coh": 0.6203243136405945,
        "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": [
          [
            [
              -78.61,
              43.22
            ],
            [
              -78.59,
              43.22
            ],
            [
              -78.55,
              43.19
            ],
            [
              -78.55,
              43.16
            ],
            [
              -78.56,
              43.15
            ],
            [
              -78.56,
              43.1
            ],
            [
              -78.52,
              43.07
            ],
            [
              -78.51,
              43.03
            ],
            [
              -78.5,
              43.02
            ],
            [
              -78.5,
              43.0
            ],
            [
              -78.52,
              42.98
            ],
            [
              -78.59,
              42.98
            ],
            [
              -78.6,
              42.99
            ],
            [
              -78.62,
              42.99
            ],
            [
              -78.69,
              43.06
            ],
            [
              -78.69,
              43.09
            ],
            [
              -78.65,
              43.16
            ],
            [
              -78.65,
              43.18
            ],
            [
              -78.61,
              43.22
            ]
          ]
        ]
      },
      "raw_probability": 0.7921,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "13ab7ef195c9f8b426158179e6ed629fda8962f2f0e996af1b67933a55ab4031",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7921,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f865665c79fc2358f2a060ad2ab6258b77b405f3cab3a9db6900a8e98a93badf"
      },
      "receipt_sha256": "f865665c79fc2358f2a060ad2ab6258b77b405f3cab3a9db6900a8e98a93badf"
    },
    {
      "storm_id": "31641",
      "lat": 43.6867,
      "lon": -78.8922,
      "motion_east": 5.4,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1844.0,
      "ebshear": 34.0,
      "srh01": 237.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 237.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3499
        },
        {
          "name": "alignment",
          "value": -6.5707
        },
        {
          "name": "tau",
          "value": 2.4993
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7902
      },
      "coherence_score": 2.4992690086364746,
      "coherence_diagnostics": {
        "tau": 2.4992690086364746,
        "grad_tau": 0.3810844421386719,
        "torsion": 0.0,
        "alignment": -6.570652008056641,
        "S_field": 1.3375697135925293,
        "Gamma_field": 0.17093993723392487,
        "S_over_Gamma": 7.824793338775635,
        "Da": 10.18293285369873,
        "E_coh": 0.6203243136405945,
        "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": [
          [
            [
              -78.91,
              43.72
            ],
            [
              -78.86,
              43.72
            ],
            [
              -78.84,
              43.7
            ],
            [
              -78.84,
              43.68
            ],
            [
              -78.88,
              43.64
            ],
            [
              -78.92,
              43.64
            ],
            [
              -78.94,
              43.66
            ],
            [
              -78.93,
              43.7
            ],
            [
              -78.91,
              43.72
            ]
          ]
        ]
      },
      "raw_probability": 0.7902,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "4b643f9daef32fb0aaf8922edd40687e01b5453c224ae0a30a638a5adc41742d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7902,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed88e83eb68733f2477c1f3160f6c54730b1c30c17e27f2deee1ff168dcd5c3b"
      },
      "receipt_sha256": "ed88e83eb68733f2477c1f3160f6c54730b1c30c17e27f2deee1ff168dcd5c3b"
    },
    {
      "storm_id": "30297",
      "lat": 39.676,
      "lon": -81.524,
      "motion_east": 10.9,
      "motion_south": 6.1,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2249.0,
      "ebshear": 57.0,
      "srh01": 121.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5999
        },
        {
          "name": "alignment",
          "value": -19.8766
        },
        {
          "name": "tau",
          "value": 3.3239
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7832
      },
      "coherence_score": 3.3239407539367676,
      "coherence_diagnostics": {
        "tau": 3.3239407539367676,
        "grad_tau": 0.35243603587150574,
        "torsion": 0.0,
        "alignment": -19.876575469970703,
        "S_field": 0.8705699443817139,
        "Gamma_field": 0.3659399449825287,
        "S_over_Gamma": 2.3789968490600586,
        "Da": 18.946319580078125,
        "E_coh": 0.4638475179672241,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.52,
              39.77
            ],
            [
              -81.43,
              39.77
            ],
            [
              -81.4,
              39.75
            ],
            [
              -81.4,
              39.72
            ],
            [
              -81.42,
              39.68
            ],
            [
              -81.41,
              39.6
            ],
            [
              -81.43,
              39.56
            ],
            [
              -81.46,
              39.56
            ],
            [
              -81.51,
              39.61
            ],
            [
              -81.55,
              39.59
            ],
            [
              -81.61,
              39.59
            ],
            [
              -81.63,
              39.61
            ],
            [
              -81.63,
              39.64
            ],
            [
              -81.64,
              39.66
            ],
            [
              -81.63,
              39.67
            ],
            [
              -81.62,
              39.71
            ],
            [
              -81.59,
              39.74
            ],
            [
              -81.55,
              39.76
            ],
            [
              -81.53,
              39.76
            ],
            [
              -81.52,
              39.77
            ]
          ]
        ]
      },
      "raw_probability": 0.7832,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "e27cf83b8882e02d71f22e2f94ef99c804df567a0b3e6377d360f9b1216b40b9",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7832,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c5f1a47858b87747dfb1d2d7f3b520cd73fb37b02181cd2b91d629671bf3647"
      },
      "receipt_sha256": "5c5f1a47858b87747dfb1d2d7f3b520cd73fb37b02181cd2b91d629671bf3647"
    },
    {
      "storm_id": "30885",
      "lat": 38.3785,
      "lon": -74.9954,
      "motion_east": 6.9,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2578.0,
      "ebshear": 29.0,
      "srh01": 113.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.3499
        },
        {
          "name": "alignment",
          "value": -6.5503
        },
        {
          "name": "tau",
          "value": 3.5183
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7714
      },
      "coherence_score": 3.5183494091033936,
      "coherence_diagnostics": {
        "tau": 3.5183494091033936,
        "grad_tau": 0.20113548636436462,
        "torsion": 0.0,
        "alignment": -6.550331115722656,
        "S_field": 1.0627460479736328,
        "Gamma_field": 0.3292732834815979,
        "S_over_Gamma": 3.2275502681732178,
        "Da": 19.47281837463379,
        "E_coh": 0.7240385413169861,
        "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": [
          [
            [
              -74.94,
              38.45
            ],
            [
              -74.93,
              38.44
            ],
            [
              -74.9,
              38.44
            ],
            [
              -74.86,
              38.42
            ],
            [
              -74.85,
              38.4
            ],
            [
              -74.85,
              38.36
            ],
            [
              -74.91,
              38.35
            ],
            [
              -74.92,
              38.34
            ],
            [
              -74.92,
              38.28
            ],
            [
              -74.96,
              38.26
            ],
            [
              -75.0,
              38.26
            ],
            [
              -75.06,
              38.29
            ],
            [
              -75.08,
              38.31
            ],
            [
              -75.12,
              38.32
            ],
            [
              -75.14,
              38.34
            ],
            [
              -75.14,
              38.41
            ],
            [
              -75.13,
              38.42
            ],
            [
              -75.11,
              38.43
            ],
            [
              -75.09,
              38.42
            ],
            [
              -75.07,
              38.44
            ],
            [
              -75.06,
              38.44
            ],
            [
              -75.01,
              38.38
            ],
            [
              -74.97,
              38.37
            ],
            [
              -74.96,
              38.38
            ],
            [
              -74.96,
              38.44
            ],
            [
              -74.94,
              38.45
            ]
          ]
        ]
      },
      "raw_probability": 0.7714,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "c03cdcf22b90a7ba956e93a62f1f314bce33593f14df34d28b02c152ad4d5e1a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7714,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eca392c1bbe551440cf0ed2b50f1517407b1142a845319dedbb71557e2b8bd4f"
      },
      "receipt_sha256": "eca392c1bbe551440cf0ed2b50f1517407b1142a845319dedbb71557e2b8bd4f"
    },
    {
      "storm_id": "31794",
      "lat": 38.4889,
      "lon": -74.2467,
      "motion_east": 10.1,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2444.0,
      "ebshear": 37.0,
      "srh01": 106.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.3499
        },
        {
          "name": "alignment",
          "value": -6.5503
        },
        {
          "name": "tau",
          "value": 3.5183
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7714
      },
      "coherence_score": 3.5183494091033936,
      "coherence_diagnostics": {
        "tau": 3.5183494091033936,
        "grad_tau": 0.20113548636436462,
        "torsion": 0.0,
        "alignment": -6.550331115722656,
        "S_field": 1.0627460479736328,
        "Gamma_field": 0.3292732834815979,
        "S_over_Gamma": 3.2275502681732178,
        "Da": 19.47281837463379,
        "E_coh": 0.7240385413169861,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.26,
              38.52
            ],
            [
              -74.23,
              38.52
            ],
            [
              -74.22,
              38.51
            ],
            [
              -74.22,
              38.46
            ],
            [
              -74.23,
              38.45
            ],
            [
              -74.26,
              38.45
            ],
            [
              -74.27,
              38.46
            ],
            [
              -74.27,
              38.51
            ],
            [
              -74.26,
              38.52
            ]
          ]
        ]
      },
      "raw_probability": 0.7714,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "c03cdcf22b90a7ba956e93a62f1f314bce33593f14df34d28b02c152ad4d5e1a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7714,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eca392c1bbe551440cf0ed2b50f1517407b1142a845319dedbb71557e2b8bd4f"
      },
      "receipt_sha256": "eca392c1bbe551440cf0ed2b50f1517407b1142a845319dedbb71557e2b8bd4f"
    },
    {
      "storm_id": "31697",
      "lat": 41.5733,
      "lon": -80.3767,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1262.0,
      "ebshear": 48.0,
      "srh01": 325.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 325.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5999
        },
        {
          "name": "alignment",
          "value": -6.7358
        },
        {
          "name": "tau",
          "value": 2.734
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.77
      },
      "coherence_score": 2.733992099761963,
      "coherence_diagnostics": {
        "tau": 2.733992099761963,
        "grad_tau": 0.6673276424407959,
        "torsion": 0.0,
        "alignment": -6.735834121704102,
        "S_field": 1.101736307144165,
        "Gamma_field": 0.2592732906341553,
        "S_over_Gamma": 4.249324321746826,
        "Da": 14.672650337219238,
        "E_coh": 0.711789071559906,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.37,
              41.63
            ],
            [
              -80.33,
              41.61
            ],
            [
              -80.32,
              41.57
            ],
            [
              -80.34,
              41.53
            ],
            [
              -80.35,
              41.53
            ],
            [
              -80.37,
              41.51
            ],
            [
              -80.41,
              41.51
            ],
            [
              -80.44,
              41.53
            ],
            [
              -80.44,
              41.59
            ],
            [
              -80.4,
              41.62
            ],
            [
              -80.38,
              41.62
            ],
            [
              -80.37,
              41.63
            ]
          ]
        ]
      },
      "raw_probability": 0.77,
      "confidence_lo": 0.0221,
      "confidence_hi": 0.0241,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "a1e90e03560d507103c45eaf280683f2e6ef2697e9f47781c73bceee9368eb76",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.77,
        "probability": 0.024048,
        "confidence_lo": 0.022088,
        "confidence_hi": 0.024096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f5347a1a49bbc6948a8c0329f756a40670c4282a2a9bb766b1b082b09eb6ce29"
      },
      "receipt_sha256": "f5347a1a49bbc6948a8c0329f756a40670c4282a2a9bb766b1b082b09eb6ce29"
    },
    {
      "storm_id": "30585",
      "lat": 40.5735,
      "lon": -81.1583,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0226,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1513.0,
      "ebshear": 54.0,
      "srh01": 157.0,
      "maxllaz": 0.006,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 157.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7249
        },
        {
          "name": "alignment",
          "value": -9.6997
        },
        {
          "name": "tau",
          "value": 3.2415
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7658
      },
      "coherence_score": 3.241480827331543,
      "coherence_diagnostics": {
        "tau": 3.241480827331543,
        "grad_tau": 0.5302395224571228,
        "torsion": 0.0,
        "alignment": -9.699748992919922,
        "S_field": 1.0428507328033447,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 4.702328205108643,
        "Da": 12.117076873779297,
        "E_coh": 0.6302605867385864,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.06,
              40.65
            ],
            [
              -81.01,
              40.64
            ],
            [
              -81.0,
              40.63
            ],
            [
              -81.0,
              40.6
            ],
            [
              -80.99,
              40.59
            ],
            [
              -81.0,
              40.56
            ],
            [
              -81.03,
              40.52
            ],
            [
              -81.09,
              40.51
            ],
            [
              -81.1,
              40.52
            ],
            [
              -81.24,
              40.53
            ],
            [
              -81.27,
              40.5
            ],
            [
              -81.31,
              40.5
            ],
            [
              -81.34,
              40.52
            ],
            [
              -81.34,
              40.57
            ],
            [
              -81.33,
              40.58
            ],
            [
              -81.31,
              40.58
            ],
            [
              -81.27,
              40.56
            ],
            [
              -81.24,
              40.56
            ],
            [
              -81.21,
              40.59
            ],
            [
              -81.21,
              40.6
            ],
            [
              -81.13,
              40.6
            ],
            [
              -81.1,
              40.63
            ],
            [
              -81.06,
              40.65
            ]
          ]
        ]
      },
      "raw_probability": 0.7658,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0226,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d7dc1b5bd4c17fe393bdec882bb05d197381659eb1b9836db7c425ddc5ff6564",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7658,
        "probability": 0.022564,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022599,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f468d1bb5c34ea300f639f9425a4ded0f95318822c5cd1d818107f0c7bd6c5c4"
      },
      "receipt_sha256": "f468d1bb5c34ea300f639f9425a4ded0f95318822c5cd1d818107f0c7bd6c5c4"
    },
    {
      "storm_id": "31700",
      "lat": 40.5845,
      "lon": -81.7118,
      "motion_east": 8.1,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0226,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1400.0,
      "ebshear": 51.0,
      "srh01": 148.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 148.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7249
        },
        {
          "name": "alignment",
          "value": -9.6997
        },
        {
          "name": "tau",
          "value": 3.2415
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7658
      },
      "coherence_score": 3.241480827331543,
      "coherence_diagnostics": {
        "tau": 3.241480827331543,
        "grad_tau": 0.5302395224571228,
        "torsion": 0.0,
        "alignment": -9.699748992919922,
        "S_field": 1.0428507328033447,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 4.702328205108643,
        "Da": 12.117076873779297,
        "E_coh": 0.6302605867385864,
        "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": [
          [
            [
              -81.73,
              40.62
            ],
            [
              -81.66,
              40.62
            ],
            [
              -81.64,
              40.6
            ],
            [
              -81.64,
              40.56
            ],
            [
              -81.66,
              40.54
            ],
            [
              -81.66,
              40.53
            ],
            [
              -81.8,
              40.53
            ],
            [
              -81.8,
              40.59
            ],
            [
              -81.77,
              40.61
            ],
            [
              -81.74,
              40.61
            ],
            [
              -81.73,
              40.62
            ]
          ]
        ]
      },
      "raw_probability": 0.7658,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0226,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d7dc1b5bd4c17fe393bdec882bb05d197381659eb1b9836db7c425ddc5ff6564",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7658,
        "probability": 0.022564,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022599,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f468d1bb5c34ea300f639f9425a4ded0f95318822c5cd1d818107f0c7bd6c5c4"
      },
      "receipt_sha256": "f468d1bb5c34ea300f639f9425a4ded0f95318822c5cd1d818107f0c7bd6c5c4"
    },
    {
      "storm_id": "31372",
      "lat": 40.8004,
      "lon": -81.6756,
      "motion_east": 11.0,
      "motion_south": 5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1276.0,
      "ebshear": 55.0,
      "srh01": 175.0,
      "maxllaz": 0.008,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 175.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7249
        },
        {
          "name": "alignment",
          "value": -9.6997
        },
        {
          "name": "tau",
          "value": 3.2415
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7611
      },
      "coherence_score": 3.241480827331543,
      "coherence_diagnostics": {
        "tau": 3.241480827331543,
        "grad_tau": 0.5302395224571228,
        "torsion": 0.0,
        "alignment": -9.699748992919922,
        "S_field": 1.0428507328033447,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 4.702328205108643,
        "Da": 12.117076873779297,
        "E_coh": 0.6302605867385864,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.61,
              40.94
            ],
            [
              -81.59,
              40.94
            ],
            [
              -81.58,
              40.93
            ],
            [
              -81.57,
              40.91
            ],
            [
              -81.57,
              40.88
            ],
            [
              -81.56,
              40.87
            ],
            [
              -81.56,
              40.8
            ],
            [
              -81.59,
              40.74
            ],
            [
              -81.62,
              40.71
            ],
            [
              -81.66,
              40.69
            ],
            [
              -81.68,
              40.69
            ],
            [
              -81.69,
              40.68
            ],
            [
              -81.72,
              40.68
            ],
            [
              -81.73,
              40.67
            ],
            [
              -81.76,
              40.67
            ],
            [
              -81.77,
              40.68
            ],
            [
              -81.81,
              40.69
            ],
            [
              -81.82,
              40.7
            ],
            [
              -81.82,
              40.74
            ],
            [
              -81.78,
              40.78
            ],
            [
              -81.76,
              40.83
            ],
            [
              -81.73,
              40.85
            ],
            [
              -81.71,
              40.85
            ],
            [
              -81.66,
              40.9
            ],
            [
              -81.66,
              40.92
            ],
            [
              -81.62,
              40.93
            ],
            [
              -81.61,
              40.94
            ]
          ]
        ]
      },
      "raw_probability": 0.7611,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "af0ce9bf2e5ccc4fab8ca5722a956106de543e93fe5e133820a1eddff8b11f8c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7611,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f80301206fcb4829d2cbfa848f8e15e49160d76e0535b13103222925ba362142"
      },
      "receipt_sha256": "f80301206fcb4829d2cbfa848f8e15e49160d76e0535b13103222925ba362142"
    },
    {
      "storm_id": "31729",
      "lat": 39.7589,
      "lon": -81.8889,
      "motion_east": 11.8,
      "motion_south": 7.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1881.0,
      "ebshear": 53.0,
      "srh01": 133.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3499
        },
        {
          "name": "alignment",
          "value": -11.2188
        },
        {
          "name": "tau",
          "value": 3.6793
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7584
      },
      "coherence_score": 3.679272174835205,
      "coherence_diagnostics": {
        "tau": 3.679272174835205,
        "grad_tau": 0.22847214341163635,
        "torsion": 0.0,
        "alignment": -11.218798637390137,
        "S_field": 1.1704500913619995,
        "Gamma_field": 0.20593993365764618,
        "S_over_Gamma": 5.683453559875488,
        "Da": 11.131731986999512,
        "E_coh": 0.7854803204536438,
        "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": [
          [
            [
              -81.91,
              39.79
            ],
            [
              -81.86,
              39.79
            ],
            [
              -81.85,
              39.78
            ],
            [
              -81.85,
              39.74
            ],
            [
              -81.87,
              39.72
            ],
            [
              -81.91,
              39.72
            ],
            [
              -81.92,
              39.73
            ],
            [
              -81.92,
              39.77
            ],
            [
              -81.91,
              39.79
            ]
          ]
        ]
      },
      "raw_probability": 0.7584,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ed3e6d5029e39500296405dbe339daafebb2166e532324a54281bee90cb26ff9",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7584,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3df6fefb3812d16a8e57f8790bee86fb45e771feb53a5af0b27d405b3340116b"
      },
      "receipt_sha256": "3df6fefb3812d16a8e57f8790bee86fb45e771feb53a5af0b27d405b3340116b"
    },
    {
      "storm_id": "30912",
      "lat": 44.2185,
      "lon": -77.2635,
      "motion_east": 6.9,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 704.0,
      "ebshear": 46.0,
      "srh01": 156.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.2249
        },
        {
          "name": "alignment",
          "value": -12.5968
        },
        {
          "name": "tau",
          "value": 1.9486
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7513
      },
      "coherence_score": 1.9485522508621216,
      "coherence_diagnostics": {
        "tau": 1.9485522508621216,
        "grad_tau": 0.44934335350990295,
        "torsion": 0.0,
        "alignment": -12.596796035766602,
        "S_field": 0.8146913647651672,
        "Gamma_field": 0.23510660231113434,
        "S_over_Gamma": 3.4651999473571777,
        "Da": 13.935931205749512,
        "E_coh": 0.49793797731399536,
        "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": [
          [
            [
              -77.33,
              44.31
            ],
            [
              -77.27,
              44.31
            ],
            [
              -77.26,
              44.3
            ],
            [
              -77.22,
              44.29
            ],
            [
              -77.2,
              44.27
            ],
            [
              -77.19,
              44.25
            ],
            [
              -77.19,
              44.22
            ],
            [
              -77.21,
              44.2
            ],
            [
              -77.21,
              44.11
            ],
            [
              -77.23,
              44.1
            ],
            [
              -77.26,
              44.1
            ],
            [
              -77.28,
              44.12
            ],
            [
              -77.28,
              44.16
            ],
            [
              -77.26,
              44.18
            ],
            [
              -77.26,
              44.19
            ],
            [
              -77.28,
              44.21
            ],
            [
              -77.31,
              44.21
            ],
            [
              -77.35,
              44.24
            ],
            [
              -77.35,
              44.29
            ],
            [
              -77.33,
              44.31
            ]
          ]
        ]
      },
      "raw_probability": 0.7513,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "3af5a200841c9dbbe7dec716f6ec27ceafe4771927383c960cae05f8af32bb14",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7513,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "593cd858b927d37c20ef4524f72cabf2271c1159f70e412468a435fb2260f473"
      },
      "receipt_sha256": "593cd858b927d37c20ef4524f72cabf2271c1159f70e412468a435fb2260f473"
    },
    {
      "storm_id": "30656",
      "lat": 39.4709,
      "lon": -82.07,
      "motion_east": 12.2,
      "motion_south": 7.5,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2112.0,
      "ebshear": 54.0,
      "srh01": 115.0,
      "maxllaz": 0.011,
      "mesh": 0.48,
      "flash_rate": 45.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3499
        },
        {
          "name": "alignment",
          "value": -11.2188
        },
        {
          "name": "tau",
          "value": 3.6793
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7511
      },
      "coherence_score": 3.679272174835205,
      "coherence_diagnostics": {
        "tau": 3.679272174835205,
        "grad_tau": 0.22847214341163635,
        "torsion": 0.0,
        "alignment": -11.218798637390137,
        "S_field": 1.1704500913619995,
        "Gamma_field": 0.20593993365764618,
        "S_over_Gamma": 5.683453559875488,
        "Da": 11.131731986999512,
        "E_coh": 0.7854803204536438,
        "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": [
          [
            [
              -81.94,
              39.56
            ],
            [
              -81.9,
              39.56
            ],
            [
              -81.86,
              39.54
            ],
            [
              -81.84,
              39.52
            ],
            [
              -81.84,
              39.48
            ],
            [
              -81.87,
              39.42
            ],
            [
              -81.92,
              39.36
            ],
            [
              -81.99,
              39.36
            ],
            [
              -82.03,
              39.38
            ],
            [
              -82.12,
              39.38
            ],
            [
              -82.13,
              39.39
            ],
            [
              -82.27,
              39.39
            ],
            [
              -82.29,
              39.41
            ],
            [
              -82.29,
              39.46
            ],
            [
              -82.27,
              39.48
            ],
            [
              -82.25,
              39.48
            ],
            [
              -82.22,
              39.5
            ],
            [
              -82.2,
              39.5
            ],
            [
              -82.17,
              39.52
            ],
            [
              -82.14,
              39.52
            ],
            [
              -82.13,
              39.53
            ],
            [
              -82.0,
              39.53
            ],
            [
              -81.94,
              39.56
            ]
          ]
        ]
      },
      "raw_probability": 0.7511,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "02e185dfbedd8dc9edd71cbe0e6e9fe20b2b22702ec3b3109f8d1a84c2f681db",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7511,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ec7a4800c8346009de50f3e4ff6c39d965151db336b02a4e8d6f386dba5e7d7"
      },
      "receipt_sha256": "2ec7a4800c8346009de50f3e4ff6c39d965151db336b02a4e8d6f386dba5e7d7"
    },
    {
      "storm_id": "31485",
      "lat": 41.2565,
      "lon": -77.5083,
      "motion_east": 10.3,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1840.0,
      "ebshear": 34.0,
      "srh01": 111.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9749
        },
        {
          "name": "alignment",
          "value": 3.2274
        },
        {
          "name": "tau",
          "value": 2.2004
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7503
      },
      "coherence_score": 2.200352907180786,
      "coherence_diagnostics": {
        "tau": 2.200352907180786,
        "grad_tau": 0.7290416955947876,
        "torsion": 0.0,
        "alignment": 3.227353572845459,
        "S_field": 1.2578463554382324,
        "Gamma_field": 0.5167732834815979,
        "S_over_Gamma": 2.4340391159057617,
        "Da": 32.4112434387207,
        "E_coh": 0.5678252577781677,
        "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": [
          [
            [
              -77.45,
              41.35
            ],
            [
              -77.43,
              41.35
            ],
            [
              -77.41,
              41.32
            ],
            [
              -77.41,
              41.3
            ],
            [
              -77.42,
              41.29
            ],
            [
              -77.43,
              41.25
            ],
            [
              -77.47,
              41.24
            ],
            [
              -77.48,
              41.23
            ],
            [
              -77.5,
              41.23
            ],
            [
              -77.52,
              41.21
            ],
            [
              -77.52,
              41.17
            ],
            [
              -77.53,
              41.16
            ],
            [
              -77.56,
              41.16
            ],
            [
              -77.57,
              41.15
            ],
            [
              -77.6,
              41.19
            ],
            [
              -77.6,
              41.21
            ],
            [
              -77.59,
              41.22
            ],
            [
              -77.6,
              41.26
            ],
            [
              -77.57,
              41.29
            ],
            [
              -77.57,
              41.31
            ],
            [
              -77.53,
              41.33
            ],
            [
              -77.48,
              41.33
            ],
            [
              -77.45,
              41.35
            ]
          ]
        ]
      },
      "raw_probability": 0.7503,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "71678cd698e94caf01779cb75454754d45086f7bbbc93e753386d1ecf5317945",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7503,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe0d2263b41ab3d3a8211b05a99c9ae9b2d903e532e1ccfaa55ffa86561c08f2"
      },
      "receipt_sha256": "fe0d2263b41ab3d3a8211b05a99c9ae9b2d903e532e1ccfaa55ffa86561c08f2"
    },
    {
      "storm_id": "31568",
      "lat": 41.145,
      "lon": -77.7627,
      "motion_east": 9.5,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1780.0,
      "ebshear": 38.0,
      "srh01": 117.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9749
        },
        {
          "name": "alignment",
          "value": 3.2274
        },
        {
          "name": "tau",
          "value": 2.2004
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7503
      },
      "coherence_score": 2.200352907180786,
      "coherence_diagnostics": {
        "tau": 2.200352907180786,
        "grad_tau": 0.7290416955947876,
        "torsion": 0.0,
        "alignment": 3.227353572845459,
        "S_field": 1.2578463554382324,
        "Gamma_field": 0.5167732834815979,
        "S_over_Gamma": 2.4340391159057617,
        "Da": 32.4112434387207,
        "E_coh": 0.5678252577781677,
        "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": [
          [
            [
              -77.82,
              41.23
            ],
            [
              -77.78,
              41.23
            ],
            [
              -77.77,
              41.2
            ],
            [
              -77.75,
              41.18
            ],
            [
              -77.73,
              41.18
            ],
            [
              -77.72,
              41.16
            ],
            [
              -77.68,
              41.13
            ],
            [
              -77.68,
              41.11
            ],
            [
              -77.71,
              41.09
            ],
            [
              -77.71,
              41.07
            ],
            [
              -77.72,
              41.06
            ],
            [
              -77.75,
              41.05
            ],
            [
              -77.78,
              41.07
            ],
            [
              -77.77,
              41.09
            ],
            [
              -77.79,
              41.11
            ],
            [
              -77.79,
              41.12
            ],
            [
              -77.77,
              41.14
            ],
            [
              -77.77,
              41.15
            ],
            [
              -77.82,
              41.18
            ],
            [
              -77.82,
              41.2
            ],
            [
              -77.83,
              41.21
            ],
            [
              -77.82,
              41.23
            ]
          ]
        ]
      },
      "raw_probability": 0.7503,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "71678cd698e94caf01779cb75454754d45086f7bbbc93e753386d1ecf5317945",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7503,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe0d2263b41ab3d3a8211b05a99c9ae9b2d903e532e1ccfaa55ffa86561c08f2"
      },
      "receipt_sha256": "fe0d2263b41ab3d3a8211b05a99c9ae9b2d903e532e1ccfaa55ffa86561c08f2"
    },
    {
      "storm_id": "31679",
      "lat": 38.206,
      "lon": -75.6733,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2458.0,
      "ebshear": 33.0,
      "srh01": 110.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0999
        },
        {
          "name": "alignment",
          "value": -9.1742
        },
        {
          "name": "tau",
          "value": 3.553
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7486
      },
      "coherence_score": 3.552967071533203,
      "coherence_diagnostics": {
        "tau": 3.552967071533203,
        "grad_tau": 0.13952499628067017,
        "torsion": 0.0,
        "alignment": -9.174189567565918,
        "S_field": 0.9318333268165588,
        "Gamma_field": 0.27010661363601685,
        "S_over_Gamma": 3.4498722553253174,
        "Da": 16.055679321289062,
        "E_coh": 0.7177425026893616,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.67,
              38.27
            ],
            [
              -75.66,
              38.27
            ],
            [
              -75.62,
              38.24
            ],
            [
              -75.62,
              38.18
            ],
            [
              -75.65,
              38.15
            ],
            [
              -75.65,
              38.14
            ],
            [
              -75.69,
              38.14
            ],
            [
              -75.7,
              38.15
            ],
            [
              -75.7,
              38.18
            ],
            [
              -75.71,
              38.19
            ],
            [
              -75.71,
              38.2
            ],
            [
              -75.69,
              38.22
            ],
            [
              -75.69,
              38.24
            ],
            [
              -75.67,
              38.25
            ],
            [
              -75.67,
              38.27
            ]
          ]
        ]
      },
      "raw_probability": 0.7486,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "c372aa3d13760cb771c5cacfbb9dae14d9ed8c8b0e092ad9e8281178b3860bfe",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7486,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ca545e6a4576b20ffb273427c191c4027e802f4067df74195fa97dbddba18cc"
      },
      "receipt_sha256": "5ca545e6a4576b20ffb273427c191c4027e802f4067df74195fa97dbddba18cc"
    },
    {
      "storm_id": "31704",
      "lat": 38.216,
      "lon": -75.294,
      "motion_east": 7.1,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2246.0,
      "ebshear": 34.0,
      "srh01": 116.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0999
        },
        {
          "name": "alignment",
          "value": -9.1742
        },
        {
          "name": "tau",
          "value": 3.553
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7486
      },
      "coherence_score": 3.552967071533203,
      "coherence_diagnostics": {
        "tau": 3.552967071533203,
        "grad_tau": 0.13952499628067017,
        "torsion": 0.0,
        "alignment": -9.174189567565918,
        "S_field": 0.9318333268165588,
        "Gamma_field": 0.27010661363601685,
        "S_over_Gamma": 3.4498722553253174,
        "Da": 16.055679321289062,
        "E_coh": 0.7177425026893616,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.32,
              38.24
            ],
            [
              -75.26,
              38.24
            ],
            [
              -75.26,
              38.18
            ],
            [
              -75.31,
              38.18
            ],
            [
              -75.32,
              38.24
            ]
          ]
        ]
      },
      "raw_probability": 0.7486,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "c372aa3d13760cb771c5cacfbb9dae14d9ed8c8b0e092ad9e8281178b3860bfe",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7486,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ca545e6a4576b20ffb273427c191c4027e802f4067df74195fa97dbddba18cc"
      },
      "receipt_sha256": "5ca545e6a4576b20ffb273427c191c4027e802f4067df74195fa97dbddba18cc"
    },
    {
      "storm_id": "31698",
      "lat": 41.5773,
      "lon": -81.1164,
      "motion_east": 10.5,
      "motion_south": 0.3,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1463.0,
      "ebshear": 44.0,
      "srh01": 304.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 304.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7249
        },
        {
          "name": "alignment",
          "value": -4.5297
        },
        {
          "name": "tau",
          "value": 3.231
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.748
      },
      "coherence_score": 3.2309932708740234,
      "coherence_diagnostics": {
        "tau": 3.2309932708740234,
        "grad_tau": 0.2577688992023468,
        "torsion": 0.0,
        "alignment": -4.529745578765869,
        "S_field": 1.4693515300750732,
        "Gamma_field": 0.22427327930927277,
        "S_over_Gamma": 6.55161190032959,
        "Da": 12.444375991821289,
        "E_coh": 0.9065311551094055,
        "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": [
          [
            [
              -81.08,
              41.62
            ],
            [
              -81.06,
              41.6
            ],
            [
              -81.06,
              41.55
            ],
            [
              -81.08,
              41.53
            ],
            [
              -81.16,
              41.52
            ],
            [
              -81.18,
              41.54
            ],
            [
              -81.17,
              41.56
            ],
            [
              -81.17,
              41.59
            ],
            [
              -81.14,
              41.61
            ],
            [
              -81.1,
              41.61
            ],
            [
              -81.08,
              41.62
            ]
          ]
        ]
      },
      "raw_probability": 0.748,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f76f1425f78d2884f677e4aae2ecda5b330ffee1c480ec56d64b8c78c3d7a8dc",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.748,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8851c068494daf1d65cac6b00bb55298d61587594da0f881bcdfd76cbe0e1189"
      },
      "receipt_sha256": "8851c068494daf1d65cac6b00bb55298d61587594da0f881bcdfd76cbe0e1189"
    },
    {
      "storm_id": "31705",
      "lat": 38.1918,
      "lon": -76.0227,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2443.0,
      "ebshear": 31.0,
      "srh01": 81.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0999
        },
        {
          "name": "alignment",
          "value": -9.1742
        },
        {
          "name": "tau",
          "value": 3.553
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7376
      },
      "coherence_score": 3.552967071533203,
      "coherence_diagnostics": {
        "tau": 3.552967071533203,
        "grad_tau": 0.13952499628067017,
        "torsion": 0.0,
        "alignment": -9.174189567565918,
        "S_field": 0.9318333268165588,
        "Gamma_field": 0.27010661363601685,
        "S_over_Gamma": 3.4498722553253174,
        "Da": 16.055679321289062,
        "E_coh": 0.7177425026893616,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.99,
              38.24
            ],
            [
              -75.97,
              38.23
            ],
            [
              -75.98,
              38.22
            ],
            [
              -75.98,
              38.18
            ],
            [
              -76.02,
              38.15
            ],
            [
              -76.06,
              38.15
            ],
            [
              -76.08,
              38.14
            ],
            [
              -76.08,
              38.16
            ],
            [
              -76.05,
              38.19
            ],
            [
              -76.05,
              38.21
            ],
            [
              -75.99,
              38.24
            ]
          ]
        ]
      },
      "raw_probability": 0.7376,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "579f400275d4d33f76fa58ed8f0c973c9b14f43a54d2e0524a7be2bc878d6283",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7376,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02dc546a9bf52f748d2b93c279e1640ebfde6a4632f2c9d68c259f95f2dcfc22"
      },
      "receipt_sha256": "02dc546a9bf52f748d2b93c279e1640ebfde6a4632f2c9d68c259f95f2dcfc22"
    },
    {
      "storm_id": "31548",
      "lat": 40.0681,
      "lon": -80.506,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1609.0,
      "ebshear": 39.0,
      "srh01": 166.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 166.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5999
        },
        {
          "name": "alignment",
          "value": -3.5194
        },
        {
          "name": "tau",
          "value": 2.9963
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7349
      },
      "coherence_score": 2.996253490447998,
      "coherence_diagnostics": {
        "tau": 2.996253490447998,
        "grad_tau": 0.5832145810127258,
        "torsion": 0.0,
        "alignment": -3.5193991661071777,
        "S_field": 0.6805790662765503,
        "Gamma_field": 0.43677330017089844,
        "S_over_Gamma": 1.5581974983215332,
        "Da": 25.370967864990234,
        "E_coh": 0.5231817960739136,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.47,
              40.15
            ],
            [
              -80.46,
              40.14
            ],
            [
              -80.45,
              40.14
            ],
            [
              -80.44,
              40.14
            ],
            [
              -80.45,
              40.14
            ],
            [
              -80.46,
              40.13
            ],
            [
              -80.47,
              40.12
            ],
            [
              -80.46,
              40.11
            ],
            [
              -80.47,
              40.1
            ],
            [
              -80.46,
              40.09
            ],
            [
              -80.47,
              40.09
            ],
            [
              -80.48,
              40.08
            ],
            [
              -80.47,
              40.07
            ],
            [
              -80.47,
              40.06
            ],
            [
              -80.47,
              40.05
            ],
            [
              -80.47,
              40.04
            ],
            [
              -80.46,
              40.03
            ],
            [
              -80.47,
              40.02
            ],
            [
              -80.46,
              40.01
            ],
            [
              -80.47,
              40.01
            ],
            [
              -80.48,
              40.0
            ],
            [
              -80.48,
              39.99
            ],
            [
              -80.49,
              39.98
            ],
            [
              -80.5,
              39.98
            ],
            [
              -80.51,
              39.98
            ],
            [
              -80.52,
              39.98
            ],
            [
              -80.53,
              39.98
            ],
            [
              -80.54,
              39.99
            ],
            [
              -80.55,
              40.0
            ],
            [
              -80.56,
              40.01
            ],
            [
              -80.57,
              40.01
            ],
            [
              -80.57,
              40.02
            ],
            [
              -80.58,
              40.03
            ],
            [
              -80.59,
              40.04
            ],
            [
              -80.59,
              40.05
            ],
            [
              -80.59,
              40.06
            ],
            [
              -80.59,
              40.07
            ],
            [
              -80.59,
              40.08
            ],
            [
              -80.58,
              40.09
            ],
            [
              -80.57,
              40.09
            ],
            [
              -80.56,
              40.1
            ],
            [
              -80.55,
              40.1
            ],
            [
              -80.54,
              40.1
            ],
            [
              -80.53,
              40.1
            ],
            [
              -80.52,
              40.1
            ],
            [
              -80.51,
              40.1
            ],
            [
              -80.5,
              40.1
            ],
            [
              -80.49,
              40.11
            ],
            [
              -80.48,
              40.11
            ],
            [
              -80.47,
              40.12
            ],
            [
              -80.47,
              40.13
            ],
            [
              -80.47,
              40.14
            ],
            [
              -80.47,
              40.15
            ]
          ]
        ]
      },
      "raw_probability": 0.7349,
      "confidence_lo": 0.0211,
      "confidence_hi": 0.0223,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "da36f43f6470d2d496bdd6fd210c4a838b81451b761c844eb3f82158446af650",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7349,
        "probability": 0.022304,
        "confidence_lo": 0.021067,
        "confidence_hi": 0.022333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb2d77d9e39cb422877219e7d42176893c506fe52ecce3b150199d0faf0c33eb"
      },
      "receipt_sha256": "fb2d77d9e39cb422877219e7d42176893c506fe52ecce3b150199d0faf0c33eb"
    },
    {
      "storm_id": "30180",
      "lat": 38.8667,
      "lon": -83.9833,
      "motion_east": 11.2,
      "motion_south": 1.6,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0213,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3428.0,
      "ebshear": 39.0,
      "srh01": 105.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2249
        },
        {
          "name": "alignment",
          "value": 11.8111
        },
        {
          "name": "tau",
          "value": 3.5588
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7213
      },
      "coherence_score": 3.5587515830993652,
      "coherence_diagnostics": {
        "tau": 3.5587515830993652,
        "grad_tau": 0.33364078402519226,
        "torsion": 0.0,
        "alignment": 11.811094284057617,
        "S_field": 1.189453125,
        "Gamma_field": 0.20510660111904144,
        "S_over_Gamma": 5.799194812774658,
        "Da": 11.56822395324707,
        "E_coh": 0.8268126249313354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.99,
              38.9
            ],
            [
              -83.95,
              38.9
            ],
            [
              -83.94,
              38.89
            ],
            [
              -83.94,
              38.85
            ],
            [
              -84.01,
              38.81
            ],
            [
              -84.02,
              38.82
            ],
            [
              -84.02,
              38.85
            ],
            [
              -83.99,
              38.88
            ],
            [
              -83.99,
              38.9
            ]
          ]
        ]
      },
      "raw_probability": 0.7213,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0214,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "11b8e565587a01fb6b4bc9960666dd7d2efbcb6fbd3afc3c655c350187f7a79a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7213,
        "probability": 0.021326,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.02139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19e6ebf5b593ae84b706ba3032fe3d9ae84c1ed1e540fa48d8269b3d16de9fe8"
      },
      "receipt_sha256": "19e6ebf5b593ae84b706ba3032fe3d9ae84c1ed1e540fa48d8269b3d16de9fe8"
    },
    {
      "storm_id": "31192",
      "lat": 40.5791,
      "lon": -82.7718,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1718.0,
      "ebshear": 58.0,
      "srh01": 185.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0999
        },
        {
          "name": "alignment",
          "value": 4.1932
        },
        {
          "name": "tau",
          "value": 3.5803
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.709
      },
      "coherence_score": 3.5803351402282715,
      "coherence_diagnostics": {
        "tau": 3.5803351402282715,
        "grad_tau": 0.3029557168483734,
        "torsion": 0.0,
        "alignment": 4.193225383758545,
        "S_field": 1.0697739124298096,
        "Gamma_field": 0.16593994200229645,
        "S_over_Gamma": 6.44675350189209,
        "Da": 9.175578117370605,
        "E_coh": 0.8624914288520813,
        "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": [
          [
            [
              -82.82,
              40.62
            ],
            [
              -82.71,
              40.62
            ],
            [
              -82.7,
              40.61
            ],
            [
              -82.7,
              40.57
            ],
            [
              -82.72,
              40.55
            ],
            [
              -82.74,
              40.55
            ],
            [
              -82.75,
              40.54
            ],
            [
              -82.83,
              40.54
            ],
            [
              -82.85,
              40.55
            ],
            [
              -82.85,
              40.6
            ],
            [
              -82.82,
              40.62
            ]
          ]
        ]
      },
      "raw_probability": 0.709,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "71b194914032778179195cd2ff29e38e4a0d3fcdd3423e2f70612e43da9bb83f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.709,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce9de41781ae51b7911608a8b64d582c1c2631c074ef3b1d760573ee41270ead"
      },
      "receipt_sha256": "ce9de41781ae51b7911608a8b64d582c1c2631c074ef3b1d760573ee41270ead"
    },
    {
      "storm_id": "31699",
      "lat": 41.3036,
      "lon": -81.3955,
      "motion_east": 13.6,
      "motion_south": 4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1468.0,
      "ebshear": 48.0,
      "srh01": 325.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 325.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.1374
        },
        {
          "name": "tau",
          "value": 3.1942
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7077
      },
      "coherence_score": 3.194187641143799,
      "coherence_diagnostics": {
        "tau": 3.194187641143799,
        "grad_tau": 0.4809074103832245,
        "torsion": 0.0,
        "alignment": -5.137439250946045,
        "S_field": 1.0863902568817139,
        "Gamma_field": 0.21677327156066895,
        "S_over_Gamma": 5.011642932891846,
        "Da": 12.136836051940918,
        "E_coh": 0.8072878122329712,
        "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": [
          [
            [
              -81.4,
              41.35
            ],
            [
              -81.34,
              41.35
            ],
            [
              -81.33,
              41.34
            ],
            [
              -81.33,
              41.29
            ],
            [
              -81.36,
              41.26
            ],
            [
              -81.42,
              41.25
            ],
            [
              -81.44,
              41.26
            ],
            [
              -81.45,
              41.28
            ],
            [
              -81.44,
              41.29
            ],
            [
              -81.44,
              41.32
            ],
            [
              -81.4,
              41.35
            ]
          ]
        ]
      },
      "raw_probability": 0.7077,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "fd21d703725f337b95e46bf91472135e0cc9d7840b7a04aabb1d3e223888ebca",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7077,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "288ba6fb9ba1fa64028ff92fcf8e19d1dbf229abcaca698b95b292c0a7de577a"
      },
      "receipt_sha256": "288ba6fb9ba1fa64028ff92fcf8e19d1dbf229abcaca698b95b292c0a7de577a"
    },
    {
      "storm_id": "30408",
      "lat": 41.4458,
      "lon": -81.2333,
      "motion_east": 13.6,
      "motion_south": 3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1593.0,
      "ebshear": 45.0,
      "srh01": 324.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 324.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.1374
        },
        {
          "name": "tau",
          "value": 3.1942
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7073
      },
      "coherence_score": 3.194187641143799,
      "coherence_diagnostics": {
        "tau": 3.194187641143799,
        "grad_tau": 0.4809074103832245,
        "torsion": 0.0,
        "alignment": -5.137439250946045,
        "S_field": 1.0863902568817139,
        "Gamma_field": 0.21677327156066895,
        "S_over_Gamma": 5.011642932891846,
        "Da": 12.136836051940918,
        "E_coh": 0.8072878122329712,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.22,
              41.5
            ],
            [
              -81.19,
              41.5
            ],
            [
              -81.17,
              41.48
            ],
            [
              -81.17,
              41.43
            ],
            [
              -81.21,
              41.39
            ],
            [
              -81.23,
              41.38
            ],
            [
              -81.29,
              41.38
            ],
            [
              -81.3,
              41.39
            ],
            [
              -81.3,
              41.44
            ],
            [
              -81.26,
              41.48
            ],
            [
              -81.24,
              41.48
            ],
            [
              -81.22,
              41.5
            ]
          ]
        ]
      },
      "raw_probability": 0.7073,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "1a3a693c32c2312735fa77705b1ab586e55d12b6622b68716dc7c42e5cb9b5b1",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7073,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "599812292d26917b648e2e63127693b2ac0c3c1c645cc6e41dd2fc4c4206398c"
      },
      "receipt_sha256": "599812292d26917b648e2e63127693b2ac0c3c1c645cc6e41dd2fc4c4206398c"
    },
    {
      "storm_id": "31271",
      "lat": 41.0509,
      "lon": -73.7755,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1810.0,
      "ebshear": 45.0,
      "srh01": 184.0,
      "maxllaz": 0.006,
      "mesh": 0.25,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 184.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.9412
        },
        {
          "name": "tau",
          "value": 2.8628
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7029
      },
      "coherence_score": 2.8628158569335938,
      "coherence_diagnostics": {
        "tau": 2.8628158569335938,
        "grad_tau": 0.43888455629348755,
        "torsion": 0.0,
        "alignment": -5.941213607788086,
        "S_field": 0.7627626657485962,
        "Gamma_field": 0.18510660529136658,
        "S_over_Gamma": 4.120666980743408,
        "Da": 10.978721618652344,
        "E_coh": 0.7283744215965271,
        "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": [
          [
            [
              -73.77,
              41.09
            ],
            [
              -73.73,
              41.08
            ],
            [
              -73.72,
              41.07
            ],
            [
              -73.72,
              41.04
            ],
            [
              -73.76,
              40.99
            ],
            [
              -73.79,
              40.98
            ],
            [
              -73.84,
              41.02
            ],
            [
              -73.84,
              41.04
            ],
            [
              -73.81,
              41.08
            ],
            [
              -73.78,
              41.08
            ],
            [
              -73.77,
              41.09
            ]
          ]
        ]
      },
      "raw_probability": 0.7029,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "824afa5400d8aedb259298f094a5ec5338986e9d3cfd7d01a48a1fd6f2c27f8c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7029,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb8a2578052e5f814861c82394960a5a34c02068378edc81b799c7eac8376761"
      },
      "receipt_sha256": "fb8a2578052e5f814861c82394960a5a34c02068378edc81b799c7eac8376761"
    },
    {
      "storm_id": "31791",
      "lat": 40.9657,
      "lon": -73.9314,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2108.0,
      "ebshear": 44.0,
      "srh01": 150.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.9412
        },
        {
          "name": "tau",
          "value": 2.8628
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7029
      },
      "coherence_score": 2.8628158569335938,
      "coherence_diagnostics": {
        "tau": 2.8628158569335938,
        "grad_tau": 0.43888455629348755,
        "torsion": 0.0,
        "alignment": -5.941213607788086,
        "S_field": 0.7627626657485962,
        "Gamma_field": 0.18510660529136658,
        "S_over_Gamma": 4.120666980743408,
        "Da": 10.978721618652344,
        "E_coh": 0.7283744215965271,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.95,
              40.99
            ],
            [
              -73.9,
              40.98
            ],
            [
              -73.91,
              40.97
            ],
            [
              -73.91,
              40.94
            ],
            [
              -73.93,
              40.91
            ],
            [
              -73.97,
              40.98
            ],
            [
              -73.95,
              40.99
            ]
          ]
        ]
      },
      "raw_probability": 0.7029,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "824afa5400d8aedb259298f094a5ec5338986e9d3cfd7d01a48a1fd6f2c27f8c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7029,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb8a2578052e5f814861c82394960a5a34c02068378edc81b799c7eac8376761"
      },
      "receipt_sha256": "fb8a2578052e5f814861c82394960a5a34c02068378edc81b799c7eac8376761"
    },
    {
      "storm_id": "31769",
      "lat": 38.4682,
      "lon": -80.3345,
      "motion_east": 9.5,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2205.0,
      "ebshear": 36.0,
      "srh01": 96.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4749
        },
        {
          "name": "alignment",
          "value": -0.5169
        },
        {
          "name": "tau",
          "value": 3.8313
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7007
      },
      "coherence_score": 3.8312697410583496,
      "coherence_diagnostics": {
        "tau": 3.8312697410583496,
        "grad_tau": 0.18337564170360565,
        "torsion": 0.0,
        "alignment": -0.5168962478637695,
        "S_field": 1.0728669166564941,
        "Gamma_field": 0.22343994677066803,
        "S_over_Gamma": 4.801589488983154,
        "Da": 13.187719345092773,
        "E_coh": 0.7682002782821655,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.36,
              38.54
            ],
            [
              -80.31,
              38.54
            ],
            [
              -80.31,
              38.53
            ],
            [
              -80.27,
              38.5
            ],
            [
              -80.27,
              38.44
            ],
            [
              -80.31,
              38.4
            ],
            [
              -80.33,
              38.39
            ],
            [
              -80.38,
              38.39
            ],
            [
              -80.39,
              38.4
            ],
            [
              -80.39,
              38.48
            ],
            [
              -80.36,
              38.54
            ]
          ]
        ]
      },
      "raw_probability": 0.7007,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "191ffc0e95f0ab5707b73ac180e27e8a08aeb7e6a5c3cd907542869f92c30692",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7007,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6d5963984bc174afd9f0cfaefbc1aa61b4e52fc7fc9e818bf874759f7b6f6d6"
      },
      "receipt_sha256": "c6d5963984bc174afd9f0cfaefbc1aa61b4e52fc7fc9e818bf874759f7b6f6d6"
    },
    {
      "storm_id": "31770",
      "lat": 38.3513,
      "lon": -80.5138,
      "motion_east": 10.2,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2224.0,
      "ebshear": 33.0,
      "srh01": 100.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.4749
        },
        {
          "name": "alignment",
          "value": -0.5169
        },
        {
          "name": "tau",
          "value": 3.8313
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7007
      },
      "coherence_score": 3.8312697410583496,
      "coherence_diagnostics": {
        "tau": 3.8312697410583496,
        "grad_tau": 0.18337564170360565,
        "torsion": 0.0,
        "alignment": -0.5168962478637695,
        "S_field": 1.0728669166564941,
        "Gamma_field": 0.22343994677066803,
        "S_over_Gamma": 4.801589488983154,
        "Da": 13.187719345092773,
        "E_coh": 0.7682002782821655,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.52,
              38.38
            ],
            [
              -80.5,
              38.38
            ],
            [
              -80.48,
              38.36
            ],
            [
              -80.48,
              38.33
            ],
            [
              -80.51,
              38.3
            ],
            [
              -80.55,
              38.32
            ],
            [
              -80.55,
              38.36
            ],
            [
              -80.52,
              38.38
            ]
          ]
        ]
      },
      "raw_probability": 0.7007,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "191ffc0e95f0ab5707b73ac180e27e8a08aeb7e6a5c3cd907542869f92c30692",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.7007,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6d5963984bc174afd9f0cfaefbc1aa61b4e52fc7fc9e818bf874759f7b6f6d6"
      },
      "receipt_sha256": "c6d5963984bc174afd9f0cfaefbc1aa61b4e52fc7fc9e818bf874759f7b6f6d6"
    },
    {
      "storm_id": "29394",
      "lat": 41.0979,
      "lon": -73.5571,
      "motion_east": 7.5,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1440.0,
      "ebshear": 46.0,
      "srh01": 189.0,
      "maxllaz": 0.007,
      "mesh": 0.45,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 189.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.9412
        },
        {
          "name": "tau",
          "value": 2.8628
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6946
      },
      "coherence_score": 2.8628158569335938,
      "coherence_diagnostics": {
        "tau": 2.8628158569335938,
        "grad_tau": 0.43888455629348755,
        "torsion": 0.0,
        "alignment": -5.941213607788086,
        "S_field": 0.7627626657485962,
        "Gamma_field": 0.18510660529136658,
        "S_over_Gamma": 4.120666980743408,
        "Da": 10.978721618652344,
        "E_coh": 0.7283744215965271,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.57,
              41.16
            ],
            [
              -73.54,
              41.16
            ],
            [
              -73.52,
              41.15
            ],
            [
              -73.5,
              41.13
            ],
            [
              -73.49,
              41.1
            ],
            [
              -73.5,
              41.09
            ],
            [
              -73.5,
              41.07
            ],
            [
              -73.53,
              41.04
            ],
            [
              -73.57,
              41.02
            ],
            [
              -73.61,
              41.02
            ],
            [
              -73.64,
              41.04
            ],
            [
              -73.65,
              41.09
            ],
            [
              -73.61,
              41.14
            ],
            [
              -73.57,
              41.16
            ]
          ]
        ]
      },
      "raw_probability": 0.6946,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "143c169d7d0443fdc958a5e19b97c6ff3a5aa996ad50b23d10f90d2a1acbdc0f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6946,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "226cf319b2eefea133db2735e767683e9e55a5b12a604a10dfc117ece2e41f25"
      },
      "receipt_sha256": "226cf319b2eefea133db2735e767683e9e55a5b12a604a10dfc117ece2e41f25"
    },
    {
      "storm_id": "26581",
      "lat": 41.3536,
      "lon": -73.3268,
      "motion_east": 7.5,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 382.0,
      "ebshear": 54.0,
      "srh01": 220.0,
      "maxllaz": 0.011,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 220.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.9412
        },
        {
          "name": "tau",
          "value": 2.8628
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6942
      },
      "coherence_score": 2.8628158569335938,
      "coherence_diagnostics": {
        "tau": 2.8628158569335938,
        "grad_tau": 0.43888455629348755,
        "torsion": 0.0,
        "alignment": -5.941213607788086,
        "S_field": 0.7627626657485962,
        "Gamma_field": 0.18510660529136658,
        "S_over_Gamma": 4.120666980743408,
        "Da": 10.978721618652344,
        "E_coh": 0.7283744215965271,
        "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": 18,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.21,
              41.51
            ],
            [
              -73.19,
              41.51
            ],
            [
              -73.17,
              41.49
            ],
            [
              -73.18,
              41.47
            ],
            [
              -73.18,
              41.44
            ],
            [
              -73.23,
              41.38
            ],
            [
              -73.23,
              41.36
            ],
            [
              -73.25,
              41.32
            ],
            [
              -73.32,
              41.25
            ],
            [
              -73.36,
              41.23
            ],
            [
              -73.42,
              41.23
            ],
            [
              -73.43,
              41.22
            ],
            [
              -73.5,
              41.22
            ],
            [
              -73.52,
              41.24
            ],
            [
              -73.52,
              41.27
            ],
            [
              -73.49,
              41.3
            ],
            [
              -73.41,
              41.3
            ],
            [
              -73.39,
              41.32
            ],
            [
              -73.37,
              41.37
            ],
            [
              -73.31,
              41.42
            ],
            [
              -73.3,
              41.42
            ],
            [
              -73.21,
              41.51
            ]
          ]
        ]
      },
      "raw_probability": 0.6942,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "2f29bd7eb1b1e1a2c06672748c86534916fa50ab278fbb5802a4a76bdd3040fa",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6942,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffbb2ade602d2d1275e5da0a84c4b22aeb02fabd30c4f3ca117659dc225df172"
      },
      "receipt_sha256": "ffbb2ade602d2d1275e5da0a84c4b22aeb02fabd30c4f3ca117659dc225df172"
    },
    {
      "storm_id": "31795",
      "lat": 38.33,
      "lon": -74.2178,
      "motion_east": 10.2,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2092.0,
      "ebshear": 36.0,
      "srh01": 123.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8499
        },
        {
          "name": "alignment",
          "value": -4.9971
        },
        {
          "name": "tau",
          "value": 3.4816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6916
      },
      "coherence_score": 3.481600046157837,
      "coherence_diagnostics": {
        "tau": 3.481600046157837,
        "grad_tau": 0.3206981122493744,
        "torsion": 0.0,
        "alignment": -4.99708890914917,
        "S_field": 0.934855580329895,
        "Gamma_field": 0.4817732870578766,
        "S_over_Gamma": 1.9404470920562744,
        "Da": 27.15512466430664,
        "E_coh": 0.7091197967529297,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.23,
              38.36
            ],
            [
              -74.2,
              38.36
            ],
            [
              -74.18,
              38.34
            ],
            [
              -74.18,
              38.31
            ],
            [
              -74.2,
              38.29
            ],
            [
              -74.24,
              38.3
            ],
            [
              -74.25,
              38.31
            ],
            [
              -74.25,
              38.34
            ],
            [
              -74.23,
              38.36
            ]
          ]
        ]
      },
      "raw_probability": 0.6916,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ddab5f5a30d74723a830aa02c39c604730c6cf7a69975c4316f5a4e39ac2ccd1",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6916,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b0aac63ba69042deac7952c16570744020263e9de4a305d60a9723bdaa80868"
      },
      "receipt_sha256": "8b0aac63ba69042deac7952c16570744020263e9de4a305d60a9723bdaa80868"
    },
    {
      "storm_id": "31596",
      "lat": 43.3727,
      "lon": -79.8464,
      "motion_east": 5.4,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2538.0,
      "ebshear": 40.0,
      "srh01": 129.0,
      "maxllaz": 0.009,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2249
        },
        {
          "name": "alignment",
          "value": -2.0573
        },
        {
          "name": "tau",
          "value": 2.6742
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6901
      },
      "coherence_score": 2.6742470264434814,
      "coherence_diagnostics": {
        "tau": 2.6742470264434814,
        "grad_tau": 0.18374978005886078,
        "torsion": 0.0,
        "alignment": -2.057253360748291,
        "S_field": 1.3861355781555176,
        "Gamma_field": 0.16677327454090118,
        "S_over_Gamma": 8.31149673461914,
        "Da": 9.506299018859863,
        "E_coh": 0.7975242137908936,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.85,
              43.42
            ],
            [
              -79.82,
              43.42
            ],
            [
              -79.8,
              43.41
            ],
            [
              -79.79,
              43.4
            ],
            [
              -79.79,
              43.37
            ],
            [
              -79.83,
              43.32
            ],
            [
              -79.87,
              43.32
            ],
            [
              -79.89,
              43.31
            ],
            [
              -79.91,
              43.33
            ],
            [
              -79.91,
              43.38
            ],
            [
              -79.85,
              43.42
            ]
          ]
        ]
      },
      "raw_probability": 0.6901,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6a0b50bae53aa1555167ce08594b2350d4fa22d1dad0c9d332a7f70f62b008cd",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6901,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "806ab7b2fcf7b81c89d14380995f5ab9ec6d89381858dff58ca14d78e5199dee"
      },
      "receipt_sha256": "806ab7b2fcf7b81c89d14380995f5ab9ec6d89381858dff58ca14d78e5199dee"
    },
    {
      "storm_id": "31723",
      "lat": 43.5567,
      "lon": -79.5822,
      "motion_east": 5.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2553.0,
      "ebshear": 42.0,
      "srh01": 177.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 177.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2249
        },
        {
          "name": "alignment",
          "value": -2.0573
        },
        {
          "name": "tau",
          "value": 2.6742
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6901
      },
      "coherence_score": 2.6742470264434814,
      "coherence_diagnostics": {
        "tau": 2.6742470264434814,
        "grad_tau": 0.18374978005886078,
        "torsion": 0.0,
        "alignment": -2.057253360748291,
        "S_field": 1.3861355781555176,
        "Gamma_field": 0.16677327454090118,
        "S_over_Gamma": 8.31149673461914,
        "Da": 9.506299018859863,
        "E_coh": 0.7975242137908936,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.6,
              43.59
            ],
            [
              -79.56,
              43.59
            ],
            [
              -79.54,
              43.57
            ],
            [
              -79.54,
              43.55
            ],
            [
              -79.56,
              43.51
            ],
            [
              -79.6,
              43.51
            ],
            [
              -79.62,
              43.53
            ],
            [
              -79.62,
              43.57
            ],
            [
              -79.6,
              43.59
            ]
          ]
        ]
      },
      "raw_probability": 0.6901,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6a0b50bae53aa1555167ce08594b2350d4fa22d1dad0c9d332a7f70f62b008cd",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6901,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "806ab7b2fcf7b81c89d14380995f5ab9ec6d89381858dff58ca14d78e5199dee"
      },
      "receipt_sha256": "806ab7b2fcf7b81c89d14380995f5ab9ec6d89381858dff58ca14d78e5199dee"
    },
    {
      "storm_id": "31396",
      "lat": 40.43,
      "lon": -74.0,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2221.0,
      "ebshear": 37.0,
      "srh01": 89.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2249
        },
        {
          "name": "alignment",
          "value": -3.5403
        },
        {
          "name": "tau",
          "value": 3.2155
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6897
      },
      "coherence_score": 3.2155191898345947,
      "coherence_diagnostics": {
        "tau": 3.2155191898345947,
        "grad_tau": 0.16183245182037354,
        "torsion": 0.0,
        "alignment": -3.5402987003326416,
        "S_field": 1.031680703163147,
        "Gamma_field": 0.18510660529136658,
        "S_over_Gamma": 5.5734405517578125,
        "Da": 11.332073211669922,
        "E_coh": 0.8204509615898132,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.01,
              40.47
            ],
            [
              -73.97,
              40.46
            ],
            [
              -73.96,
              40.45
            ],
            [
              -73.96,
              40.4
            ],
            [
              -73.99,
              40.38
            ],
            [
              -74.02,
              40.39
            ],
            [
              -74.04,
              40.41
            ],
            [
              -74.04,
              40.44
            ],
            [
              -74.01,
              40.47
            ]
          ]
        ]
      },
      "raw_probability": 0.6897,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "a6061c81015baec602e1ab21d90f9d6be11adbe7cfe60da2c43cd6e1d8885a9d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6897,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b44f57d18597241bda961112e223a93644587af3b264808dd2b1bb5cce8f0b51"
      },
      "receipt_sha256": "b44f57d18597241bda961112e223a93644587af3b264808dd2b1bb5cce8f0b51"
    },
    {
      "storm_id": "31792",
      "lat": 40.371,
      "lon": -74.126,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2377.0,
      "ebshear": 36.0,
      "srh01": 85.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2249
        },
        {
          "name": "alignment",
          "value": -3.5403
        },
        {
          "name": "tau",
          "value": 3.2155
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6897
      },
      "coherence_score": 3.2155191898345947,
      "coherence_diagnostics": {
        "tau": 3.2155191898345947,
        "grad_tau": 0.16183245182037354,
        "torsion": 0.0,
        "alignment": -3.5402987003326416,
        "S_field": 1.031680703163147,
        "Gamma_field": 0.18510660529136658,
        "S_over_Gamma": 5.5734405517578125,
        "Da": 11.332073211669922,
        "E_coh": 0.8204509615898132,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.14,
              40.4
            ],
            [
              -74.11,
              40.4
            ],
            [
              -74.1,
              40.39
            ],
            [
              -74.11,
              40.38
            ],
            [
              -74.11,
              40.36
            ],
            [
              -74.1,
              40.35
            ],
            [
              -74.11,
              40.33
            ],
            [
              -74.17,
              40.34
            ],
            [
              -74.17,
              40.36
            ],
            [
              -74.14,
              40.4
            ]
          ]
        ]
      },
      "raw_probability": 0.6897,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "a6061c81015baec602e1ab21d90f9d6be11adbe7cfe60da2c43cd6e1d8885a9d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6897,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b44f57d18597241bda961112e223a93644587af3b264808dd2b1bb5cce8f0b51"
      },
      "receipt_sha256": "b44f57d18597241bda961112e223a93644587af3b264808dd2b1bb5cce8f0b51"
    },
    {
      "storm_id": "31703",
      "lat": 40.0512,
      "lon": -83.1691,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2756.0,
      "ebshear": 51.0,
      "srh01": 225.0,
      "maxllaz": 0.001,
      "mesh": 0.48,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 225.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0999
        },
        {
          "name": "alignment",
          "value": 10.2794
        },
        {
          "name": "tau",
          "value": 3.7795
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.689
      },
      "coherence_score": 3.7794575691223145,
      "coherence_diagnostics": {
        "tau": 3.7794575691223145,
        "grad_tau": 0.13361452519893646,
        "torsion": 0.0,
        "alignment": 10.279387474060059,
        "S_field": 1.4781981706619263,
        "Gamma_field": 0.1876066029071808,
        "S_over_Gamma": 7.879243850708008,
        "Da": 10.018218994140625,
        "E_coh": 0.9005064964294434,
        "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": [
          [
            [
              -83.21,
              40.09
            ],
            [
              -83.2,
              40.09
            ],
            [
              -83.19,
              40.08
            ],
            [
              -83.18,
              40.08
            ],
            [
              -83.17,
              40.09
            ],
            [
              -83.16,
              40.09
            ],
            [
              -83.15,
              40.09
            ],
            [
              -83.14,
              40.09
            ],
            [
              -83.13,
              40.08
            ],
            [
              -83.13,
              40.07
            ],
            [
              -83.13,
              40.06
            ],
            [
              -83.12,
              40.05
            ],
            [
              -83.11,
              40.04
            ],
            [
              -83.11,
              40.03
            ],
            [
              -83.12,
              40.02
            ],
            [
              -83.13,
              40.01
            ],
            [
              -83.14,
              40.01
            ],
            [
              -83.15,
              40.01
            ],
            [
              -83.16,
              40.01
            ],
            [
              -83.17,
              40.01
            ],
            [
              -83.18,
              40.0
            ],
            [
              -83.19,
              40.01
            ],
            [
              -83.2,
              40.01
            ],
            [
              -83.21,
              40.01
            ],
            [
              -83.21,
              40.02
            ],
            [
              -83.2,
              40.03
            ],
            [
              -83.19,
              40.04
            ],
            [
              -83.19,
              40.05
            ],
            [
              -83.19,
              40.06
            ],
            [
              -83.18,
              40.07
            ],
            [
              -83.19,
              40.08
            ],
            [
              -83.2,
              40.09
            ],
            [
              -83.21,
              40.08
            ],
            [
              -83.21,
              40.09
            ]
          ]
        ]
      },
      "raw_probability": 0.689,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "48633aa90e108372ef22180bddc0758a87c0bff48c57337d892216c57b0088a2",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.689,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f7080934d09b11449a08bcfecd1c85207149ef49a2f3e33b32ca042b450fa71"
      },
      "receipt_sha256": "7f7080934d09b11449a08bcfecd1c85207149ef49a2f3e33b32ca042b450fa71"
    },
    {
      "storm_id": "31773",
      "lat": 37.41,
      "lon": -84.3517,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3457.0,
      "ebshear": 38.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7249
        },
        {
          "name": "alignment",
          "value": 10.2258
        },
        {
          "name": "tau",
          "value": 3.6778
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6844
      },
      "coherence_score": 3.677825927734375,
      "coherence_diagnostics": {
        "tau": 3.677825927734375,
        "grad_tau": 0.18911860883235931,
        "torsion": 0.0,
        "alignment": 10.225772857666016,
        "S_field": 1.2141385078430176,
        "Gamma_field": 0.35593995451927185,
        "S_over_Gamma": 3.411076784133911,
        "Da": 21.574031829833984,
        "E_coh": 0.7636879682540894,
        "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": [
          [
            [
              -84.35,
              37.45
            ],
            [
              -84.34,
              37.43
            ],
            [
              -84.32,
              37.42
            ],
            [
              -84.3,
              37.39
            ],
            [
              -84.3,
              37.37
            ],
            [
              -84.34,
              37.34
            ],
            [
              -84.37,
              37.34
            ],
            [
              -84.38,
              37.42
            ],
            [
              -84.4,
              37.43
            ],
            [
              -84.4,
              37.44
            ],
            [
              -84.37,
              37.44
            ],
            [
              -84.35,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.6844,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "8575ed3d7b84d592b4d3c264695d44ac2f57afae8a4377e99982950f811adc53",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6844,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85d513b06f73399857ef35ebadacfe205fc88abdd891bc1db6a7da0f49fbc1b9"
      },
      "receipt_sha256": "85d513b06f73399857ef35ebadacfe205fc88abdd891bc1db6a7da0f49fbc1b9"
    },
    {
      "storm_id": "29736",
      "lat": 38.5029,
      "lon": -73.8129,
      "motion_east": 8.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1972.0,
      "ebshear": 31.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8499
        },
        {
          "name": "alignment",
          "value": -4.9971
        },
        {
          "name": "tau",
          "value": 3.4816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6831
      },
      "coherence_score": 3.481600046157837,
      "coherence_diagnostics": {
        "tau": 3.481600046157837,
        "grad_tau": 0.3206981122493744,
        "torsion": 0.0,
        "alignment": -4.99708890914917,
        "S_field": 0.934855580329895,
        "Gamma_field": 0.4817732870578766,
        "S_over_Gamma": 1.9404470920562744,
        "Da": 27.15512466430664,
        "E_coh": 0.7091197967529297,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.85,
              38.6
            ],
            [
              -73.81,
              38.6
            ],
            [
              -73.76,
              38.54
            ],
            [
              -73.72,
              38.53
            ],
            [
              -73.71,
              38.52
            ],
            [
              -73.71,
              38.47
            ],
            [
              -73.74,
              38.43
            ],
            [
              -73.8,
              38.43
            ],
            [
              -73.81,
              38.44
            ],
            [
              -73.82,
              38.43
            ],
            [
              -73.83,
              38.44
            ],
            [
              -73.87,
              38.44
            ],
            [
              -73.9,
              38.46
            ],
            [
              -73.9,
              38.51
            ],
            [
              -73.87,
              38.54
            ],
            [
              -73.87,
              38.57
            ],
            [
              -73.85,
              38.6
            ]
          ]
        ]
      },
      "raw_probability": 0.6831,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6b488f79926f76883d7ba1d13660e188f11fbb2b338383b52472994f64410a63",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6831,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a74f6641ad0edccbf15a71d970ab01ebfeed62601d6abb91bf289a0976aa47f6"
      },
      "receipt_sha256": "a74f6641ad0edccbf15a71d970ab01ebfeed62601d6abb91bf289a0976aa47f6"
    },
    {
      "storm_id": "31606",
      "lat": 37.7132,
      "lon": -81.9727,
      "motion_east": 9.0,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3007.0,
      "ebshear": 35.0,
      "srh01": 94.0,
      "maxllaz": 0.006,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0999
        },
        {
          "name": "alignment",
          "value": 3.6697
        },
        {
          "name": "tau",
          "value": 3.8423
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6831
      },
      "coherence_score": 3.842259407043457,
      "coherence_diagnostics": {
        "tau": 3.842259407043457,
        "grad_tau": 0.18391649425029755,
        "torsion": 0.0,
        "alignment": 3.6697280406951904,
        "S_field": 1.0618990659713745,
        "Gamma_field": 0.22427327930927277,
        "S_over_Gamma": 4.734844207763672,
        "Da": 13.813154220581055,
        "E_coh": 0.7493081092834473,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.86,
              37.76
            ],
            [
              -81.84,
              37.76
            ],
            [
              -81.83,
              37.75
            ],
            [
              -81.83,
              37.71
            ],
            [
              -81.86,
              37.68
            ],
            [
              -81.88,
              37.67
            ],
            [
              -81.95,
              37.67
            ],
            [
              -81.99,
              37.65
            ],
            [
              -82.01,
              37.63
            ],
            [
              -82.09,
              37.63
            ],
            [
              -82.14,
              37.69
            ],
            [
              -82.14,
              37.71
            ],
            [
              -82.15,
              37.72
            ],
            [
              -82.15,
              37.73
            ],
            [
              -82.13,
              37.72
            ],
            [
              -82.05,
              37.72
            ],
            [
              -81.99,
              37.75
            ],
            [
              -81.97,
              37.74
            ],
            [
              -81.91,
              37.74
            ],
            [
              -81.9,
              37.75
            ],
            [
              -81.87,
              37.75
            ],
            [
              -81.86,
              37.76
            ]
          ]
        ]
      },
      "raw_probability": 0.6831,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6b488f79926f76883d7ba1d13660e188f11fbb2b338383b52472994f64410a63",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6831,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a74f6641ad0edccbf15a71d970ab01ebfeed62601d6abb91bf289a0976aa47f6"
      },
      "receipt_sha256": "a74f6641ad0edccbf15a71d970ab01ebfeed62601d6abb91bf289a0976aa47f6"
    },
    {
      "storm_id": "31290",
      "lat": 41.1842,
      "lon": -81.2433,
      "motion_east": 14.1,
      "motion_south": 3.5,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1415.0,
      "ebshear": 52.0,
      "srh01": 269.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 269.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.1374
        },
        {
          "name": "tau",
          "value": 3.1942
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6811
      },
      "coherence_score": 3.194187641143799,
      "coherence_diagnostics": {
        "tau": 3.194187641143799,
        "grad_tau": 0.4809074103832245,
        "torsion": 0.0,
        "alignment": -5.137439250946045,
        "S_field": 1.0863902568817139,
        "Gamma_field": 0.21677327156066895,
        "S_over_Gamma": 5.011642932891846,
        "Da": 12.136836051940918,
        "E_coh": 0.8072878122329712,
        "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": [
          [
            [
              -81.22,
              41.24
            ],
            [
              -81.18,
              41.24
            ],
            [
              -81.15,
              41.21
            ],
            [
              -81.15,
              41.19
            ],
            [
              -81.18,
              41.14
            ],
            [
              -81.24,
              41.11
            ],
            [
              -81.3,
              41.11
            ],
            [
              -81.34,
              41.14
            ],
            [
              -81.34,
              41.18
            ],
            [
              -81.32,
              41.2
            ],
            [
              -81.28,
              41.21
            ],
            [
              -81.22,
              41.24
            ]
          ]
        ]
      },
      "raw_probability": 0.6811,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "bd432a3fd0dccfcc970ecb00db6026bf9426024f5bce3516ad7fcef8dc7f7412",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6811,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "622c5691837dd1107889203b22511b7cd6b8efc627d75e9871e22d6f406d5919"
      },
      "receipt_sha256": "622c5691837dd1107889203b22511b7cd6b8efc627d75e9871e22d6f406d5919"
    },
    {
      "storm_id": "31680",
      "lat": 37.934,
      "lon": -75.692,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2201.0,
      "ebshear": 32.0,
      "srh01": 108.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9749
        },
        {
          "name": "alignment",
          "value": 7.0581
        },
        {
          "name": "tau",
          "value": 3.5709
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.681
      },
      "coherence_score": 3.5709152221679688,
      "coherence_diagnostics": {
        "tau": 3.5709152221679688,
        "grad_tau": 0.06794103235006332,
        "torsion": 0.0,
        "alignment": 7.058067321777344,
        "S_field": 0.9538214206695557,
        "Gamma_field": 0.35093995928764343,
        "S_over_Gamma": 2.717904806137085,
        "Da": 20.965478897094727,
        "E_coh": 0.7575655579566956,
        "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": [
          [
            [
              -75.73,
              37.97
            ],
            [
              -75.71,
              37.96
            ],
            [
              -75.68,
              37.96
            ],
            [
              -75.66,
              37.97
            ],
            [
              -75.64,
              37.96
            ],
            [
              -75.64,
              37.93
            ],
            [
              -75.65,
              37.93
            ],
            [
              -75.67,
              37.91
            ],
            [
              -75.67,
              37.9
            ],
            [
              -75.69,
              37.89
            ],
            [
              -75.7,
              37.9
            ],
            [
              -75.73,
              37.9
            ],
            [
              -75.75,
              37.92
            ],
            [
              -75.73,
              37.94
            ],
            [
              -75.73,
              37.97
            ]
          ]
        ]
      },
      "raw_probability": 0.681,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0f79f77bb5ab9794a8dd292a53a8bf8679bcba95d760917f73d9030aaf221609",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.681,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9900526251e86ac8556c9f0f06d25fc4d0d9549f97fd3214c90e81e94c86c56c"
      },
      "receipt_sha256": "9900526251e86ac8556c9f0f06d25fc4d0d9549f97fd3214c90e81e94c86c56c"
    },
    {
      "storm_id": "31793",
      "lat": 40.2173,
      "lon": -81.2745,
      "motion_east": 9.0,
      "motion_south": 1.3,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1397.0,
      "ebshear": 50.0,
      "srh01": 130.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7249
        },
        {
          "name": "alignment",
          "value": -9.6997
        },
        {
          "name": "tau",
          "value": 3.2415
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6784
      },
      "coherence_score": 3.241480827331543,
      "coherence_diagnostics": {
        "tau": 3.241480827331543,
        "grad_tau": 0.5302395224571228,
        "torsion": 0.0,
        "alignment": -9.699748992919922,
        "S_field": 1.0428507328033447,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 4.702328205108643,
        "Da": 12.117076873779297,
        "E_coh": 0.6302605867385864,
        "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": [
          [
            [
              -81.29,
              40.25
            ],
            [
              -81.27,
              40.25
            ],
            [
              -81.24,
              40.23
            ],
            [
              -81.24,
              40.22
            ],
            [
              -81.26,
              40.2
            ],
            [
              -81.26,
              40.17
            ],
            [
              -81.27,
              40.17
            ],
            [
              -81.28,
              40.2
            ],
            [
              -81.31,
              40.22
            ],
            [
              -81.31,
              40.23
            ],
            [
              -81.29,
              40.25
            ]
          ]
        ]
      },
      "raw_probability": 0.6784,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ee364f557cdf0c1a1abd54d4d78551e6ec89e304c6ead716d701e086d069422c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6784,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06b9474825863305db691b5c968d4440805d623c366faa502a1461b740c4b4f0"
      },
      "receipt_sha256": "06b9474825863305db691b5c968d4440805d623c366faa502a1461b740c4b4f0"
    },
    {
      "storm_id": "31771",
      "lat": 37.7836,
      "lon": -83.9,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0193,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3560.0,
      "ebshear": 37.0,
      "srh01": 90.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7249
        },
        {
          "name": "alignment",
          "value": 10.2258
        },
        {
          "name": "tau",
          "value": 3.6778
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6752
      },
      "coherence_score": 3.677825927734375,
      "coherence_diagnostics": {
        "tau": 3.677825927734375,
        "grad_tau": 0.18911860883235931,
        "torsion": 0.0,
        "alignment": 10.225772857666016,
        "S_field": 1.2141385078430176,
        "Gamma_field": 0.35593995451927185,
        "S_over_Gamma": 3.411076784133911,
        "Da": 21.574031829833984,
        "E_coh": 0.7636879682540894,
        "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": [
          [
            [
              -83.92,
              37.83
            ],
            [
              -83.9,
              37.81
            ],
            [
              -83.86,
              37.8
            ],
            [
              -83.85,
              37.79
            ],
            [
              -83.86,
              37.75
            ],
            [
              -83.89,
              37.73
            ],
            [
              -83.92,
              37.73
            ],
            [
              -83.92,
              37.76
            ],
            [
              -83.93,
              37.77
            ],
            [
              -83.93,
              37.82
            ],
            [
              -83.92,
              37.83
            ]
          ]
        ]
      },
      "raw_probability": 0.6752,
      "confidence_lo": 0.0184,
      "confidence_hi": 0.0193,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "eb39100d317f1d856dd4d251f8bb9b584de2f361ac2f9792c7e4d0506df1a100",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6752,
        "probability": 0.019324,
        "confidence_lo": 0.018375,
        "confidence_hi": 0.019342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "875999828da435594e6f3f14c66547a8b08d7bd77760f0f49e3f860b10bc7eff"
      },
      "receipt_sha256": "875999828da435594e6f3f14c66547a8b08d7bd77760f0f49e3f860b10bc7eff"
    },
    {
      "storm_id": "30951",
      "lat": 40.2294,
      "lon": -74.8117,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0186,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2934.0,
      "ebshear": 32.0,
      "srh01": 78.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5999
        },
        {
          "name": "alignment",
          "value": -0.7467
        },
        {
          "name": "tau",
          "value": 3.1933
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6716
      },
      "coherence_score": 3.1932880878448486,
      "coherence_diagnostics": {
        "tau": 3.1932880878448486,
        "grad_tau": 0.20171210169792175,
        "torsion": 0.0,
        "alignment": -0.7466545104980469,
        "S_field": 1.0159558057785034,
        "Gamma_field": 0.20093993842601776,
        "S_over_Gamma": 5.0560173988342285,
        "Da": 11.980273246765137,
        "E_coh": 0.8289262652397156,
        "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": [
          [
            [
              -74.87,
              40.28
            ],
            [
              -74.85,
              40.28
            ],
            [
              -74.84,
              40.27
            ],
            [
              -74.82,
              40.27
            ],
            [
              -74.81,
              40.26
            ],
            [
              -74.77,
              40.25
            ],
            [
              -74.76,
              40.21
            ],
            [
              -74.75,
              40.2
            ],
            [
              -74.73,
              40.2
            ],
            [
              -74.73,
              40.18
            ],
            [
              -74.75,
              40.19
            ],
            [
              -74.82,
              40.19
            ],
            [
              -74.83,
              40.2
            ],
            [
              -74.85,
              40.2
            ],
            [
              -74.86,
              40.21
            ],
            [
              -74.85,
              40.22
            ],
            [
              -74.85,
              40.24
            ],
            [
              -74.87,
              40.28
            ]
          ]
        ]
      },
      "raw_probability": 0.6716,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0187,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "587335ec29f35314a0e24c550e0625584c9932d445c7ce557ed5df8fbcd5234c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6716,
        "probability": 0.018628,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018657,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9d2715b95d740a162ee1f58de9ceb0c829e9838f258b4d54867db82118f672e"
      },
      "receipt_sha256": "c9d2715b95d740a162ee1f58de9ceb0c829e9838f258b4d54867db82118f672e"
    },
    {
      "storm_id": "30818",
      "lat": 37.433,
      "lon": -82.399,
      "motion_east": 8.0,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2548.0,
      "ebshear": 35.0,
      "srh01": 89.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0999
        },
        {
          "name": "alignment",
          "value": 3.6697
        },
        {
          "name": "tau",
          "value": 3.8423
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6704
      },
      "coherence_score": 3.842259407043457,
      "coherence_diagnostics": {
        "tau": 3.842259407043457,
        "grad_tau": 0.18391649425029755,
        "torsion": 0.0,
        "alignment": 3.6697280406951904,
        "S_field": 1.0618990659713745,
        "Gamma_field": 0.22427327930927277,
        "S_over_Gamma": 4.734844207763672,
        "Da": 13.813154220581055,
        "E_coh": 0.7493081092834473,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.41,
              37.61
            ],
            [
              -82.35,
              37.61
            ],
            [
              -82.33,
              37.59
            ],
            [
              -82.33,
              37.56
            ],
            [
              -82.32,
              37.54
            ],
            [
              -82.27,
              37.51
            ],
            [
              -82.29,
              37.48
            ],
            [
              -82.28,
              37.44
            ],
            [
              -82.31,
              37.41
            ],
            [
              -82.3,
              37.39
            ],
            [
              -82.26,
              37.37
            ],
            [
              -82.26,
              37.31
            ],
            [
              -82.27,
              37.3
            ],
            [
              -82.29,
              37.3
            ],
            [
              -82.3,
              37.29
            ],
            [
              -82.31,
              37.3
            ],
            [
              -82.33,
              37.3
            ],
            [
              -82.33,
              37.31
            ],
            [
              -82.36,
              37.35
            ],
            [
              -82.39,
              37.33
            ],
            [
              -82.44,
              37.33
            ],
            [
              -82.45,
              37.34
            ],
            [
              -82.45,
              37.37
            ],
            [
              -82.47,
              37.39
            ],
            [
              -82.55,
              37.39
            ],
            [
              -82.6,
              37.45
            ],
            [
              -82.6,
              37.5
            ],
            [
              -82.59,
              37.5
            ],
            [
              -82.58,
              37.49
            ],
            [
              -82.55,
              37.49
            ],
            [
              -82.54,
              37.48
            ],
            [
              -82.49,
              37.48
            ],
            [
              -82.47,
              37.46
            ],
            [
              -82.47,
              37.44
            ],
            [
              -82.45,
              37.41
            ],
            [
              -82.4,
              37.41
            ],
            [
              -82.38,
              37.44
            ],
            [
              -82.38,
              37.51
            ],
            [
              -82.4,
              37.53
            ],
            [
              -82.41,
              37.61
            ]
          ]
        ]
      },
      "raw_probability": 0.6704,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "518a9fda254a864be24a10bca4706aaea8dec67b15a5a0d1ad3b2d36e9d1007f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6704,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "955532a9a57d873c6be09bbb2dbf885d41ce3cf2d2ca84ff148a7c4ac2d32c6e"
      },
      "receipt_sha256": "955532a9a57d873c6be09bbb2dbf885d41ce3cf2d2ca84ff148a7c4ac2d32c6e"
    },
    {
      "storm_id": "31513",
      "lat": 43.9927,
      "lon": -78.3918,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1530.0,
      "ebshear": 26.0,
      "srh01": 227.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 227.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2249
        },
        {
          "name": "alignment",
          "value": -6.7875
        },
        {
          "name": "tau",
          "value": 2.3298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6703
      },
      "coherence_score": 2.329848289489746,
      "coherence_diagnostics": {
        "tau": 2.329848289489746,
        "grad_tau": 0.25580209493637085,
        "torsion": 0.0,
        "alignment": -6.787477493286133,
        "S_field": 1.0212370157241821,
        "Gamma_field": 0.2226066142320633,
        "S_over_Gamma": 4.5876312255859375,
        "Da": 13.056178092956543,
        "E_coh": 0.7096914052963257,
        "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": [
          [
            [
              -78.42,
              44.03
            ],
            [
              -78.36,
              44.03
            ],
            [
              -78.35,
              44.02
            ],
            [
              -78.35,
              44.0
            ],
            [
              -78.37,
              43.98
            ],
            [
              -78.37,
              43.96
            ],
            [
              -78.38,
              43.95
            ],
            [
              -78.42,
              43.95
            ],
            [
              -78.43,
              43.96
            ],
            [
              -78.44,
              44.01
            ],
            [
              -78.42,
              44.03
            ]
          ]
        ]
      },
      "raw_probability": 0.6703,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "191def1ba141f9175b8d7da60c4f7dd69baabb144f390331dbfbeac06fb45320",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6703,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d11d18394384a1e2620dc107cd26f9cc58dfe0fe00924ac86cea0047a9d6bc9"
      },
      "receipt_sha256": "8d11d18394384a1e2620dc107cd26f9cc58dfe0fe00924ac86cea0047a9d6bc9"
    },
    {
      "storm_id": "31757",
      "lat": 44.0033,
      "lon": -78.5617,
      "motion_east": 6.9,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1438.0,
      "ebshear": 29.0,
      "srh01": 240.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 240.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2249
        },
        {
          "name": "alignment",
          "value": -6.7875
        },
        {
          "name": "tau",
          "value": 2.3298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6703
      },
      "coherence_score": 2.329848289489746,
      "coherence_diagnostics": {
        "tau": 2.329848289489746,
        "grad_tau": 0.25580209493637085,
        "torsion": 0.0,
        "alignment": -6.787477493286133,
        "S_field": 1.0212370157241821,
        "Gamma_field": 0.2226066142320633,
        "S_over_Gamma": 4.5876312255859375,
        "Da": 13.056178092956543,
        "E_coh": 0.7096914052963257,
        "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": [
          [
            [
              -78.54,
              44.03
            ],
            [
              -78.5,
              44.03
            ],
            [
              -78.5,
              44.02
            ],
            [
              -78.52,
              44.02
            ],
            [
              -78.54,
              44.0
            ],
            [
              -78.56,
              43.96
            ],
            [
              -78.62,
              43.96
            ],
            [
              -78.63,
              43.97
            ],
            [
              -78.62,
              43.98
            ],
            [
              -78.62,
              44.02
            ],
            [
              -78.55,
              44.02
            ],
            [
              -78.54,
              44.03
            ]
          ]
        ]
      },
      "raw_probability": 0.6703,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "191def1ba141f9175b8d7da60c4f7dd69baabb144f390331dbfbeac06fb45320",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6703,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d11d18394384a1e2620dc107cd26f9cc58dfe0fe00924ac86cea0047a9d6bc9"
      },
      "receipt_sha256": "8d11d18394384a1e2620dc107cd26f9cc58dfe0fe00924ac86cea0047a9d6bc9"
    },
    {
      "storm_id": "31639",
      "lat": 44.2773,
      "lon": -78.5291,
      "motion_east": 6.5,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1544.0,
      "ebshear": 29.0,
      "srh01": 204.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2249
        },
        {
          "name": "alignment",
          "value": -6.7875
        },
        {
          "name": "tau",
          "value": 2.3298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6664
      },
      "coherence_score": 2.329848289489746,
      "coherence_diagnostics": {
        "tau": 2.329848289489746,
        "grad_tau": 0.25580209493637085,
        "torsion": 0.0,
        "alignment": -6.787477493286133,
        "S_field": 1.0212370157241821,
        "Gamma_field": 0.2226066142320633,
        "S_over_Gamma": 4.5876312255859375,
        "Da": 13.056178092956543,
        "E_coh": 0.7096914052963257,
        "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": [
          [
            [
              -78.53,
              44.33
            ],
            [
              -78.45,
              44.31
            ],
            [
              -78.45,
              44.26
            ],
            [
              -78.49,
              44.24
            ],
            [
              -78.54,
              44.24
            ],
            [
              -78.55,
              44.23
            ],
            [
              -78.57,
              44.23
            ],
            [
              -78.59,
              44.25
            ],
            [
              -78.58,
              44.31
            ],
            [
              -78.54,
              44.32
            ],
            [
              -78.53,
              44.33
            ]
          ]
        ]
      },
      "raw_probability": 0.6664,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "958cf4d18c1310948a3be74e5b471a5240df0f1bc4fd2f19cf84a501a0de47cb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6664,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ed47517e7756d176f184c7982f59b8cb0074269c5d076d6b8b5c1d2125f1247"
      },
      "receipt_sha256": "7ed47517e7756d176f184c7982f59b8cb0074269c5d076d6b8b5c1d2125f1247"
    },
    {
      "storm_id": "31797",
      "lat": 37.633,
      "lon": -80.12,
      "motion_east": 8.3,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2278.0,
      "ebshear": 25.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9749
        },
        {
          "name": "alignment",
          "value": -0.5597
        },
        {
          "name": "tau",
          "value": 3.955
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6623
      },
      "coherence_score": 3.9549641609191895,
      "coherence_diagnostics": {
        "tau": 3.9549641609191895,
        "grad_tau": 0.12327205389738083,
        "torsion": 0.0,
        "alignment": -0.5597121715545654,
        "S_field": 1.3831473588943481,
        "Gamma_field": 0.1876066029071808,
        "S_over_Gamma": 7.372594356536865,
        "Da": 11.360101699829102,
        "E_coh": 0.8508371710777283,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.14,
              37.66
            ],
            [
              -80.1,
              37.66
            ],
            [
              -80.08,
              37.64
            ],
            [
              -80.07,
              37.64
            ],
            [
              -80.07,
              37.63
            ],
            [
              -80.1,
              37.6
            ],
            [
              -80.16,
              37.6
            ],
            [
              -80.17,
              37.61
            ],
            [
              -80.17,
              37.63
            ],
            [
              -80.14,
              37.66
            ]
          ]
        ]
      },
      "raw_probability": 0.6623,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "05e19c6029f8fb19d28b6ed65ffb11cb332ba1b441f72dda2633e25fd1829de2",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6623,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8286f4581f6659237302e50581ece29906f9ab4ea32f205e2ce907d98d471fe"
      },
      "receipt_sha256": "a8286f4581f6659237302e50581ece29906f9ab4ea32f205e2ce907d98d471fe"
    },
    {
      "storm_id": "30238",
      "lat": 38.8487,
      "lon": -83.623,
      "motion_east": 11.4,
      "motion_south": 1.8,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3328.0,
      "ebshear": 40.0,
      "srh01": 98.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5999
        },
        {
          "name": "alignment",
          "value": -4.7881
        },
        {
          "name": "tau",
          "value": 3.6979
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6552
      },
      "coherence_score": 3.6978583335876465,
      "coherence_diagnostics": {
        "tau": 3.6978583335876465,
        "grad_tau": 0.0889490619301796,
        "torsion": 0.0,
        "alignment": -4.788081169128418,
        "S_field": 1.0909159183502197,
        "Gamma_field": 0.2617732584476471,
        "S_over_Gamma": 4.167407989501953,
        "Da": 14.543927192687988,
        "E_coh": 0.8655502200126648,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.71,
              38.97
            ],
            [
              -83.66,
              38.97
            ],
            [
              -83.58,
              38.92
            ],
            [
              -83.56,
              38.92
            ],
            [
              -83.53,
              38.9
            ],
            [
              -83.49,
              38.89
            ],
            [
              -83.47,
              38.87
            ],
            [
              -83.47,
              38.82
            ],
            [
              -83.49,
              38.8
            ],
            [
              -83.55,
              38.77
            ],
            [
              -83.57,
              38.77
            ],
            [
              -83.58,
              38.76
            ],
            [
              -83.6,
              38.76
            ],
            [
              -83.64,
              38.74
            ],
            [
              -83.69,
              38.74
            ],
            [
              -83.71,
              38.76
            ],
            [
              -83.71,
              38.8
            ],
            [
              -83.69,
              38.82
            ],
            [
              -83.69,
              38.84
            ],
            [
              -83.74,
              38.88
            ],
            [
              -83.74,
              38.92
            ],
            [
              -83.75,
              38.93
            ],
            [
              -83.71,
              38.97
            ]
          ]
        ]
      },
      "raw_probability": 0.6552,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "17dc0b353dddf5351895cea7c82e7af63bfa6b609f8343ac6ce60befdfa6a7fc",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6552,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc60d1958c96d0c948755c36e64b67437be36b7c5d9f581b1789718995a023fd"
      },
      "receipt_sha256": "bc60d1958c96d0c948755c36e64b67437be36b7c5d9f581b1789718995a023fd"
    },
    {
      "storm_id": "31645",
      "lat": 42.3078,
      "lon": -77.0967,
      "motion_east": 10.1,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1057.0,
      "ebshear": 35.0,
      "srh01": 94.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8499
        },
        {
          "name": "alignment",
          "value": -11.6862
        },
        {
          "name": "tau",
          "value": 1.9455
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6532
      },
      "coherence_score": 1.9455279111862183,
      "coherence_diagnostics": {
        "tau": 1.9455279111862183,
        "grad_tau": 0.3318087160587311,
        "torsion": 0.0,
        "alignment": -11.68619155883789,
        "S_field": 0.94884192943573,
        "Gamma_field": 0.4567732810974121,
        "S_over_Gamma": 2.077270984649658,
        "Da": 27.960861206054688,
        "E_coh": 0.5694983601570129,
        "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": [
          [
            [
              -77.11,
              42.34
            ],
            [
              -77.08,
              42.34
            ],
            [
              -77.07,
              42.32
            ],
            [
              -77.07,
              42.28
            ],
            [
              -77.08,
              42.27
            ],
            [
              -77.11,
              42.27
            ],
            [
              -77.12,
              42.28
            ],
            [
              -77.12,
              42.33
            ],
            [
              -77.11,
              42.34
            ]
          ]
        ]
      },
      "raw_probability": 0.6532,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b93c05cceefcd11b8c7930bd45dca1a5fa968c4fcc8a0b4d2a5b2c5fdc3ef1ee",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6532,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c4161f79759a181e810e5acdfafd21c19e4a272243a22a95b6b43597bc7c6522"
      },
      "receipt_sha256": "c4161f79759a181e810e5acdfafd21c19e4a272243a22a95b6b43597bc7c6522"
    },
    {
      "storm_id": "31796",
      "lat": 37.9964,
      "lon": -76.0071,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0184,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2371.0,
      "ebshear": 28.0,
      "srh01": 86.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0999
        },
        {
          "name": "alignment",
          "value": -9.1742
        },
        {
          "name": "tau",
          "value": 3.553
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6497
      },
      "coherence_score": 3.552967071533203,
      "coherence_diagnostics": {
        "tau": 3.552967071533203,
        "grad_tau": 0.13952499628067017,
        "torsion": 0.0,
        "alignment": -9.174189567565918,
        "S_field": 0.9318333268165588,
        "Gamma_field": 0.27010661363601685,
        "S_over_Gamma": 3.4498722553253174,
        "Da": 16.055679321289062,
        "E_coh": 0.7177425026893616,
        "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": [
          [
            [
              -76.02,
              38.04
            ],
            [
              -75.98,
              38.03
            ],
            [
              -76.0,
              38.01
            ],
            [
              -76.0,
              38.0
            ],
            [
              -75.98,
              37.98
            ],
            [
              -75.97,
              37.98
            ],
            [
              -75.97,
              37.97
            ],
            [
              -76.01,
              37.94
            ],
            [
              -76.05,
              37.96
            ],
            [
              -76.05,
              37.97
            ],
            [
              -76.01,
              38.0
            ],
            [
              -76.01,
              38.01
            ],
            [
              -76.03,
              38.02
            ],
            [
              -76.02,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.6497,
      "confidence_lo": 0.0171,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "2414947572bfa4b77576dffa1ffea0855727f2604c8ff12ee517dae9a1f5c565",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6497,
        "probability": 0.018381,
        "confidence_lo": 0.017105,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbaf7994d6bbcfb47683454aadac240427f9229c046114f8ec264c9321f8775d"
      },
      "receipt_sha256": "bbaf7994d6bbcfb47683454aadac240427f9229c046114f8ec264c9321f8775d"
    },
    {
      "storm_id": "31628",
      "lat": 38.727,
      "lon": -73.968,
      "motion_east": 9.3,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0183,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2438.0,
      "ebshear": 33.0,
      "srh01": 99.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4749
        },
        {
          "name": "alignment",
          "value": 2.8165
        },
        {
          "name": "tau",
          "value": 3.2559
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6432
      },
      "coherence_score": 3.2559406757354736,
      "coherence_diagnostics": {
        "tau": 3.2559406757354736,
        "grad_tau": 0.16134905815124512,
        "torsion": 0.0,
        "alignment": 2.816549062728882,
        "S_field": 0.719514012336731,
        "Gamma_field": 0.4142732620239258,
        "S_over_Gamma": 1.7368102073669434,
        "Da": 24.10430145263672,
        "E_coh": 0.7759636640548706,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.02,
              38.75
            ],
            [
              -73.96,
              38.75
            ],
            [
              -73.95,
              38.74
            ],
            [
              -73.93,
              38.74
            ],
            [
              -73.92,
              38.73
            ],
            [
              -73.92,
              38.7
            ],
            [
              -73.94,
              38.68
            ],
            [
              -73.99,
              38.69
            ],
            [
              -74.03,
              38.74
            ],
            [
              -74.02,
              38.75
            ]
          ]
        ]
      },
      "raw_probability": 0.6432,
      "confidence_lo": 0.0151,
      "confidence_hi": 0.0184,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "c95ed24bd0c1f76c9f841ed2e5f786792bb9711f521362982737c827f706187f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6432,
        "probability": 0.018344,
        "confidence_lo": 0.015094,
        "confidence_hi": 0.018405,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8110df2544e043f49ecbcc496a2c1df8fe9af25005ac7bff145f318be05cc681"
      },
      "receipt_sha256": "8110df2544e043f49ecbcc496a2c1df8fe9af25005ac7bff145f318be05cc681"
    },
    {
      "storm_id": "31160",
      "lat": 41.1339,
      "lon": -81.6733,
      "motion_east": 11.9,
      "motion_south": 6.8,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0176,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1316.0,
      "ebshear": 52.0,
      "srh01": 269.0,
      "maxllaz": 0.008,
      "mesh": 0.05,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 269.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -5.1374
        },
        {
          "name": "tau",
          "value": 3.1942
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6422
      },
      "coherence_score": 3.194187641143799,
      "coherence_diagnostics": {
        "tau": 3.194187641143799,
        "grad_tau": 0.4809074103832245,
        "torsion": 0.0,
        "alignment": -5.137439250946045,
        "S_field": 1.0863902568817139,
        "Gamma_field": 0.21677327156066895,
        "S_over_Gamma": 5.011642932891846,
        "Da": 12.136836051940918,
        "E_coh": 0.8072878122329712,
        "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": [
          [
            [
              -81.7,
              41.2
            ],
            [
              -81.68,
              41.2
            ],
            [
              -81.65,
              41.18
            ],
            [
              -81.57,
              41.18
            ],
            [
              -81.56,
              41.17
            ],
            [
              -81.56,
              41.15
            ],
            [
              -81.58,
              41.14
            ],
            [
              -81.6,
              41.12
            ],
            [
              -81.6,
              41.11
            ],
            [
              -81.64,
              41.07
            ],
            [
              -81.66,
              41.06
            ],
            [
              -81.76,
              41.06
            ],
            [
              -81.78,
              41.07
            ],
            [
              -81.79,
              41.08
            ],
            [
              -81.79,
              41.12
            ],
            [
              -81.76,
              41.15
            ],
            [
              -81.74,
              41.15
            ],
            [
              -81.7,
              41.2
            ]
          ]
        ]
      },
      "raw_probability": 0.6422,
      "confidence_lo": 0.0151,
      "confidence_hi": 0.0177,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ab3931cf6a97a5be7d44120a17fe17caef5bbdb065841eaf9c9f712e46829663",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6422,
        "probability": 0.017643,
        "confidence_lo": 0.015094,
        "confidence_hi": 0.017689,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c2945a43da47b970d66ddc6226df702ce93f11756cae2b6a955c9cad78e0f0ff"
      },
      "receipt_sha256": "c2945a43da47b970d66ddc6226df702ce93f11756cae2b6a955c9cad78e0f0ff"
    },
    {
      "storm_id": "31240",
      "lat": 38.8837,
      "lon": -74.693,
      "motion_east": 10.9,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0175,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2114.0,
      "ebshear": 31.0,
      "srh01": 146.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 146.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9749
        },
        {
          "name": "alignment",
          "value": -3.0129
        },
        {
          "name": "tau",
          "value": 3.2945
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6391
      },
      "coherence_score": 3.29445219039917,
      "coherence_diagnostics": {
        "tau": 3.29445219039917,
        "grad_tau": 0.1462147980928421,
        "torsion": 0.0,
        "alignment": -3.0128602981567383,
        "S_field": 0.789598286151886,
        "Gamma_field": 0.34177327156066895,
        "S_over_Gamma": 2.310298442840576,
        "Da": 20.79179573059082,
        "E_coh": 0.7593093514442444,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.75,
              39.03
            ],
            [
              -74.68,
              39.02
            ],
            [
              -74.64,
              38.98
            ],
            [
              -74.64,
              38.92
            ],
            [
              -74.61,
              38.89
            ],
            [
              -74.6,
              38.89
            ],
            [
              -74.56,
              38.86
            ],
            [
              -74.56,
              38.82
            ],
            [
              -74.62,
              38.76
            ],
            [
              -74.63,
              38.76
            ],
            [
              -74.68,
              38.72
            ],
            [
              -74.7,
              38.73
            ],
            [
              -74.7,
              38.78
            ],
            [
              -74.68,
              38.8
            ],
            [
              -74.69,
              38.84
            ],
            [
              -74.72,
              38.87
            ],
            [
              -74.75,
              38.85
            ],
            [
              -74.77,
              38.87
            ],
            [
              -74.77,
              38.9
            ],
            [
              -74.76,
              38.91
            ],
            [
              -74.74,
              38.91
            ],
            [
              -74.73,
              38.9
            ],
            [
              -74.72,
              38.91
            ],
            [
              -74.72,
              38.93
            ],
            [
              -74.77,
              38.97
            ],
            [
              -74.77,
              39.01
            ],
            [
              -74.75,
              39.03
            ]
          ]
        ]
      },
      "raw_probability": 0.6391,
      "confidence_lo": 0.0151,
      "confidence_hi": 0.0176,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "e204ca98a603b279b73a3e6219c23f67fea6b4f0cff86b6b9239224910a0868e",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6391,
        "probability": 0.017535,
        "confidence_lo": 0.015094,
        "confidence_hi": 0.017578,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "862b7f39fc18a66daac353c458458f50a2af700308efe0642ff09a7547cff35c"
      },
      "receipt_sha256": "862b7f39fc18a66daac353c458458f50a2af700308efe0642ff09a7547cff35c"
    },
    {
      "storm_id": "31455",
      "lat": 38.0468,
      "lon": -81.1257,
      "motion_east": 10.4,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0175,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2671.0,
      "ebshear": 33.0,
      "srh01": 104.0,
      "maxllaz": 0.008,
      "mesh": 0.25,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0999
        },
        {
          "name": "alignment",
          "value": 2.1248
        },
        {
          "name": "tau",
          "value": 3.6901
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6372
      },
      "coherence_score": 3.690082550048828,
      "coherence_diagnostics": {
        "tau": 3.690082550048828,
        "grad_tau": 0.2871488332748413,
        "torsion": 0.0,
        "alignment": 2.124798536300659,
        "S_field": 0.7941255569458008,
        "Gamma_field": 0.24260662496089935,
        "S_over_Gamma": 3.2733054161071777,
        "Da": 14.414499282836914,
        "E_coh": 0.7123899459838867,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.69,
              38.36
            ],
            [
              -80.65,
              38.36
            ],
            [
              -80.63,
              38.34
            ],
            [
              -80.63,
              38.29
            ],
            [
              -80.68,
              38.25
            ],
            [
              -80.71,
              38.24
            ],
            [
              -80.75,
              38.2
            ],
            [
              -80.76,
              38.18
            ],
            [
              -80.78,
              38.18
            ],
            [
              -80.79,
              38.17
            ],
            [
              -80.83,
              38.17
            ],
            [
              -80.85,
              38.16
            ],
            [
              -80.9,
              38.11
            ],
            [
              -80.93,
              38.1
            ],
            [
              -80.95,
              38.08
            ],
            [
              -81.01,
              38.05
            ],
            [
              -81.03,
              38.05
            ],
            [
              -81.05,
              38.03
            ],
            [
              -81.07,
              38.03
            ],
            [
              -81.08,
              38.02
            ],
            [
              -81.13,
              38.02
            ],
            [
              -81.14,
              38.03
            ],
            [
              -81.17,
              38.03
            ],
            [
              -81.18,
              38.02
            ],
            [
              -81.18,
              37.96
            ],
            [
              -81.2,
              37.94
            ],
            [
              -81.23,
              37.94
            ],
            [
              -81.28,
              37.89
            ],
            [
              -81.29,
              37.89
            ],
            [
              -81.33,
              37.85
            ],
            [
              -81.35,
              37.84
            ],
            [
              -81.38,
              37.84
            ],
            [
              -81.42,
              37.82
            ],
            [
              -81.45,
              37.82
            ],
            [
              -81.48,
              37.84
            ],
            [
              -81.51,
              37.84
            ],
            [
              -81.52,
              37.85
            ],
            [
              -81.58,
              37.8
            ],
            [
              -81.61,
              37.8
            ],
            [
              -81.62,
              37.81
            ],
            [
              -81.62,
              37.84
            ],
            [
              -81.58,
              37.88
            ],
            [
              -81.54,
              37.88
            ],
            [
              -81.47,
              37.93
            ],
            [
              -81.34,
              37.92
            ],
            [
              -81.32,
              37.94
            ],
            [
              -81.31,
              37.94
            ],
            [
              -81.29,
              37.96
            ],
            [
              -81.27,
              38.0
            ],
            [
              -81.27,
              38.03
            ],
            [
              -81.24,
              38.06
            ],
            [
              -81.24,
              38.09
            ],
            [
              -81.23,
              38.1
            ],
            [
              -81.21,
              38.11
            ],
            [
              -81.12,
              38.11
            ],
            [
              -81.08,
              38.14
            ],
            [
              -81.03,
              38.16
            ],
            [
              -80.97,
              38.21
            ],
            [
              -80.93,
              38.23
            ],
            [
              -80.85,
              38.24
            ],
            [
              -80.79,
              38.27
            ],
            [
              -80.71,
              38.35
            ],
            [
              -80.69,
              38.36
            ]
          ]
        ]
      },
      "raw_probability": 0.6372,
      "confidence_lo": 0.0151,
      "confidence_hi": 0.0176,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "e6100171ede6c1d75cece400274bc5c6e4a059c2937910f1341834971bbbe696",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6372,
        "probability": 0.017535,
        "confidence_lo": 0.015094,
        "confidence_hi": 0.017578,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93ae82a5b815192803d68d1a53eef52d12b799c1c83cbad673f3c0ca03c9bd47"
      },
      "receipt_sha256": "93ae82a5b815192803d68d1a53eef52d12b799c1c83cbad673f3c0ca03c9bd47"
    },
    {
      "storm_id": "31345",
      "lat": 38.8152,
      "lon": -74.3283,
      "motion_east": 9.9,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0155,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2115.0,
      "ebshear": 35.0,
      "srh01": 112.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9749
        },
        {
          "name": "alignment",
          "value": -3.0129
        },
        {
          "name": "tau",
          "value": 3.2945
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6313
      },
      "coherence_score": 3.29445219039917,
      "coherence_diagnostics": {
        "tau": 3.29445219039917,
        "grad_tau": 0.1462147980928421,
        "torsion": 0.0,
        "alignment": -3.0128602981567383,
        "S_field": 0.789598286151886,
        "Gamma_field": 0.34177327156066895,
        "S_over_Gamma": 2.310298442840576,
        "Da": 20.79179573059082,
        "E_coh": 0.7593093514442444,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.47,
              38.9
            ],
            [
              -74.44,
              38.9
            ],
            [
              -74.43,
              38.89
            ],
            [
              -74.38,
              38.89
            ],
            [
              -74.37,
              38.88
            ],
            [
              -74.34,
              38.88
            ],
            [
              -74.33,
              38.89
            ],
            [
              -74.26,
              38.81
            ],
            [
              -74.19,
              38.81
            ],
            [
              -74.18,
              38.82
            ],
            [
              -74.14,
              38.82
            ],
            [
              -74.13,
              38.81
            ],
            [
              -74.13,
              38.79
            ],
            [
              -74.15,
              38.77
            ],
            [
              -74.15,
              38.75
            ],
            [
              -74.2,
              38.71
            ],
            [
              -74.23,
              38.71
            ],
            [
              -74.24,
              38.7
            ],
            [
              -74.3,
              38.7
            ],
            [
              -74.32,
              38.71
            ],
            [
              -74.37,
              38.76
            ],
            [
              -74.43,
              38.79
            ],
            [
              -74.46,
              38.82
            ],
            [
              -74.48,
              38.82
            ],
            [
              -74.49,
              38.83
            ],
            [
              -74.49,
              38.84
            ],
            [
              -74.47,
              38.86
            ],
            [
              -74.48,
              38.88
            ],
            [
              -74.47,
              38.9
            ]
          ]
        ]
      },
      "raw_probability": 0.6313,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0155,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "43f6d53b0f4fe2e1e323ca49979d1843c906aedb25f11fd0e72eaf7cb2713ea4",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6313,
        "probability": 0.015489,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015504,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af1bc78ef6e3a299d018713e2fff976cfedc5b633cb3aecc774ad8d271aab362"
      },
      "receipt_sha256": "af1bc78ef6e3a299d018713e2fff976cfedc5b633cb3aecc774ad8d271aab362"
    },
    {
      "storm_id": "31219",
      "lat": 37.7518,
      "lon": -80.9773,
      "motion_east": 10.4,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0155,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2194.0,
      "ebshear": 32.0,
      "srh01": 87.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5999
        },
        {
          "name": "alignment",
          "value": 7.6894
        },
        {
          "name": "tau",
          "value": 3.9274
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6284
      },
      "coherence_score": 3.9274404048919678,
      "coherence_diagnostics": {
        "tau": 3.9274404048919678,
        "grad_tau": 0.06686495244503021,
        "torsion": 0.0,
        "alignment": 7.689385890960693,
        "S_field": 1.1418465375900269,
        "Gamma_field": 0.1784399449825287,
        "S_over_Gamma": 6.399052143096924,
        "Da": 10.935099601745605,
        "E_coh": 0.8100394010543823,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.02,
              37.79
            ],
            [
              -80.96,
              37.79
            ],
            [
              -80.94,
              37.77
            ],
            [
              -80.93,
              37.77
            ],
            [
              -80.93,
              37.72
            ],
            [
              -80.94,
              37.71
            ],
            [
              -80.98,
              37.71
            ],
            [
              -81.0,
              37.72
            ],
            [
              -81.0,
              37.73
            ],
            [
              -81.03,
              37.77
            ],
            [
              -81.02,
              37.79
            ]
          ]
        ]
      },
      "raw_probability": 0.6284,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0155,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "66cf881751d29330eb1135cf47a3d406507019efb8d08d54202f58dd885c7729",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6284,
        "probability": 0.015489,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015504,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "440205564645cfb33f68f4592bcc358a98513a9cba2aedc365304eee4758af04"
      },
      "receipt_sha256": "440205564645cfb33f68f4592bcc358a98513a9cba2aedc365304eee4758af04"
    },
    {
      "storm_id": "31681",
      "lat": 37.6689,
      "lon": -81.6678,
      "motion_east": 9.5,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0155,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2908.0,
      "ebshear": 32.0,
      "srh01": 90.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5999
        },
        {
          "name": "alignment",
          "value": 7.6894
        },
        {
          "name": "tau",
          "value": 3.9274
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6284
      },
      "coherence_score": 3.9274404048919678,
      "coherence_diagnostics": {
        "tau": 3.9274404048919678,
        "grad_tau": 0.06686495244503021,
        "torsion": 0.0,
        "alignment": 7.689385890960693,
        "S_field": 1.1418465375900269,
        "Gamma_field": 0.1784399449825287,
        "S_over_Gamma": 6.399052143096924,
        "Da": 10.935099601745605,
        "E_coh": 0.8100394010543823,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.68,
              37.7
            ],
            [
              -81.65,
              37.7
            ],
            [
              -81.64,
              37.69
            ],
            [
              -81.64,
              37.64
            ],
            [
              -81.66,
              37.63
            ],
            [
              -81.68,
              37.63
            ],
            [
              -81.69,
              37.64
            ],
            [
              -81.69,
              37.69
            ],
            [
              -81.68,
              37.7
            ]
          ]
        ]
      },
      "raw_probability": 0.6284,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0155,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "66cf881751d29330eb1135cf47a3d406507019efb8d08d54202f58dd885c7729",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6284,
        "probability": 0.015489,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015504,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "440205564645cfb33f68f4592bcc358a98513a9cba2aedc365304eee4758af04"
      },
      "receipt_sha256": "440205564645cfb33f68f4592bcc358a98513a9cba2aedc365304eee4758af04"
    },
    {
      "storm_id": "31520",
      "lat": 42.2917,
      "lon": -77.4192,
      "motion_east": 9.9,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0153,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 989.0,
      "ebshear": 38.0,
      "srh01": 103.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8499
        },
        {
          "name": "alignment",
          "value": -11.6862
        },
        {
          "name": "tau",
          "value": 1.9455
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6178
      },
      "coherence_score": 1.9455279111862183,
      "coherence_diagnostics": {
        "tau": 1.9455279111862183,
        "grad_tau": 0.3318087160587311,
        "torsion": 0.0,
        "alignment": -11.68619155883789,
        "S_field": 0.94884192943573,
        "Gamma_field": 0.4567732810974121,
        "S_over_Gamma": 2.077270984649658,
        "Da": 27.960861206054688,
        "E_coh": 0.5694983601570129,
        "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": [
          [
            [
              -77.45,
              42.36
            ],
            [
              -77.42,
              42.36
            ],
            [
              -77.34,
              42.3
            ],
            [
              -77.34,
              42.26
            ],
            [
              -77.36,
              42.24
            ],
            [
              -77.41,
              42.24
            ],
            [
              -77.42,
              42.23
            ],
            [
              -77.45,
              42.26
            ],
            [
              -77.45,
              42.27
            ],
            [
              -77.47,
              42.29
            ],
            [
              -77.47,
              42.33
            ],
            [
              -77.45,
              42.36
            ]
          ]
        ]
      },
      "raw_probability": 0.6178,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0153,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "dd555d97f04e444db20059b53e9bf7014f2e75d7192916e74db03df7059494a4",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6178,
        "probability": 0.015329,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74b8e162fb7f5d50b17c2b7e2e329b9ef5f067420f6b0fecb547190467d51ed3"
      },
      "receipt_sha256": "74b8e162fb7f5d50b17c2b7e2e329b9ef5f067420f6b0fecb547190467d51ed3"
    },
    {
      "storm_id": "31798",
      "lat": 36.8224,
      "lon": -81.6673,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0153,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2315.0,
      "ebshear": 18.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3499
        },
        {
          "name": "alignment",
          "value": 0.1885
        },
        {
          "name": "tau",
          "value": 3.7621
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6153
      },
      "coherence_score": 3.762063980102539,
      "coherence_diagnostics": {
        "tau": 3.762063980102539,
        "grad_tau": 0.3662164807319641,
        "torsion": 0.0,
        "alignment": 0.18851780891418457,
        "S_field": 1.1235055923461914,
        "Gamma_field": 0.20510661602020264,
        "S_over_Gamma": 5.47766637802124,
        "Da": 13.216893196105957,
        "E_coh": 0.8364360928535461,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.66,
              36.87
            ],
            [
              -81.65,
              36.87
            ],
            [
              -81.64,
              36.86
            ],
            [
              -81.63,
              36.86
            ],
            [
              -81.62,
              36.86
            ],
            [
              -81.62,
              36.85
            ],
            [
              -81.62,
              36.84
            ],
            [
              -81.62,
              36.83
            ],
            [
              -81.62,
              36.82
            ],
            [
              -81.62,
              36.81
            ],
            [
              -81.63,
              36.8
            ],
            [
              -81.64,
              36.8
            ],
            [
              -81.65,
              36.8
            ],
            [
              -81.66,
              36.8
            ],
            [
              -81.67,
              36.8
            ],
            [
              -81.68,
              36.8
            ],
            [
              -81.69,
              36.79
            ],
            [
              -81.7,
              36.78
            ],
            [
              -81.71,
              36.77
            ],
            [
              -81.72,
              36.78
            ],
            [
              -81.71,
              36.78
            ],
            [
              -81.7,
              36.78
            ],
            [
              -81.69,
              36.79
            ],
            [
              -81.7,
              36.8
            ],
            [
              -81.7,
              36.81
            ],
            [
              -81.7,
              36.82
            ],
            [
              -81.69,
              36.83
            ],
            [
              -81.69,
              36.84
            ],
            [
              -81.69,
              36.85
            ],
            [
              -81.69,
              36.86
            ],
            [
              -81.68,
              36.86
            ],
            [
              -81.67,
              36.86
            ],
            [
              -81.66,
              36.87
            ]
          ]
        ]
      },
      "raw_probability": 0.6153,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0153,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "34b90ee26e138de2bba78e2ce7dfe9292026ff5de4a5cd79855f59116e1cb706",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6153,
        "probability": 0.015329,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "553f57e7db68d29e4ca77dd782eaea077c62399a806c38602199052fd24c2332"
      },
      "receipt_sha256": "553f57e7db68d29e4ca77dd782eaea077c62399a806c38602199052fd24c2332"
    },
    {
      "storm_id": "31177",
      "lat": 44.6777,
      "lon": -77.3239,
      "motion_east": 6.2,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0153,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1173.0,
      "ebshear": 35.0,
      "srh01": 177.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 177.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4749
        },
        {
          "name": "alignment",
          "value": -9.5926
        },
        {
          "name": "tau",
          "value": 1.7345
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6028
      },
      "coherence_score": 1.7344658374786377,
      "coherence_diagnostics": {
        "tau": 1.7344658374786377,
        "grad_tau": 0.4124394655227661,
        "torsion": 0.0,
        "alignment": -9.592562675476074,
        "S_field": 0.41485583782196045,
        "Gamma_field": 0.361773282289505,
        "S_over_Gamma": 1.146728754043579,
        "Da": 21.612882614135742,
        "E_coh": 0.33111119270324707,
        "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": [
          [
            [
              -77.27,
              44.84
            ],
            [
              -77.23,
              44.84
            ],
            [
              -77.22,
              44.83
            ],
            [
              -77.16,
              44.83
            ],
            [
              -77.15,
              44.82
            ],
            [
              -77.11,
              44.82
            ],
            [
              -77.08,
              44.84
            ],
            [
              -77.04,
              44.84
            ],
            [
              -77.01,
              44.82
            ],
            [
              -77.01,
              44.79
            ],
            [
              -77.04,
              44.76
            ],
            [
              -77.18,
              44.76
            ],
            [
              -77.2,
              44.74
            ],
            [
              -77.22,
              44.74
            ],
            [
              -77.23,
              44.75
            ],
            [
              -77.29,
              44.75
            ],
            [
              -77.34,
              44.7
            ],
            [
              -77.34,
              44.69
            ],
            [
              -77.37,
              44.67
            ],
            [
              -77.38,
              44.65
            ],
            [
              -77.38,
              44.59
            ],
            [
              -77.4,
              44.57
            ],
            [
              -77.41,
              44.54
            ],
            [
              -77.46,
              44.5
            ],
            [
              -77.43,
              44.47
            ],
            [
              -77.43,
              44.42
            ],
            [
              -77.45,
              44.4
            ],
            [
              -77.49,
              44.4
            ],
            [
              -77.52,
              44.43
            ],
            [
              -77.52,
              44.46
            ],
            [
              -77.51,
              44.48
            ],
            [
              -77.47,
              44.51
            ],
            [
              -77.48,
              44.55
            ],
            [
              -77.47,
              44.56
            ],
            [
              -77.47,
              44.61
            ],
            [
              -77.46,
              44.63
            ],
            [
              -77.48,
              44.65
            ],
            [
              -77.48,
              44.72
            ],
            [
              -77.45,
              44.75
            ],
            [
              -77.39,
              44.78
            ],
            [
              -77.35,
              44.82
            ],
            [
              -77.33,
              44.83
            ],
            [
              -77.28,
              44.83
            ],
            [
              -77.27,
              44.84
            ]
          ]
        ]
      },
      "raw_probability": 0.6028,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0153,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "8533124c0983a771c63f8e5a5b041385e6963bb31591808b3131c382b6eea7e0",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6028,
        "probability": 0.015329,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "118844b418d5f6349047242eb5f12b29f7e8c88cb83a676bdca08b1cb98ac455"
      },
      "receipt_sha256": "118844b418d5f6349047242eb5f12b29f7e8c88cb83a676bdca08b1cb98ac455"
    },
    {
      "storm_id": "31592",
      "lat": 44.5333,
      "lon": -77.2161,
      "motion_east": 6.3,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0153,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 802.0,
      "ebshear": 39.0,
      "srh01": 185.0,
      "maxllaz": 0.013,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4749
        },
        {
          "name": "alignment",
          "value": -9.5926
        },
        {
          "name": "tau",
          "value": 1.7345
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6028
      },
      "coherence_score": 1.7344658374786377,
      "coherence_diagnostics": {
        "tau": 1.7344658374786377,
        "grad_tau": 0.4124394655227661,
        "torsion": 0.0,
        "alignment": -9.592562675476074,
        "S_field": 0.41485583782196045,
        "Gamma_field": 0.361773282289505,
        "S_over_Gamma": 1.146728754043579,
        "Da": 21.612882614135742,
        "E_coh": 0.33111119270324707,
        "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": [
          [
            [
              -77.22,
              44.59
            ],
            [
              -77.18,
              44.59
            ],
            [
              -77.16,
              44.58
            ],
            [
              -77.11,
              44.53
            ],
            [
              -77.1,
              44.53
            ],
            [
              -77.1,
              44.48
            ],
            [
              -77.15,
              44.48
            ],
            [
              -77.18,
              44.5
            ],
            [
              -77.22,
              44.5
            ],
            [
              -77.23,
              44.51
            ],
            [
              -77.26,
              44.51
            ],
            [
              -77.27,
              44.52
            ],
            [
              -77.3,
              44.52
            ],
            [
              -77.31,
              44.51
            ],
            [
              -77.32,
              44.52
            ],
            [
              -77.32,
              44.57
            ],
            [
              -77.24,
              44.57
            ],
            [
              -77.22,
              44.59
            ]
          ]
        ]
      },
      "raw_probability": 0.6028,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0153,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "8533124c0983a771c63f8e5a5b041385e6963bb31591808b3131c382b6eea7e0",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.6028,
        "probability": 0.015329,
        "confidence_lo": 0.01453,
        "confidence_hi": 0.015342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "118844b418d5f6349047242eb5f12b29f7e8c88cb83a676bdca08b1cb98ac455"
      },
      "receipt_sha256": "118844b418d5f6349047242eb5f12b29f7e8c88cb83a676bdca08b1cb98ac455"
    },
    {
      "storm_id": "31164",
      "lat": 38.5762,
      "lon": -85.7681,
      "motion_east": 10.8,
      "motion_south": 1.3,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0153,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3092.0,
      "ebshear": 45.0,
      "srh01": 130.0,
      "maxllaz": 0.005,
      "mesh": 0.28,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7249
        },
        {
          "name": "alignment",
          "value": 7.4454
        },
        {
          "name": "tau",
          "value": 2.6222
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5985
      },
      "coherence_score": 2.6221797466278076,
      "coherence_diagnostics": {
        "tau": 2.6221797466278076,
        "grad_tau": 0.894324004650116,
        "torsion": 0.0,
        "alignment": 7.4453816413879395,
        "S_field": 1.139651894569397,
        "Gamma_field": 0.31427329778671265,
        "S_over_Gamma": 3.6263084411621094,
        "Da": 17.657958984375,
        "E_coh": 0.8695530295372009,
        "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": [
          [
            [
              -85.84,
              38.65
            ],
            [
              -85.79,
              38.65
            ],
            [
              -85.77,
              38.62
            ],
            [
              -85.75,
              38.62
            ],
            [
              -85.74,
              38.61
            ],
            [
              -85.7,
              38.61
            ],
            [
              -85.68,
              38.6
            ],
            [
              -85.66,
              38.58
            ],
            [
              -85.66,
              38.53
            ],
            [
              -85.68,
              38.51
            ],
            [
              -85.7,
              38.5
            ],
            [
              -85.73,
              38.5
            ],
            [
              -85.74,
              38.49
            ],
            [
              -85.76,
              38.5
            ],
            [
              -85.8,
              38.5
            ],
            [
              -85.85,
              38.54
            ],
            [
              -85.86,
              38.58
            ],
            [
              -85.87,
              38.59
            ],
            [
              -85.86,
              38.64
            ],
            [
              -85.85,
              38.63
            ],
            [
              -85.84,
              38.65
            ]
          ]
        ]
      },
      "raw_probability": 0.5985,
      "confidence_lo": 0.0127,
      "confidence_hi": 0.0153,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "3ab0182555f86a1669c8ee905df1cd0311ff1e188cd010a7d1f3e6a5b488a64a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5985,
        "probability": 0.015301,
        "confidence_lo": 0.012712,
        "confidence_hi": 0.015342,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e54ff5f79dbf7105027c544ead6669b581440c2882da7bb74324ebd3e48b22cd"
      },
      "receipt_sha256": "e54ff5f79dbf7105027c544ead6669b581440c2882da7bb74324ebd3e48b22cd"
    },
    {
      "storm_id": "31483",
      "lat": 42.0196,
      "lon": -77.0646,
      "motion_east": 10.2,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0146,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1286.0,
      "ebshear": 34.0,
      "srh01": 83.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8499
        },
        {
          "name": "alignment",
          "value": 11.5153
        },
        {
          "name": "tau",
          "value": 1.919
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5923
      },
      "coherence_score": 1.9190027713775635,
      "coherence_diagnostics": {
        "tau": 1.9190027713775635,
        "grad_tau": 0.3012683093547821,
        "torsion": 0.0,
        "alignment": 11.51525592803955,
        "S_field": 1.1217659711837769,
        "Gamma_field": 0.6667733192443848,
        "S_over_Gamma": 1.6823798418045044,
        "Da": 38.22060012817383,
        "E_coh": 0.5955544114112854,
        "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": [
          [
            [
              -77.0,
              42.16
            ],
            [
              -76.96,
              42.16
            ],
            [
              -76.95,
              42.15
            ],
            [
              -76.95,
              42.02
            ],
            [
              -76.96,
              42.01
            ],
            [
              -76.96,
              41.99
            ],
            [
              -76.95,
              41.98
            ],
            [
              -76.95,
              41.9
            ],
            [
              -77.01,
              41.87
            ],
            [
              -77.05,
              41.83
            ],
            [
              -77.09,
              41.83
            ],
            [
              -77.11,
              41.85
            ],
            [
              -77.11,
              41.88
            ],
            [
              -77.12,
              41.89
            ],
            [
              -77.12,
              42.01
            ],
            [
              -77.14,
              42.03
            ],
            [
              -77.16,
              42.03
            ],
            [
              -77.2,
              42.05
            ],
            [
              -77.2,
              42.1
            ],
            [
              -77.18,
              42.12
            ],
            [
              -77.15,
              42.12
            ],
            [
              -77.11,
              42.08
            ],
            [
              -77.11,
              42.06
            ],
            [
              -77.1,
              42.05
            ],
            [
              -77.07,
              42.05
            ],
            [
              -77.05,
              42.07
            ],
            [
              -77.05,
              42.1
            ],
            [
              -77.0,
              42.16
            ]
          ]
        ]
      },
      "raw_probability": 0.5923,
      "confidence_lo": 0.0127,
      "confidence_hi": 0.0146,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "e139873ce076b1e7dd3d0830d6329bc0111ef2435124e5dc05d778cfb7d3086d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5923,
        "probability": 0.014613,
        "confidence_lo": 0.012712,
        "confidence_hi": 0.014641,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b59b083358dec2fb97708fa4f29cb47e8a0ce2fc9779f15168d526c5a445767"
      },
      "receipt_sha256": "1b59b083358dec2fb97708fa4f29cb47e8a0ce2fc9779f15168d526c5a445767"
    },
    {
      "storm_id": "31128",
      "lat": 41.7806,
      "lon": -77.46,
      "motion_east": 9.5,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0146,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1349.0,
      "ebshear": 41.0,
      "srh01": 107.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8499
        },
        {
          "name": "alignment",
          "value": 11.5153
        },
        {
          "name": "tau",
          "value": 1.919
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5854
      },
      "coherence_score": 1.9190027713775635,
      "coherence_diagnostics": {
        "tau": 1.9190027713775635,
        "grad_tau": 0.3012683093547821,
        "torsion": 0.0,
        "alignment": 11.51525592803955,
        "S_field": 1.1217659711837769,
        "Gamma_field": 0.6667733192443848,
        "S_over_Gamma": 1.6823798418045044,
        "Da": 38.22060012817383,
        "E_coh": 0.5955544114112854,
        "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": [
          [
            [
              -77.41,
              41.85
            ],
            [
              -77.39,
              41.85
            ],
            [
              -77.36,
              41.82
            ],
            [
              -77.37,
              41.78
            ],
            [
              -77.41,
              41.74
            ],
            [
              -77.44,
              41.74
            ],
            [
              -77.47,
              41.72
            ],
            [
              -77.49,
              41.72
            ],
            [
              -77.51,
              41.7
            ],
            [
              -77.53,
              41.7
            ],
            [
              -77.57,
              41.73
            ],
            [
              -77.56,
              41.77
            ],
            [
              -77.53,
              41.81
            ],
            [
              -77.5,
              41.81
            ],
            [
              -77.45,
              41.84
            ],
            [
              -77.42,
              41.84
            ],
            [
              -77.41,
              41.85
            ]
          ]
        ]
      },
      "raw_probability": 0.5854,
      "confidence_lo": 0.0118,
      "confidence_hi": 0.0146,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0d7b5450a6b4c37a588fddfe8fc63de93db9376d3dfb9212a9f13162f24c68b4",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5854,
        "probability": 0.014584,
        "confidence_lo": 0.01182,
        "confidence_hi": 0.014625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6585e4bcf1a2e220f2201423c572d28cc7299820690bbf705e0d9d9c1e927967"
      },
      "receipt_sha256": "6585e4bcf1a2e220f2201423c572d28cc7299820690bbf705e0d9d9c1e927967"
    },
    {
      "storm_id": "31481",
      "lat": 41.8708,
      "lon": -77.9308,
      "motion_east": 8.2,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0146,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 968.0,
      "ebshear": 38.0,
      "srh01": 139.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8499
        },
        {
          "name": "alignment",
          "value": 11.5153
        },
        {
          "name": "tau",
          "value": 1.919
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5854
      },
      "coherence_score": 1.9190027713775635,
      "coherence_diagnostics": {
        "tau": 1.9190027713775635,
        "grad_tau": 0.3012683093547821,
        "torsion": 0.0,
        "alignment": 11.51525592803955,
        "S_field": 1.1217659711837769,
        "Gamma_field": 0.6667733192443848,
        "S_over_Gamma": 1.6823798418045044,
        "Da": 38.22060012817383,
        "E_coh": 0.5955544114112854,
        "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": [
          [
            [
              -77.98,
              41.93
            ],
            [
              -77.96,
              41.92
            ],
            [
              -77.91,
              41.92
            ],
            [
              -77.87,
              41.89
            ],
            [
              -77.86,
              41.89
            ],
            [
              -77.85,
              41.85
            ],
            [
              -77.87,
              41.81
            ],
            [
              -77.91,
              41.79
            ],
            [
              -77.93,
              41.79
            ],
            [
              -77.99,
              41.82
            ],
            [
              -77.99,
              41.88
            ],
            [
              -78.0,
              41.9
            ],
            [
              -77.98,
              41.93
            ]
          ]
        ]
      },
      "raw_probability": 0.5854,
      "confidence_lo": 0.0118,
      "confidence_hi": 0.0146,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0d7b5450a6b4c37a588fddfe8fc63de93db9376d3dfb9212a9f13162f24c68b4",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5854,
        "probability": 0.014584,
        "confidence_lo": 0.01182,
        "confidence_hi": 0.014625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6585e4bcf1a2e220f2201423c572d28cc7299820690bbf705e0d9d9c1e927967"
      },
      "receipt_sha256": "6585e4bcf1a2e220f2201423c572d28cc7299820690bbf705e0d9d9c1e927967"
    },
    {
      "storm_id": "31167",
      "lat": 37.0814,
      "lon": -77.4014,
      "motion_east": 10.0,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0134,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2476.0,
      "ebshear": 26.0,
      "srh01": 132.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9749
        },
        {
          "name": "alignment",
          "value": 4.907
        },
        {
          "name": "tau",
          "value": 3.2913
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5753
      },
      "coherence_score": 3.291320562362671,
      "coherence_diagnostics": {
        "tau": 3.291320562362671,
        "grad_tau": 0.525241494178772,
        "torsion": 0.0,
        "alignment": 4.906970977783203,
        "S_field": 1.198537826538086,
        "Gamma_field": 0.19427327811717987,
        "S_over_Gamma": 6.169339656829834,
        "Da": 12.036283493041992,
        "E_coh": 0.8986015915870667,
        "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": [
          [
            [
              -77.42,
              37.11
            ],
            [
              -77.35,
              37.11
            ],
            [
              -77.35,
              37.06
            ],
            [
              -77.39,
              37.04
            ],
            [
              -77.44,
              37.04
            ],
            [
              -77.44,
              37.1
            ],
            [
              -77.42,
              37.11
            ]
          ]
        ]
      },
      "raw_probability": 0.5753,
      "confidence_lo": 0.0118,
      "confidence_hi": 0.0134,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "81cde05b1b28decf586f9f696c6ac796d586338bb588241a360d92a14b9962cb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5753,
        "probability": 0.013401,
        "confidence_lo": 0.01182,
        "confidence_hi": 0.013423,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ac33d6fe77e9a15bdd8d8993d6acea544ada8f8a76e0e7896a24ab9bed9c133"
      },
      "receipt_sha256": "2ac33d6fe77e9a15bdd8d8993d6acea544ada8f8a76e0e7896a24ab9bed9c133"
    },
    {
      "storm_id": "31610",
      "lat": 37.041,
      "lon": -77.839,
      "motion_east": 8.5,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0134,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2654.0,
      "ebshear": 28.0,
      "srh01": 129.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9749
        },
        {
          "name": "alignment",
          "value": 4.907
        },
        {
          "name": "tau",
          "value": 3.2913
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5753
      },
      "coherence_score": 3.291320562362671,
      "coherence_diagnostics": {
        "tau": 3.291320562362671,
        "grad_tau": 0.525241494178772,
        "torsion": 0.0,
        "alignment": 4.906970977783203,
        "S_field": 1.198537826538086,
        "Gamma_field": 0.19427327811717987,
        "S_over_Gamma": 6.169339656829834,
        "Da": 12.036283493041992,
        "E_coh": 0.8986015915870667,
        "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": [
          [
            [
              -77.87,
              37.08
            ],
            [
              -77.8,
              37.08
            ],
            [
              -77.79,
              37.07
            ],
            [
              -77.79,
              37.01
            ],
            [
              -77.8,
              37.0
            ],
            [
              -77.85,
              37.0
            ],
            [
              -77.86,
              37.01
            ],
            [
              -77.88,
              37.01
            ],
            [
              -77.88,
              37.07
            ],
            [
              -77.87,
              37.08
            ]
          ]
        ]
      },
      "raw_probability": 0.5753,
      "confidence_lo": 0.0118,
      "confidence_hi": 0.0134,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "81cde05b1b28decf586f9f696c6ac796d586338bb588241a360d92a14b9962cb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5753,
        "probability": 0.013401,
        "confidence_lo": 0.01182,
        "confidence_hi": 0.013423,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ac33d6fe77e9a15bdd8d8993d6acea544ada8f8a76e0e7896a24ab9bed9c133"
      },
      "receipt_sha256": "2ac33d6fe77e9a15bdd8d8993d6acea544ada8f8a76e0e7896a24ab9bed9c133"
    },
    {
      "storm_id": "31707",
      "lat": 37.208,
      "lon": -77.608,
      "motion_east": 9.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0134,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2562.0,
      "ebshear": 26.0,
      "srh01": 124.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9749
        },
        {
          "name": "alignment",
          "value": 4.907
        },
        {
          "name": "tau",
          "value": 3.2913
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5753
      },
      "coherence_score": 3.291320562362671,
      "coherence_diagnostics": {
        "tau": 3.291320562362671,
        "grad_tau": 0.525241494178772,
        "torsion": 0.0,
        "alignment": 4.906970977783203,
        "S_field": 1.198537826538086,
        "Gamma_field": 0.19427327811717987,
        "S_over_Gamma": 6.169339656829834,
        "Da": 12.036283493041992,
        "E_coh": 0.8986015915870667,
        "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": [
          [
            [
              -77.63,
              37.24
            ],
            [
              -77.58,
              37.24
            ],
            [
              -77.57,
              37.23
            ],
            [
              -77.57,
              37.18
            ],
            [
              -77.58,
              37.17
            ],
            [
              -77.62,
              37.17
            ],
            [
              -77.63,
              37.18
            ],
            [
              -77.63,
              37.21
            ],
            [
              -77.64,
              37.22
            ],
            [
              -77.63,
              37.24
            ]
          ]
        ]
      },
      "raw_probability": 0.5753,
      "confidence_lo": 0.0118,
      "confidence_hi": 0.0134,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "81cde05b1b28decf586f9f696c6ac796d586338bb588241a360d92a14b9962cb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5753,
        "probability": 0.013401,
        "confidence_lo": 0.01182,
        "confidence_hi": 0.013423,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ac33d6fe77e9a15bdd8d8993d6acea544ada8f8a76e0e7896a24ab9bed9c133"
      },
      "receipt_sha256": "2ac33d6fe77e9a15bdd8d8993d6acea544ada8f8a76e0e7896a24ab9bed9c133"
    },
    {
      "storm_id": "31768",
      "lat": 42.3735,
      "lon": -76.8412,
      "motion_east": 10.0,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0087,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1058.0,
      "ebshear": 34.0,
      "srh01": 80.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4749
        },
        {
          "name": "alignment",
          "value": -5.6491
        },
        {
          "name": "tau",
          "value": 1.5716
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5676
      },
      "coherence_score": 1.5715889930725098,
      "coherence_diagnostics": {
        "tau": 1.5715889930725098,
        "grad_tau": 0.3844981789588928,
        "torsion": 0.0,
        "alignment": -5.6490583419799805,
        "S_field": 0.5806576609611511,
        "Gamma_field": 0.9551066756248474,
        "S_over_Gamma": 0.6079505681991577,
        "Da": 58.61134719848633,
        "E_coh": 0.44391122460365295,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.79,
              42.45
            ],
            [
              -76.74,
              42.45
            ],
            [
              -76.74,
              42.4
            ],
            [
              -76.76,
              42.38
            ],
            [
              -76.82,
              42.38
            ],
            [
              -76.84,
              42.37
            ],
            [
              -76.87,
              42.33
            ],
            [
              -76.87,
              42.31
            ],
            [
              -76.88,
              42.3
            ],
            [
              -76.92,
              42.3
            ],
            [
              -76.93,
              42.31
            ],
            [
              -76.93,
              42.36
            ],
            [
              -76.91,
              42.37
            ],
            [
              -76.85,
              42.37
            ],
            [
              -76.83,
              42.39
            ],
            [
              -76.83,
              42.43
            ],
            [
              -76.79,
              42.45
            ]
          ]
        ]
      },
      "raw_probability": 0.5676,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0087,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6d3642c86f8d8a8b121c28a40e83fb0d57e4617fdcbe8006a26343eeba354990",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5676,
        "probability": 0.00868,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.008696,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d6cfb39df4cebb4565501dd5b36196f6c43e74c144d0253e108f2378b8ba859"
      },
      "receipt_sha256": "1d6cfb39df4cebb4565501dd5b36196f6c43e74c144d0253e108f2378b8ba859"
    },
    {
      "storm_id": "31415",
      "lat": 44.46,
      "lon": -78.6633,
      "motion_east": 4.7,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0074,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1421.0,
      "ebshear": 35.0,
      "srh01": 196.0,
      "maxllaz": 0.003,
      "mesh": 0.47,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 196.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5999
        },
        {
          "name": "alignment",
          "value": -11.3406
        },
        {
          "name": "tau",
          "value": 2.1041
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5663
      },
      "coherence_score": 2.104095935821533,
      "coherence_diagnostics": {
        "tau": 2.104095935821533,
        "grad_tau": 0.2642691433429718,
        "torsion": 0.0,
        "alignment": -11.340566635131836,
        "S_field": 0.7150142788887024,
        "Gamma_field": 0.1626066118478775,
        "S_over_Gamma": 4.397202968597412,
        "Da": 9.485115051269531,
        "E_coh": 0.5147473216056824,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.66,
              44.5
            ],
            [
              -78.63,
              44.5
            ],
            [
              -78.63,
              44.44
            ],
            [
              -78.64,
              44.43
            ],
            [
              -78.67,
              44.43
            ],
            [
              -78.68,
              44.42
            ],
            [
              -78.7,
              44.44
            ],
            [
              -78.7,
              44.48
            ],
            [
              -78.66,
              44.5
            ]
          ]
        ]
      },
      "raw_probability": 0.5663,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0074,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d49ab309780cee4da1473996df6d3e157818fced0e3c236078a6cc5632631231",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5663,
        "probability": 0.007385,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.007389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74398ff74d711d2356aa0791d850140955656b4fed6ea349f61f7b3b79b87112"
      },
      "receipt_sha256": "74398ff74d711d2356aa0791d850140955656b4fed6ea349f61f7b3b79b87112"
    },
    {
      "storm_id": "31756",
      "lat": 44.6871,
      "lon": -78.9086,
      "motion_east": 4.1,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0074,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1527.0,
      "ebshear": 32.0,
      "srh01": 162.0,
      "maxllaz": 0.002,
      "mesh": 0.47,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5999
        },
        {
          "name": "alignment",
          "value": -11.3406
        },
        {
          "name": "tau",
          "value": 2.1041
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5663
      },
      "coherence_score": 2.104095935821533,
      "coherence_diagnostics": {
        "tau": 2.104095935821533,
        "grad_tau": 0.2642691433429718,
        "torsion": 0.0,
        "alignment": -11.340566635131836,
        "S_field": 0.7150142788887024,
        "Gamma_field": 0.1626066118478775,
        "S_over_Gamma": 4.397202968597412,
        "Da": 9.485115051269531,
        "E_coh": 0.5147473216056824,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.91,
              44.72
            ],
            [
              -78.88,
              44.71
            ],
            [
              -78.88,
              44.66
            ],
            [
              -78.9,
              44.64
            ],
            [
              -78.94,
              44.66
            ],
            [
              -78.94,
              44.7
            ],
            [
              -78.91,
              44.72
            ]
          ]
        ]
      },
      "raw_probability": 0.5663,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0074,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d49ab309780cee4da1473996df6d3e157818fced0e3c236078a6cc5632631231",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5663,
        "probability": 0.007385,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.007389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74398ff74d711d2356aa0791d850140955656b4fed6ea349f61f7b3b79b87112"
      },
      "receipt_sha256": "74398ff74d711d2356aa0791d850140955656b4fed6ea349f61f7b3b79b87112"
    },
    {
      "storm_id": "31522",
      "lat": 41.7067,
      "lon": -77.1789,
      "motion_east": 10.0,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1421.0,
      "ebshear": 36.0,
      "srh01": 103.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8499
        },
        {
          "name": "alignment",
          "value": 11.5153
        },
        {
          "name": "tau",
          "value": 1.919
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5599
      },
      "coherence_score": 1.9190027713775635,
      "coherence_diagnostics": {
        "tau": 1.9190027713775635,
        "grad_tau": 0.3012683093547821,
        "torsion": 0.0,
        "alignment": 11.51525592803955,
        "S_field": 1.1217659711837769,
        "Gamma_field": 0.6667733192443848,
        "S_over_Gamma": 1.6823798418045044,
        "Da": 38.22060012817383,
        "E_coh": 0.5955544114112854,
        "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": [
          [
            [
              -77.19,
              41.74
            ],
            [
              -77.15,
              41.74
            ],
            [
              -77.14,
              41.73
            ],
            [
              -77.14,
              41.69
            ],
            [
              -77.16,
              41.66
            ],
            [
              -77.2,
              41.66
            ],
            [
              -77.22,
              41.68
            ],
            [
              -77.22,
              41.72
            ],
            [
              -77.19,
              41.74
            ]
          ]
        ]
      },
      "raw_probability": 0.5599,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "aa8842d15051ea7663460696e969760614f34450c0ad4fd7f935369b5ea1d51a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5599,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d004a041ebe2d504dc1ca65b81628b8d3413ef48ca9b73d0806877a132179ba"
      },
      "receipt_sha256": "8d004a041ebe2d504dc1ca65b81628b8d3413ef48ca9b73d0806877a132179ba"
    },
    {
      "storm_id": "31547",
      "lat": 41.3378,
      "lon": -78.02,
      "motion_east": 8.2,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1429.0,
      "ebshear": 42.0,
      "srh01": 127.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8499
        },
        {
          "name": "alignment",
          "value": 0.6792
        },
        {
          "name": "tau",
          "value": 1.3515
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5599
      },
      "coherence_score": 1.3514657020568848,
      "coherence_diagnostics": {
        "tau": 1.3514657020568848,
        "grad_tau": 0.5755727291107178,
        "torsion": 0.0,
        "alignment": 0.6791877746582031,
        "S_field": 0.627166748046875,
        "Gamma_field": 3.1826064586639404,
        "S_over_Gamma": 0.1970607340335846,
        "Da": 182.1147003173828,
        "E_coh": 0.22478237748146057,
        "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": [
          [
            [
              -78.02,
              41.38
            ],
            [
              -77.98,
              41.38
            ],
            [
              -77.97,
              41.37
            ],
            [
              -77.98,
              41.31
            ],
            [
              -78.01,
              41.29
            ],
            [
              -78.06,
              41.29
            ],
            [
              -78.07,
              41.3
            ],
            [
              -78.07,
              41.34
            ],
            [
              -78.02,
              41.38
            ]
          ]
        ]
      },
      "raw_probability": 0.5599,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "aa8842d15051ea7663460696e969760614f34450c0ad4fd7f935369b5ea1d51a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5599,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d004a041ebe2d504dc1ca65b81628b8d3413ef48ca9b73d0806877a132179ba"
      },
      "receipt_sha256": "8d004a041ebe2d504dc1ca65b81628b8d3413ef48ca9b73d0806877a132179ba"
    },
    {
      "storm_id": "31726",
      "lat": 42.0138,
      "lon": -77.8312,
      "motion_east": 8.5,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1025.0,
      "ebshear": 36.0,
      "srh01": 128.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8499
        },
        {
          "name": "alignment",
          "value": 11.5153
        },
        {
          "name": "tau",
          "value": 1.919
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5599
      },
      "coherence_score": 1.9190027713775635,
      "coherence_diagnostics": {
        "tau": 1.9190027713775635,
        "grad_tau": 0.3012683093547821,
        "torsion": 0.0,
        "alignment": 11.51525592803955,
        "S_field": 1.1217659711837769,
        "Gamma_field": 0.6667733192443848,
        "S_over_Gamma": 1.6823798418045044,
        "Da": 38.22060012817383,
        "E_coh": 0.5955544114112854,
        "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": [
          [
            [
              -77.86,
              42.04
            ],
            [
              -77.81,
              42.04
            ],
            [
              -77.8,
              42.03
            ],
            [
              -77.8,
              41.99
            ],
            [
              -77.81,
              41.98
            ],
            [
              -77.85,
              41.99
            ],
            [
              -77.86,
              42.0
            ],
            [
              -77.86,
              42.04
            ]
          ]
        ]
      },
      "raw_probability": 0.5599,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "aa8842d15051ea7663460696e969760614f34450c0ad4fd7f935369b5ea1d51a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5599,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d004a041ebe2d504dc1ca65b81628b8d3413ef48ca9b73d0806877a132179ba"
      },
      "receipt_sha256": "8d004a041ebe2d504dc1ca65b81628b8d3413ef48ca9b73d0806877a132179ba"
    },
    {
      "storm_id": "31433",
      "lat": 41.3871,
      "lon": -78.7171,
      "motion_east": 11.9,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1059.0,
      "ebshear": 39.0,
      "srh01": 165.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 165.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8499
        },
        {
          "name": "alignment",
          "value": 0.6792
        },
        {
          "name": "tau",
          "value": 1.3515
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.559
      },
      "coherence_score": 1.3514657020568848,
      "coherence_diagnostics": {
        "tau": 1.3514657020568848,
        "grad_tau": 0.5755727291107178,
        "torsion": 0.0,
        "alignment": 0.6791877746582031,
        "S_field": 0.627166748046875,
        "Gamma_field": 3.1826064586639404,
        "S_over_Gamma": 0.1970607340335846,
        "Da": 182.1147003173828,
        "E_coh": 0.22478237748146057,
        "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": [
          [
            [
              -78.71,
              41.63
            ],
            [
              -78.67,
              41.62
            ],
            [
              -78.63,
              41.58
            ],
            [
              -78.6,
              41.52
            ],
            [
              -78.6,
              41.4
            ],
            [
              -78.61,
              41.39
            ],
            [
              -78.61,
              41.35
            ],
            [
              -78.59,
              41.32
            ],
            [
              -78.59,
              41.27
            ],
            [
              -78.61,
              41.25
            ],
            [
              -78.63,
              41.25
            ],
            [
              -78.64,
              41.24
            ],
            [
              -78.68,
              41.24
            ],
            [
              -78.69,
              41.23
            ],
            [
              -78.73,
              41.23
            ],
            [
              -78.74,
              41.24
            ],
            [
              -78.78,
              41.24
            ],
            [
              -78.79,
              41.25
            ],
            [
              -78.81,
              41.25
            ],
            [
              -78.83,
              41.26
            ],
            [
              -78.85,
              41.29
            ],
            [
              -78.85,
              41.33
            ],
            [
              -78.83,
              41.35
            ],
            [
              -78.82,
              41.38
            ],
            [
              -78.77,
              41.45
            ],
            [
              -78.78,
              41.49
            ],
            [
              -78.8,
              41.52
            ],
            [
              -78.8,
              41.57
            ],
            [
              -78.76,
              41.61
            ],
            [
              -78.72,
              41.62
            ],
            [
              -78.71,
              41.63
            ]
          ]
        ]
      },
      "raw_probability": 0.559,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "94c837755494b5093d6a1a901769176af1945b6ac8e94df0dd2a76dcaad8c0f0",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.559,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb81f3d1ae3cf55924446f19621531f4b9e6b4c93945e7dc77dfd5dae6486361"
      },
      "receipt_sha256": "fb81f3d1ae3cf55924446f19621531f4b9e6b4c93945e7dc77dfd5dae6486361"
    },
    {
      "storm_id": "31790",
      "lat": 41.456,
      "lon": -78.47,
      "motion_east": 11.8,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1054.0,
      "ebshear": 35.0,
      "srh01": 152.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 152.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8499
        },
        {
          "name": "alignment",
          "value": 0.6792
        },
        {
          "name": "tau",
          "value": 1.3515
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.559
      },
      "coherence_score": 1.3514657020568848,
      "coherence_diagnostics": {
        "tau": 1.3514657020568848,
        "grad_tau": 0.5755727291107178,
        "torsion": 0.0,
        "alignment": 0.6791877746582031,
        "S_field": 0.627166748046875,
        "Gamma_field": 3.1826064586639404,
        "S_over_Gamma": 0.1970607340335846,
        "Da": 182.1147003173828,
        "E_coh": 0.22478237748146057,
        "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": [
          [
            [
              -78.46,
              41.49
            ],
            [
              -78.43,
              41.48
            ],
            [
              -78.43,
              41.43
            ],
            [
              -78.45,
              41.41
            ],
            [
              -78.49,
              41.41
            ],
            [
              -78.51,
              41.43
            ],
            [
              -78.51,
              41.46
            ],
            [
              -78.49,
              41.48
            ],
            [
              -78.47,
              41.48
            ],
            [
              -78.46,
              41.49
            ]
          ]
        ]
      },
      "raw_probability": 0.559,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "94c837755494b5093d6a1a901769176af1945b6ac8e94df0dd2a76dcaad8c0f0",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.559,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb81f3d1ae3cf55924446f19621531f4b9e6b4c93945e7dc77dfd5dae6486361"
      },
      "receipt_sha256": "fb81f3d1ae3cf55924446f19621531f4b9e6b4c93945e7dc77dfd5dae6486361"
    },
    {
      "storm_id": "30554",
      "lat": 29.9892,
      "lon": -83.2262,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2426.0,
      "ebshear": 22.0,
      "srh01": 112.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 66.4749
        },
        {
          "name": "alignment",
          "value": 1.908
        },
        {
          "name": "tau",
          "value": 2.9762
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5585
      },
      "coherence_score": 2.9762377738952637,
      "coherence_diagnostics": {
        "tau": 2.9762377738952637,
        "grad_tau": 0.14086255431175232,
        "torsion": 0.0,
        "alignment": 1.9079705476760864,
        "S_field": 0.7048378586769104,
        "Gamma_field": 0.20343993604183197,
        "S_over_Gamma": 3.464599370956421,
        "Da": 12.57087230682373,
        "E_coh": 0.9448146820068359,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.26,
              30.04
            ],
            [
              -83.21,
              30.04
            ],
            [
              -83.2,
              30.03
            ],
            [
              -83.18,
              30.03
            ],
            [
              -83.15,
              30.0
            ],
            [
              -83.15,
              29.96
            ],
            [
              -83.18,
              29.94
            ],
            [
              -83.23,
              29.94
            ],
            [
              -83.24,
              29.93
            ],
            [
              -83.28,
              29.94
            ],
            [
              -83.3,
              29.96
            ],
            [
              -83.3,
              30.01
            ],
            [
              -83.26,
              30.04
            ]
          ]
        ]
      },
      "raw_probability": 0.5585,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0d8b6f1fc9da2140a9f88be43eb05dc7b565e4bf0c53f3f814302f89655d4cbf",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5585,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cb21bdc2a8a420472470a98a3496adbeae363f8bf3f6a70de769bd11cfe92a85"
      },
      "receipt_sha256": "cb21bdc2a8a420472470a98a3496adbeae363f8bf3f6a70de769bd11cfe92a85"
    },
    {
      "storm_id": "31742",
      "lat": 30.0473,
      "lon": -83.3855,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2272.0,
      "ebshear": 21.0,
      "srh01": 83.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.8499
        },
        {
          "name": "alignment",
          "value": -2.1022
        },
        {
          "name": "tau",
          "value": 2.7872
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5553
      },
      "coherence_score": 2.787203311920166,
      "coherence_diagnostics": {
        "tau": 2.787203311920166,
        "grad_tau": 0.31153184175491333,
        "torsion": 0.0,
        "alignment": -2.1021568775177,
        "S_field": 0.6792277097702026,
        "Gamma_field": 0.19677327573299408,
        "S_over_Gamma": 3.451828956604004,
        "Da": 12.0258150100708,
        "E_coh": 0.852080225944519,
        "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": [
          [
            [
              -83.4,
              30.08
            ],
            [
              -83.38,
              30.07
            ],
            [
              -83.37,
              30.08
            ],
            [
              -83.36,
              30.07
            ],
            [
              -83.35,
              30.05
            ],
            [
              -83.35,
              30.01
            ],
            [
              -83.37,
              30.0
            ],
            [
              -83.4,
              30.0
            ],
            [
              -83.43,
              30.02
            ],
            [
              -83.43,
              30.06
            ],
            [
              -83.4,
              30.08
            ]
          ]
        ]
      },
      "raw_probability": 0.5553,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "175150bf01ed328828d841457c242db99dc944badafe339baa90a87fbe58051d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5553,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c3e70cba42e5f03f6cbc7615a9e29540a45cb9114bfd30d980eca8a30cbb733a"
      },
      "receipt_sha256": "c3e70cba42e5f03f6cbc7615a9e29540a45cb9114bfd30d980eca8a30cbb733a"
    },
    {
      "storm_id": "31593",
      "lat": 44.494,
      "lon": -77.6727,
      "motion_east": 6.2,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1306.0,
      "ebshear": 41.0,
      "srh01": 183.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 183.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4749
        },
        {
          "name": "alignment",
          "value": -9.5926
        },
        {
          "name": "tau",
          "value": 1.7345
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5548
      },
      "coherence_score": 1.7344658374786377,
      "coherence_diagnostics": {
        "tau": 1.7344658374786377,
        "grad_tau": 0.4124394655227661,
        "torsion": 0.0,
        "alignment": -9.592562675476074,
        "S_field": 0.41485583782196045,
        "Gamma_field": 0.361773282289505,
        "S_over_Gamma": 1.146728754043579,
        "Da": 21.612882614135742,
        "E_coh": 0.33111119270324707,
        "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": [
          [
            [
              -77.7,
              44.53
            ],
            [
              -77.63,
              44.53
            ],
            [
              -77.62,
              44.52
            ],
            [
              -77.57,
              44.52
            ],
            [
              -77.56,
              44.51
            ],
            [
              -77.62,
              44.45
            ],
            [
              -77.64,
              44.45
            ],
            [
              -77.65,
              44.46
            ],
            [
              -77.67,
              44.45
            ],
            [
              -77.75,
              44.45
            ],
            [
              -77.76,
              44.46
            ],
            [
              -77.76,
              44.51
            ],
            [
              -77.75,
              44.52
            ],
            [
              -77.71,
              44.52
            ],
            [
              -77.7,
              44.53
            ]
          ]
        ]
      },
      "raw_probability": 0.5548,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "3692b685914fb73faa8a5f090332ab6ee8ffb9d4ae18412efff4df9707c856f6",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5548,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5579ee4c6bbef353461bd2e3a0c929ea282e344dd007ebd9efedee11a5c06a79"
      },
      "receipt_sha256": "5579ee4c6bbef353461bd2e3a0c929ea282e344dd007ebd9efedee11a5c06a79"
    },
    {
      "storm_id": "31774",
      "lat": 36.66,
      "lon": -84.352,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3222.0,
      "ebshear": 27.0,
      "srh01": 61.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9749
        },
        {
          "name": "alignment",
          "value": 3.2269
        },
        {
          "name": "tau",
          "value": 3.8656
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5526
      },
      "coherence_score": 3.8656320571899414,
      "coherence_diagnostics": {
        "tau": 3.8656320571899414,
        "grad_tau": 0.05961224064230919,
        "torsion": 0.0,
        "alignment": 3.2268760204315186,
        "S_field": 1.4117741584777832,
        "Gamma_field": 0.23760659992694855,
        "S_over_Gamma": 5.941645622253418,
        "Da": 15.311399459838867,
        "E_coh": 0.8764023780822754,
        "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": [
          [
            [
              -84.39,
              36.71
            ],
            [
              -84.31,
              36.67
            ],
            [
              -84.3,
              36.65
            ],
            [
              -84.31,
              36.64
            ],
            [
              -84.31,
              36.61
            ],
            [
              -84.36,
              36.61
            ],
            [
              -84.38,
              36.63
            ],
            [
              -84.38,
              36.68
            ],
            [
              -84.39,
              36.69
            ],
            [
              -84.39,
              36.71
            ]
          ]
        ]
      },
      "raw_probability": 0.5526,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "597598fd1d4276f8e0887b60c99a74496e68f8267d2fc5742991e8237e28cfa6",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5526,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3118f678539add6b248406d02427412edde6effc8604810f0da27c4ef3e69aab"
      },
      "receipt_sha256": "3118f678539add6b248406d02427412edde6effc8604810f0da27c4ef3e69aab"
    },
    {
      "storm_id": "30961",
      "lat": 29.7655,
      "lon": -83.1827,
      "motion_east": 2.4,
      "motion_south": -9.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2627.0,
      "ebshear": 21.0,
      "srh01": 105.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 66.4749
        },
        {
          "name": "alignment",
          "value": 1.908
        },
        {
          "name": "tau",
          "value": 2.9762
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.543
      },
      "coherence_score": 2.9762377738952637,
      "coherence_diagnostics": {
        "tau": 2.9762377738952637,
        "grad_tau": 0.14086255431175232,
        "torsion": 0.0,
        "alignment": 1.9079705476760864,
        "S_field": 0.7048378586769104,
        "Gamma_field": 0.20343993604183197,
        "S_over_Gamma": 3.464599370956421,
        "Da": 12.57087230682373,
        "E_coh": 0.9448146820068359,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.23,
              29.82
            ],
            [
              -83.2,
              29.82
            ],
            [
              -83.18,
              29.8
            ],
            [
              -83.12,
              29.77
            ],
            [
              -83.1,
              29.77
            ],
            [
              -83.11,
              29.72
            ],
            [
              -83.14,
              29.69
            ],
            [
              -83.2,
              29.68
            ],
            [
              -83.25,
              29.73
            ],
            [
              -83.25,
              29.8
            ],
            [
              -83.23,
              29.82
            ]
          ]
        ]
      },
      "raw_probability": 0.543,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "581d15b1668aba4487cb71077a1c833fd70fed7ebfef0b3f33da684743dece2c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.543,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29b98501437941810ac927c652a72b03de4e68c9cd107d2babb6dc9d6c3830a5"
      },
      "receipt_sha256": "29b98501437941810ac927c652a72b03de4e68c9cd107d2babb6dc9d6c3830a5"
    },
    {
      "storm_id": "31744",
      "lat": 28.3633,
      "lon": -86.5089,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1923.0,
      "ebshear": 24.0,
      "srh01": 68.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8499
        },
        {
          "name": "alignment",
          "value": -0.7096
        },
        {
          "name": "tau",
          "value": 2.1964
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5371
      },
      "coherence_score": 2.1964001655578613,
      "coherence_diagnostics": {
        "tau": 2.1964001655578613,
        "grad_tau": 0.5196655988693237,
        "torsion": 0.0,
        "alignment": -0.7095610499382019,
        "S_field": 0.6722968816757202,
        "Gamma_field": 0.25177329778671265,
        "S_over_Gamma": 2.6702468395233154,
        "Da": 16.682064056396484,
        "E_coh": 0.8860960006713867,
        "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": [
          [
            [
              -86.52,
              28.4
            ],
            [
              -86.48,
              28.4
            ],
            [
              -86.46,
              28.38
            ],
            [
              -86.46,
              28.34
            ],
            [
              -86.48,
              28.32
            ],
            [
              -86.54,
              28.32
            ],
            [
              -86.56,
              28.33
            ],
            [
              -86.56,
              28.38
            ],
            [
              -86.52,
              28.4
            ]
          ]
        ]
      },
      "raw_probability": 0.5371,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "343673bca38bd0a56e70f6b50e44ee86ee7f50c93117882dedcae970dc6bd1b3",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5371,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "581f024dcb6317297aba7551970ebe94342daea964b7c13327f610ba0cae5e18"
      },
      "receipt_sha256": "581f024dcb6317297aba7551970ebe94342daea964b7c13327f610ba0cae5e18"
    },
    {
      "storm_id": "31591",
      "lat": 44.8439,
      "lon": -76.8144,
      "motion_east": 6.1,
      "motion_south": -7.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 807.0,
      "ebshear": 34.0,
      "srh01": 251.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 251.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5999
        },
        {
          "name": "alignment",
          "value": -3.7049
        },
        {
          "name": "tau",
          "value": 1.3261
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5307
      },
      "coherence_score": 1.326053500175476,
      "coherence_diagnostics": {
        "tau": 1.326053500175476,
        "grad_tau": 0.2719813883304596,
        "torsion": 0.0,
        "alignment": -3.7049007415771484,
        "S_field": 0.3804458677768707,
        "Gamma_field": 0.8684399724006653,
        "S_over_Gamma": 0.4380796253681183,
        "Da": 52.86034393310547,
        "E_coh": 0.3171268701553345,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.91,
              44.9
            ],
            [
              -76.89,
              44.9
            ],
            [
              -76.88,
              44.89
            ],
            [
              -76.87,
              44.9
            ],
            [
              -76.85,
              44.9
            ],
            [
              -76.82,
              44.87
            ],
            [
              -76.73,
              44.87
            ],
            [
              -76.69,
              44.85
            ],
            [
              -76.67,
              44.83
            ],
            [
              -76.67,
              44.79
            ],
            [
              -76.69,
              44.78
            ],
            [
              -76.72,
              44.78
            ],
            [
              -76.73,
              44.77
            ],
            [
              -76.87,
              44.77
            ],
            [
              -76.91,
              44.8
            ],
            [
              -76.92,
              44.84
            ],
            [
              -76.93,
              44.85
            ],
            [
              -76.91,
              44.9
            ]
          ]
        ]
      },
      "raw_probability": 0.5307,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "3ed12943f8c76b3387779f47fbc3d6423666a83dbddb53be1f582b130acea5d9",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5307,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28c1d598a61971b34a897be5c5321f11c866e21f22252daaa66f164148bf294b"
      },
      "receipt_sha256": "28c1d598a61971b34a897be5c5321f11c866e21f22252daaa66f164148bf294b"
    },
    {
      "storm_id": "31586",
      "lat": 28.2228,
      "lon": -82.3083,
      "motion_east": 0.0,
      "motion_south": -12.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3045.0,
      "ebshear": 15.0,
      "srh01": 76.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.8499
        },
        {
          "name": "alignment",
          "value": -0.5218
        },
        {
          "name": "tau",
          "value": 2.488
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5241
      },
      "coherence_score": 2.4880032539367676,
      "coherence_diagnostics": {
        "tau": 2.4880032539367676,
        "grad_tau": 0.4971313178539276,
        "torsion": 0.0,
        "alignment": -0.521816074848175,
        "S_field": 0.5565484762191772,
        "Gamma_field": 0.19343994557857513,
        "S_over_Gamma": 2.87711238861084,
        "Da": 11.155083656311035,
        "E_coh": 0.8173790574073792,
        "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": [
          [
            [
              -82.4,
              28.33
            ],
            [
              -82.3,
              28.3
            ],
            [
              -82.24,
              28.24
            ],
            [
              -82.23,
              28.24
            ],
            [
              -82.22,
              28.2
            ],
            [
              -82.21,
              28.19
            ],
            [
              -82.21,
              28.16
            ],
            [
              -82.22,
              28.14
            ],
            [
              -82.24,
              28.14
            ],
            [
              -82.26,
              28.16
            ],
            [
              -82.3,
              28.16
            ],
            [
              -82.33,
              28.19
            ],
            [
              -82.37,
              28.21
            ],
            [
              -82.4,
              28.21
            ],
            [
              -82.41,
              28.22
            ],
            [
              -82.41,
              28.29
            ],
            [
              -82.4,
              28.3
            ],
            [
              -82.4,
              28.33
            ]
          ]
        ]
      },
      "raw_probability": 0.5241,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "15fe1ea21e25343e7f15c4068691b6ea479d1f8c9742d0c47e8bb57eced983ed",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5241,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dee8bd327c964027fe4b21f9cf0c5e78f88944ea9ab79de1aa7e167dba0923e9"
      },
      "receipt_sha256": "dee8bd327c964027fe4b21f9cf0c5e78f88944ea9ab79de1aa7e167dba0923e9"
    },
    {
      "storm_id": "31003",
      "lat": 37.3022,
      "lon": -77.3452,
      "motion_east": 10.4,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2717.0,
      "ebshear": 25.0,
      "srh01": 135.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3499
        },
        {
          "name": "alignment",
          "value": -2.1733
        },
        {
          "name": "tau",
          "value": 3.6483
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5178
      },
      "coherence_score": 3.6483373641967773,
      "coherence_diagnostics": {
        "tau": 3.6483373641967773,
        "grad_tau": 0.2604980170726776,
        "torsion": 0.0,
        "alignment": -2.1733450889587402,
        "S_field": 0.868593692779541,
        "Gamma_field": 0.1784399449825287,
        "S_over_Gamma": 4.867708683013916,
        "Da": 10.781919479370117,
        "E_coh": 0.7928312420845032,
        "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": [
          [
            [
              -77.37,
              37.4
            ],
            [
              -77.33,
              37.4
            ],
            [
              -77.29,
              37.38
            ],
            [
              -77.29,
              37.37
            ],
            [
              -77.25,
              37.34
            ],
            [
              -77.25,
              37.32
            ],
            [
              -77.23,
              37.3
            ],
            [
              -77.24,
              37.28
            ],
            [
              -77.27,
              37.28
            ],
            [
              -77.28,
              37.27
            ],
            [
              -77.33,
              37.27
            ],
            [
              -77.35,
              37.25
            ],
            [
              -77.35,
              37.23
            ],
            [
              -77.36,
              37.22
            ],
            [
              -77.4,
              37.21
            ],
            [
              -77.43,
              37.23
            ],
            [
              -77.43,
              37.26
            ],
            [
              -77.42,
              37.27
            ],
            [
              -77.43,
              37.28
            ],
            [
              -77.43,
              37.31
            ],
            [
              -77.42,
              37.32
            ],
            [
              -77.42,
              37.36
            ],
            [
              -77.37,
              37.4
            ]
          ]
        ]
      },
      "raw_probability": 0.5178,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "2a01c84085214a96661e6d62593306defc2c860b55a35cdef446e830962a00fc",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5178,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5962f963e3f5721d39fc43a63854a86c582f98387d2c9ab733a5f601d24d3b2f"
      },
      "receipt_sha256": "5962f963e3f5721d39fc43a63854a86c582f98387d2c9ab733a5f601d24d3b2f"
    },
    {
      "storm_id": "31660",
      "lat": 28.3244,
      "lon": -86.2967,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1982.0,
      "ebshear": 30.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.5999
        },
        {
          "name": "alignment",
          "value": -2.2709
        },
        {
          "name": "tau",
          "value": 2.554
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5095
      },
      "coherence_score": 2.553961753845215,
      "coherence_diagnostics": {
        "tau": 2.553961753845215,
        "grad_tau": 0.39246445894241333,
        "torsion": 0.0,
        "alignment": -2.270925998687744,
        "S_field": 0.926556408405304,
        "Gamma_field": 0.1767732799053192,
        "S_over_Gamma": 5.241495609283447,
        "Da": 11.504792213439941,
        "E_coh": 0.9167075753211975,
        "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": [
          [
            [
              -86.31,
              28.36
            ],
            [
              -86.28,
              28.36
            ],
            [
              -86.26,
              28.34
            ],
            [
              -86.26,
              28.3
            ],
            [
              -86.28,
              28.28
            ],
            [
              -86.31,
              28.28
            ],
            [
              -86.33,
              28.3
            ],
            [
              -86.33,
              28.34
            ],
            [
              -86.31,
              28.36
            ]
          ]
        ]
      },
      "raw_probability": 0.5095,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "1f0a0e3bcf68f0db6acf0485b7658b0a80d73e7ecbdab5acf05df9c8d7fbf82a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5095,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "718803c080c6ff28151c64e28eb0cca497748a49ce1434f2163dee4664a240aa"
      },
      "receipt_sha256": "718803c080c6ff28151c64e28eb0cca497748a49ce1434f2163dee4664a240aa"
    },
    {
      "storm_id": "31750",
      "lat": 46.6378,
      "lon": -79.8067,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1634.0,
      "ebshear": 26.0,
      "srh01": 114.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4749
        },
        {
          "name": "alignment",
          "value": -0.9558
        },
        {
          "name": "tau",
          "value": 1.3773
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5009
      },
      "coherence_score": 1.3773438930511475,
      "coherence_diagnostics": {
        "tau": 1.3773438930511475,
        "grad_tau": 0.3423435688018799,
        "torsion": 0.0,
        "alignment": -0.9558122158050537,
        "S_field": 0.3888106942176819,
        "Gamma_field": 0.1534399390220642,
        "S_over_Gamma": 2.5339601039886475,
        "Da": 9.181694030761719,
        "E_coh": 0.34932124614715576,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.83,
              46.67
            ],
            [
              -79.79,
              46.67
            ],
            [
              -79.79,
              46.64
            ],
            [
              -79.77,
              46.61
            ],
            [
              -79.78,
              46.6
            ],
            [
              -79.83,
              46.6
            ],
            [
              -79.82,
              46.62
            ],
            [
              -79.82,
              46.66
            ],
            [
              -79.83,
              46.67
            ]
          ]
        ]
      },
      "raw_probability": 0.5009,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "5a68cb17049189c7dc258072f8e93b1230741faf4143da0d43a61cdea890f273",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.5009,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db168dd4ae1c694dbc6a2da7e6f42ea53398d5c2c9e5e44e7fe7ccc84d410557"
      },
      "receipt_sha256": "db168dd4ae1c694dbc6a2da7e6f42ea53398d5c2c9e5e44e7fe7ccc84d410557"
    },
    {
      "storm_id": "30805",
      "lat": 34.8018,
      "lon": -74.6455,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2818.0,
      "ebshear": 22.0,
      "srh01": 68.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2249
        },
        {
          "name": "alignment",
          "value": 3.0245
        },
        {
          "name": "tau",
          "value": 5.2577
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4997
      },
      "coherence_score": 5.257656574249268,
      "coherence_diagnostics": {
        "tau": 5.257656574249268,
        "grad_tau": 0.5422970056533813,
        "torsion": 0.0,
        "alignment": 3.024531841278076,
        "S_field": 1.632429838180542,
        "Gamma_field": 0.16177327930927277,
        "S_over_Gamma": 10.090849876403809,
        "Da": 10.768131256103516,
        "E_coh": 0.9351122975349426,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.67,
              34.86
            ],
            [
              -74.66,
              34.86
            ],
            [
              -74.62,
              34.82
            ],
            [
              -74.6,
              34.83
            ],
            [
              -74.6,
              34.77
            ],
            [
              -74.61,
              34.76
            ],
            [
              -74.65,
              34.76
            ],
            [
              -74.67,
              34.75
            ],
            [
              -74.67,
              34.77
            ],
            [
              -74.68,
              34.78
            ],
            [
              -74.67,
              34.86
            ]
          ]
        ]
      },
      "raw_probability": 0.4997,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "87f2a7aac56e8a5f6c79b1a161689e7081bafeeb7d981f3b55e49c38e0ec5364",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4997,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f74a02983bfeb9074277ea1389bef5696e3d02f22ae3ba624e5b5531b5b048c2"
      },
      "receipt_sha256": "f74a02983bfeb9074277ea1389bef5696e3d02f22ae3ba624e5b5531b5b048c2"
    },
    {
      "storm_id": "31765",
      "lat": 43.01,
      "lon": -72.4821,
      "motion_east": 7.3,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 21.0,
      "ebshear": 20.0,
      "srh01": 116.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5999
        },
        {
          "name": "alignment",
          "value": -10.303
        },
        {
          "name": "tau",
          "value": 1.5646
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4916
      },
      "coherence_score": 1.5646369457244873,
      "coherence_diagnostics": {
        "tau": 1.5646369457244873,
        "grad_tau": 0.1706780642271042,
        "torsion": 0.0,
        "alignment": -10.30301284790039,
        "S_field": 0.4800812602043152,
        "Gamma_field": 0.44843995571136475,
        "S_over_Gamma": 1.0705586671829224,
        "Da": 26.955156326293945,
        "E_coh": 0.2290405035018921,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.53,
              43.08
            ],
            [
              -72.51,
              43.08
            ],
            [
              -72.46,
              43.04
            ],
            [
              -72.45,
              43.04
            ],
            [
              -72.44,
              43.01
            ],
            [
              -72.41,
              42.97
            ],
            [
              -72.41,
              42.94
            ],
            [
              -72.44,
              42.94
            ],
            [
              -72.45,
              42.96
            ],
            [
              -72.49,
              42.96
            ],
            [
              -72.51,
              42.97
            ],
            [
              -72.56,
              43.02
            ],
            [
              -72.56,
              43.05
            ],
            [
              -72.53,
              43.08
            ]
          ]
        ]
      },
      "raw_probability": 0.4916,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b772db74b6ce82d027b3564c4765eaebc27337308b40c601d27c241d0cd4d074",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4916,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffb52b322ee13375748a777c062aa5b63d29653dd8ea39a8134861d260c04fbb"
      },
      "receipt_sha256": "ffb52b322ee13375748a777c062aa5b63d29653dd8ea39a8134861d260c04fbb"
    },
    {
      "storm_id": "31283",
      "lat": 48.1556,
      "lon": -79.8633,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 822.0,
      "ebshear": 24.0,
      "srh01": 95.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9749
        },
        {
          "name": "alignment",
          "value": -8.6284
        },
        {
          "name": "tau",
          "value": 0.5969
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4653
      },
      "coherence_score": 0.5968586802482605,
      "coherence_diagnostics": {
        "tau": 0.5968586802482605,
        "grad_tau": 0.509654700756073,
        "torsion": 0.0,
        "alignment": -8.628386497497559,
        "S_field": 0.3241909444332123,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 2.014359712600708,
        "Da": 10.348365783691406,
        "E_coh": 0.5606833696365356,
        "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": [
          [
            [
              -79.88,
              48.18
            ],
            [
              -79.84,
              48.18
            ],
            [
              -79.83,
              48.17
            ],
            [
              -79.83,
              48.15
            ],
            [
              -79.85,
              48.12
            ],
            [
              -79.88,
              48.12
            ],
            [
              -79.89,
              48.13
            ],
            [
              -79.89,
              48.17
            ],
            [
              -79.88,
              48.18
            ]
          ]
        ]
      },
      "raw_probability": 0.4653,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "4b692aceeb9eee17c22851d0a54d5c3625b9afc2957100d36f3506188142e9bc",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4653,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "660923cd3e24c32de71b3fd2562f6b136e96b9cf8159ffd3fe5c519e141ce72f"
      },
      "receipt_sha256": "660923cd3e24c32de71b3fd2562f6b136e96b9cf8159ffd3fe5c519e141ce72f"
    },
    {
      "storm_id": "31783",
      "lat": 48.207,
      "lon": -79.684,
      "motion_east": 7.5,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 859.0,
      "ebshear": 23.0,
      "srh01": 112.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9749
        },
        {
          "name": "alignment",
          "value": -8.6284
        },
        {
          "name": "tau",
          "value": 0.5969
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4653
      },
      "coherence_score": 0.5968586802482605,
      "coherence_diagnostics": {
        "tau": 0.5968586802482605,
        "grad_tau": 0.509654700756073,
        "torsion": 0.0,
        "alignment": -8.628386497497559,
        "S_field": 0.3241909444332123,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 2.014359712600708,
        "Da": 10.348365783691406,
        "E_coh": 0.5606833696365356,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.69,
              48.25
            ],
            [
              -79.66,
              48.25
            ],
            [
              -79.63,
              48.23
            ],
            [
              -79.63,
              48.18
            ],
            [
              -79.67,
              48.15
            ],
            [
              -79.69,
              48.15
            ],
            [
              -79.73,
              48.17
            ],
            [
              -79.73,
              48.21
            ],
            [
              -79.72,
              48.23
            ],
            [
              -79.69,
              48.25
            ]
          ]
        ]
      },
      "raw_probability": 0.4653,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "4b692aceeb9eee17c22851d0a54d5c3625b9afc2957100d36f3506188142e9bc",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4653,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "660923cd3e24c32de71b3fd2562f6b136e96b9cf8159ffd3fe5c519e141ce72f"
      },
      "receipt_sha256": "660923cd3e24c32de71b3fd2562f6b136e96b9cf8159ffd3fe5c519e141ce72f"
    },
    {
      "storm_id": "31478",
      "lat": 42.82,
      "lon": -72.2833,
      "motion_east": 7.2,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 22.0,
      "ebshear": 23.0,
      "srh01": 126.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 126.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7249
        },
        {
          "name": "alignment",
          "value": -9.4087
        },
        {
          "name": "tau",
          "value": 1.6959
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.458
      },
      "coherence_score": 1.6959402561187744,
      "coherence_diagnostics": {
        "tau": 1.6959402561187744,
        "grad_tau": 0.16728083789348602,
        "torsion": 0.0,
        "alignment": -9.408733367919922,
        "S_field": 0.38368263840675354,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.8937321901321411,
        "Da": 12.733637809753418,
        "E_coh": 0.6317774653434753,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.37,
              42.96
            ],
            [
              -72.26,
              42.96
            ],
            [
              -72.16,
              42.88
            ],
            [
              -72.16,
              42.87
            ],
            [
              -72.19,
              42.85
            ],
            [
              -72.18,
              42.84
            ],
            [
              -72.21,
              42.84
            ],
            [
              -72.25,
              42.79
            ],
            [
              -72.23,
              42.76
            ],
            [
              -72.24,
              42.75
            ],
            [
              -72.24,
              42.7
            ],
            [
              -72.23,
              42.69
            ],
            [
              -72.25,
              42.68
            ],
            [
              -72.28,
              42.68
            ],
            [
              -72.31,
              42.71
            ],
            [
              -72.32,
              42.71
            ],
            [
              -72.33,
              42.73
            ],
            [
              -72.33,
              42.78
            ],
            [
              -72.32,
              42.78
            ],
            [
              -72.29,
              42.81
            ],
            [
              -72.29,
              42.83
            ],
            [
              -72.35,
              42.89
            ],
            [
              -72.36,
              42.89
            ],
            [
              -72.37,
              42.91
            ],
            [
              -72.37,
              42.94
            ],
            [
              -72.39,
              42.95
            ],
            [
              -72.37,
              42.96
            ]
          ]
        ]
      },
      "raw_probability": 0.458,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "47e56ea1223d8f545aebfdf004487ce9c8932c7c6fb159898fb7fea9bbc4e2b3",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.458,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83b5756b9142c65cc16f637018c32256760a5680e7ddc8149c84afa227d025ae"
      },
      "receipt_sha256": "83b5756b9142c65cc16f637018c32256760a5680e7ddc8149c84afa227d025ae"
    },
    {
      "storm_id": "31675",
      "lat": 42.5733,
      "lon": -72.17,
      "motion_east": 7.3,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 52.0,
      "ebshear": 24.0,
      "srh01": 117.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7249
        },
        {
          "name": "alignment",
          "value": -9.4087
        },
        {
          "name": "tau",
          "value": 1.6959
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4501
      },
      "coherence_score": 1.6959402561187744,
      "coherence_diagnostics": {
        "tau": 1.6959402561187744,
        "grad_tau": 0.16728083789348602,
        "torsion": 0.0,
        "alignment": -9.408733367919922,
        "S_field": 0.38368263840675354,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.8937321901321411,
        "Da": 12.733637809753418,
        "E_coh": 0.6317774653434753,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.2,
              42.62
            ],
            [
              -72.14,
              42.61
            ],
            [
              -72.14,
              42.58
            ],
            [
              -72.13,
              42.57
            ],
            [
              -72.14,
              42.54
            ],
            [
              -72.16,
              42.53
            ],
            [
              -72.19,
              42.53
            ],
            [
              -72.23,
              42.56
            ],
            [
              -72.2,
              42.62
            ]
          ]
        ]
      },
      "raw_probability": 0.4501,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "40c960c7c57b66b8e866645c5b57f5f1b9ada8c2d9b3f1e48ae44059e489f1ca",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4501,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "758ba9e2db6e8b7ecd002d02c07da3c5650928af72dfb2aa64a150dd30ea3653"
      },
      "receipt_sha256": "758ba9e2db6e8b7ecd002d02c07da3c5650928af72dfb2aa64a150dd30ea3653"
    },
    {
      "storm_id": "31789",
      "lat": 41.9756,
      "lon": -78.0438,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 994.0,
      "ebshear": 38.0,
      "srh01": 133.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2249
        },
        {
          "name": "alignment",
          "value": -1.7478
        },
        {
          "name": "tau",
          "value": 1.4706
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4456
      },
      "coherence_score": 1.4706231355667114,
      "coherence_diagnostics": {
        "tau": 1.4706231355667114,
        "grad_tau": 0.4423128068447113,
        "torsion": 0.0,
        "alignment": -1.7477909326553345,
        "S_field": 0.4189051389694214,
        "Gamma_field": 1.8476065397262573,
        "S_over_Gamma": 0.22672854363918304,
        "Da": 106.8439712524414,
        "E_coh": 0.3153538107872009,
        "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": [
          [
            [
              -78.04,
              42.04
            ],
            [
              -78.01,
              42.04
            ],
            [
              -78.0,
              42.02
            ],
            [
              -78.0,
              42.0
            ],
            [
              -78.01,
              41.99
            ],
            [
              -78.0,
              41.95
            ],
            [
              -78.01,
              41.95
            ],
            [
              -78.02,
              41.93
            ],
            [
              -78.04,
              41.93
            ],
            [
              -78.05,
              41.92
            ],
            [
              -78.06,
              41.93
            ],
            [
              -78.1,
              41.93
            ],
            [
              -78.11,
              41.94
            ],
            [
              -78.11,
              41.99
            ],
            [
              -78.1,
              42.01
            ],
            [
              -78.04,
              42.04
            ]
          ]
        ]
      },
      "raw_probability": 0.4456,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "4968f1a2039d3c8ebff1a98f124322f80850e7eeb1515b8dac08df6821e0716b",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4456,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f25ca3c484a4f7567d113cfe6c6fccc59a18949c23d2cce5ee01d74b845de550"
      },
      "receipt_sha256": "f25ca3c484a4f7567d113cfe6c6fccc59a18949c23d2cce5ee01d74b845de550"
    },
    {
      "storm_id": "31766",
      "lat": 42.7536,
      "lon": -72.0986,
      "motion_east": 7.2,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 34.0,
      "ebshear": 23.0,
      "srh01": 115.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7249
        },
        {
          "name": "alignment",
          "value": -9.4087
        },
        {
          "name": "tau",
          "value": 1.6959
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4421
      },
      "coherence_score": 1.6959402561187744,
      "coherence_diagnostics": {
        "tau": 1.6959402561187744,
        "grad_tau": 0.16728083789348602,
        "torsion": 0.0,
        "alignment": -9.408733367919922,
        "S_field": 0.38368263840675354,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.8937321901321411,
        "Da": 12.733637809753418,
        "E_coh": 0.6317774653434753,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.13,
              42.82
            ],
            [
              -72.12,
              42.81
            ],
            [
              -72.08,
              42.8
            ],
            [
              -72.07,
              42.76
            ],
            [
              -72.06,
              42.75
            ],
            [
              -72.06,
              42.73
            ],
            [
              -72.05,
              42.72
            ],
            [
              -72.07,
              42.68
            ],
            [
              -72.09,
              42.67
            ],
            [
              -72.11,
              42.69
            ],
            [
              -72.14,
              42.75
            ],
            [
              -72.14,
              42.77
            ],
            [
              -72.13,
              42.78
            ],
            [
              -72.13,
              42.82
            ]
          ]
        ]
      },
      "raw_probability": 0.4421,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "eb80501c2972f9622decf09eea4d7486c9a16689f01bc972654bef2f5b57a9ec",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4421,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19180f1e57d42430e9e907d58ea7a56f276404e3ecc22444368a6d96b010960b"
      },
      "receipt_sha256": "19180f1e57d42430e9e907d58ea7a56f276404e3ecc22444368a6d96b010960b"
    },
    {
      "storm_id": "31670",
      "lat": 43.4846,
      "lon": -76.7954,
      "motion_east": 7.3,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 985.0,
      "ebshear": 52.0,
      "srh01": 90.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8499
        },
        {
          "name": "alignment",
          "value": -4.6784
        },
        {
          "name": "tau",
          "value": 1.2786
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4308
      },
      "coherence_score": 1.2785650491714478,
      "coherence_diagnostics": {
        "tau": 1.2785650491714478,
        "grad_tau": 0.32159388065338135,
        "torsion": 0.0,
        "alignment": -4.678441524505615,
        "S_field": 0.35756880044937134,
        "Gamma_field": 1.4467732906341553,
        "S_over_Gamma": 0.24714915454387665,
        "Da": 87.0303726196289,
        "E_coh": 0.1964355707168579,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.88,
              43.55
            ],
            [
              -76.84,
              43.55
            ],
            [
              -76.83,
              43.54
            ],
            [
              -76.81,
              43.54
            ],
            [
              -76.71,
              43.49
            ],
            [
              -76.71,
              43.47
            ],
            [
              -76.7,
              43.46
            ],
            [
              -76.7,
              43.4
            ],
            [
              -76.72,
              43.36
            ],
            [
              -76.76,
              43.36
            ],
            [
              -76.9,
              43.49
            ],
            [
              -76.9,
              43.54
            ],
            [
              -76.88,
              43.55
            ]
          ]
        ]
      },
      "raw_probability": 0.4308,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "c9fd5471fe1228996e17ffca2dab142a122aaa3283b85c290ab1f6ec02904c8e",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4308,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b577a478e50b9724c20a8c1a244c8467f873037024981437650ed45e9e140ff5"
      },
      "receipt_sha256": "b577a478e50b9724c20a8c1a244c8467f873037024981437650ed45e9e140ff5"
    },
    {
      "storm_id": "31759",
      "lat": 43.4855,
      "lon": -72.06,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 28.0,
      "ebshear": 23.0,
      "srh01": 106.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5999
        },
        {
          "name": "alignment",
          "value": -9.9576
        },
        {
          "name": "tau",
          "value": 1.5484
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4259
      },
      "coherence_score": 1.5483622550964355,
      "coherence_diagnostics": {
        "tau": 1.5483622550964355,
        "grad_tau": 0.17125304043293,
        "torsion": 0.0,
        "alignment": -9.957637786865234,
        "S_field": 0.3936372399330139,
        "Gamma_field": 0.17677326500415802,
        "S_over_Gamma": 2.2267916202545166,
        "Da": 10.85522174835205,
        "E_coh": 0.7289415001869202,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.08,
              43.52
            ],
            [
              -72.05,
              43.52
            ],
            [
              -72.04,
              43.51
            ],
            [
              -72.04,
              43.49
            ],
            [
              -72.03,
              43.48
            ],
            [
              -72.03,
              43.45
            ],
            [
              -72.04,
              43.44
            ],
            [
              -72.07,
              43.44
            ],
            [
              -72.1,
              43.47
            ],
            [
              -72.1,
              43.5
            ],
            [
              -72.08,
              43.52
            ]
          ]
        ]
      },
      "raw_probability": 0.4259,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6e1aee2051f9c17c2c5627653bd452ba8690052b92bc83574b1133105f8974ef",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4259,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31613c252b5bad7f277333c647878c9664c612d8848adea07deb5463fbe82390"
      },
      "receipt_sha256": "31613c252b5bad7f277333c647878c9664c612d8848adea07deb5463fbe82390"
    },
    {
      "storm_id": "31406",
      "lat": 29.4719,
      "lon": -83.1452,
      "motion_east": 0.0,
      "motion_south": -12.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2796.0,
      "ebshear": 15.0,
      "srh01": 107.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 66.4749
        },
        {
          "name": "alignment",
          "value": 1.908
        },
        {
          "name": "tau",
          "value": 2.9762
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4237
      },
      "coherence_score": 2.9762377738952637,
      "coherence_diagnostics": {
        "tau": 2.9762377738952637,
        "grad_tau": 0.14086255431175232,
        "torsion": 0.0,
        "alignment": 1.9079705476760864,
        "S_field": 0.7048378586769104,
        "Gamma_field": 0.20343993604183197,
        "S_over_Gamma": 3.464599370956421,
        "Da": 12.57087230682373,
        "E_coh": 0.9448146820068359,
        "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": [
          [
            [
              -83.16,
              29.59
            ],
            [
              -83.11,
              29.59
            ],
            [
              -83.12,
              29.58
            ],
            [
              -83.12,
              29.54
            ],
            [
              -83.1,
              29.51
            ],
            [
              -83.1,
              29.49
            ],
            [
              -83.07,
              29.45
            ],
            [
              -83.07,
              29.37
            ],
            [
              -83.09,
              29.35
            ],
            [
              -83.09,
              29.34
            ],
            [
              -83.14,
              29.34
            ],
            [
              -83.15,
              29.35
            ],
            [
              -83.17,
              29.39
            ],
            [
              -83.17,
              29.41
            ],
            [
              -83.21,
              29.45
            ],
            [
              -83.21,
              29.47
            ],
            [
              -83.22,
              29.48
            ],
            [
              -83.22,
              29.5
            ],
            [
              -83.19,
              29.56
            ],
            [
              -83.18,
              29.56
            ],
            [
              -83.16,
              29.59
            ]
          ]
        ]
      },
      "raw_probability": 0.4237,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "88f4772e57796e02785cd04029af21bf254c937d021b06a9ef4e7299b32bbf64",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4237,
        "probability": 0.006984,
        "confidence_lo": 0.006863,
        "confidence_hi": 0.006985,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5647f519db512798a7ef98b5aa4ed4706bee3eea5069ac7924d285b027e90553"
      },
      "receipt_sha256": "5647f519db512798a7ef98b5aa4ed4706bee3eea5069ac7924d285b027e90553"
    },
    {
      "storm_id": "31753",
      "lat": 46.564,
      "lon": -80.061,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1675.0,
      "ebshear": 26.0,
      "srh01": 94.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7249
        },
        {
          "name": "alignment",
          "value": 2.5405
        },
        {
          "name": "tau",
          "value": 1.52
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4182
      },
      "coherence_score": 1.5199590921401978,
      "coherence_diagnostics": {
        "tau": 1.5199590921401978,
        "grad_tau": 0.3433492183685303,
        "torsion": 0.0,
        "alignment": 2.5405335426330566,
        "S_field": 0.26934710144996643,
        "Gamma_field": 0.19093994796276093,
        "S_over_Gamma": 1.4106377363204956,
        "Da": 10.871068954467773,
        "E_coh": 0.4076075255870819,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.08,
              46.59
            ],
            [
              -80.04,
              46.59
            ],
            [
              -80.04,
              46.57
            ],
            [
              -80.03,
              46.56
            ],
            [
              -80.03,
              46.54
            ],
            [
              -80.04,
              46.53
            ],
            [
              -80.07,
              46.53
            ],
            [
              -80.1,
              46.56
            ],
            [
              -80.1,
              46.58
            ],
            [
              -80.08,
              46.59
            ]
          ]
        ]
      },
      "raw_probability": 0.4182,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d55e142a13f7de96c5efc17795ba6e062d67137674dad6a1b841d288ea92c63d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4182,
        "probability": 0.006305,
        "confidence_lo": 0.005822,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6fdfa06ddede269862b2f9d8a94e01df964398e808e2f1228b071a129e08eb4"
      },
      "receipt_sha256": "a6fdfa06ddede269862b2f9d8a94e01df964398e808e2f1228b071a129e08eb4"
    },
    {
      "storm_id": "31741",
      "lat": 30.708,
      "lon": -85.288,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1763.0,
      "ebshear": 11.0,
      "srh01": 93.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4749
        },
        {
          "name": "alignment",
          "value": 2.447
        },
        {
          "name": "tau",
          "value": 2.4024
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4174
      },
      "coherence_score": 2.4024155139923096,
      "coherence_diagnostics": {
        "tau": 2.4024155139923096,
        "grad_tau": 0.5277400612831116,
        "torsion": 0.0,
        "alignment": 2.447023868560791,
        "S_field": 0.5233920216560364,
        "Gamma_field": 0.1717732697725296,
        "S_over_Gamma": 3.0469934940338135,
        "Da": 10.687417030334473,
        "E_coh": 0.8830102682113647,
        "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": [
          [
            [
              -85.31,
              30.74
            ],
            [
              -85.3,
              30.73
            ],
            [
              -85.27,
              30.73
            ],
            [
              -85.25,
              30.72
            ],
            [
              -85.24,
              30.7
            ],
            [
              -85.25,
              30.66
            ],
            [
              -85.31,
              30.66
            ],
            [
              -85.32,
              30.67
            ],
            [
              -85.32,
              30.73
            ],
            [
              -85.31,
              30.74
            ]
          ]
        ]
      },
      "raw_probability": 0.4174,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0089d2f7109388fa871e6d2e99f1f372fd1c9751431dc8150a5cec273b1455e7",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4174,
        "probability": 0.006305,
        "confidence_lo": 0.005822,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a65f3364b048dd63dae27f91d51f923f2d5780232517b8cb47c9b14f099ba6b"
      },
      "receipt_sha256": "0a65f3364b048dd63dae27f91d51f923f2d5780232517b8cb47c9b14f099ba6b"
    },
    {
      "storm_id": "31714",
      "lat": 31.0325,
      "lon": -83.4017,
      "motion_east": 1.3,
      "motion_south": -11.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2069.0,
      "ebshear": 9.0,
      "srh01": 56.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5999
        },
        {
          "name": "alignment",
          "value": -6.7386
        },
        {
          "name": "tau",
          "value": 2.4551
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4162
      },
      "coherence_score": 2.4550747871398926,
      "coherence_diagnostics": {
        "tau": 2.4550747871398926,
        "grad_tau": 0.3995957374572754,
        "torsion": 0.0,
        "alignment": -6.738620281219482,
        "S_field": 0.48553869128227234,
        "Gamma_field": 0.2017732709646225,
        "S_over_Gamma": 2.406357765197754,
        "Da": 12.002082824707031,
        "E_coh": 0.6325904130935669,
        "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": [
          [
            [
              -83.42,
              31.08
            ],
            [
              -83.4,
              31.08
            ],
            [
              -83.4,
              31.07
            ],
            [
              -83.38,
              31.05
            ],
            [
              -83.37,
              31.05
            ],
            [
              -83.35,
              31.02
            ],
            [
              -83.36,
              30.97
            ],
            [
              -83.38,
              30.96
            ],
            [
              -83.42,
              30.97
            ],
            [
              -83.46,
              31.02
            ],
            [
              -83.46,
              31.04
            ],
            [
              -83.42,
              31.08
            ]
          ]
        ]
      },
      "raw_probability": 0.4162,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "fa6a64bd2cb1ed09ec7558c5ccf30f885ad39b8a917a09e0febd8feae076c60e",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4162,
        "probability": 0.006305,
        "confidence_lo": 0.005822,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84c7b11a8faf52f773730a8ac21e0f972fa8e9802fe4b9c79ac25f84cba50e0a"
      },
      "receipt_sha256": "84c7b11a8faf52f773730a8ac21e0f972fa8e9802fe4b9c79ac25f84cba50e0a"
    },
    {
      "storm_id": "30641",
      "lat": 48.5,
      "lon": -79.5462,
      "motion_east": 7.5,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 744.0,
      "ebshear": 20.0,
      "srh01": 107.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9749
        },
        {
          "name": "alignment",
          "value": -8.6284
        },
        {
          "name": "tau",
          "value": 0.5969
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4126
      },
      "coherence_score": 0.5968586802482605,
      "coherence_diagnostics": {
        "tau": 0.5968586802482605,
        "grad_tau": 0.509654700756073,
        "torsion": 0.0,
        "alignment": -8.628386497497559,
        "S_field": 0.3241909444332123,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 2.014359712600708,
        "Da": 10.348365783691406,
        "E_coh": 0.5606833696365356,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.45,
              48.58
            ],
            [
              -79.44,
              48.57
            ],
            [
              -79.42,
              48.57
            ],
            [
              -79.41,
              48.58
            ],
            [
              -79.41,
              48.55
            ],
            [
              -79.42,
              48.56
            ],
            [
              -79.43,
              48.55
            ],
            [
              -79.45,
              48.51
            ],
            [
              -79.45,
              48.49
            ],
            [
              -79.47,
              48.47
            ],
            [
              -79.48,
              48.47
            ],
            [
              -79.52,
              48.44
            ],
            [
              -79.59,
              48.43
            ],
            [
              -79.62,
              48.4
            ],
            [
              -79.62,
              48.39
            ],
            [
              -79.66,
              48.39
            ],
            [
              -79.69,
              48.42
            ],
            [
              -79.69,
              48.44
            ],
            [
              -79.7,
              48.45
            ],
            [
              -79.69,
              48.46
            ],
            [
              -79.68,
              48.5
            ],
            [
              -79.64,
              48.51
            ],
            [
              -79.63,
              48.52
            ],
            [
              -79.61,
              48.52
            ],
            [
              -79.6,
              48.53
            ],
            [
              -79.57,
              48.53
            ],
            [
              -79.56,
              48.54
            ],
            [
              -79.49,
              48.55
            ],
            [
              -79.45,
              48.58
            ]
          ]
        ]
      },
      "raw_probability": 0.4126,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "5357cef0ad0c9b8deb3cf409a25efa8e632a200a0ce758f3a362eb4d2ea5d323",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4126,
        "probability": 0.006305,
        "confidence_lo": 0.005822,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "debd6ac7cbf5692e42812cef7f5a110ecf6bc4c247723c36fad1446e03b9f429"
      },
      "receipt_sha256": "debd6ac7cbf5692e42812cef7f5a110ecf6bc4c247723c36fad1446e03b9f429"
    },
    {
      "storm_id": "31664",
      "lat": 46.5758,
      "lon": -80.5875,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1388.0,
      "ebshear": 23.0,
      "srh01": 88.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7249
        },
        {
          "name": "alignment",
          "value": 2.5405
        },
        {
          "name": "tau",
          "value": 1.52
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4032
      },
      "coherence_score": 1.5199590921401978,
      "coherence_diagnostics": {
        "tau": 1.5199590921401978,
        "grad_tau": 0.3433492183685303,
        "torsion": 0.0,
        "alignment": 2.5405335426330566,
        "S_field": 0.26934710144996643,
        "Gamma_field": 0.19093994796276093,
        "S_over_Gamma": 1.4106377363204956,
        "Da": 10.871068954467773,
        "E_coh": 0.4076075255870819,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.58,
              46.6
            ],
            [
              -80.56,
              46.6
            ],
            [
              -80.54,
              46.59
            ],
            [
              -80.54,
              46.58
            ],
            [
              -80.56,
              46.56
            ],
            [
              -80.58,
              46.56
            ],
            [
              -80.59,
              46.55
            ],
            [
              -80.63,
              46.55
            ],
            [
              -80.64,
              46.56
            ],
            [
              -80.64,
              46.58
            ],
            [
              -80.61,
              46.58
            ],
            [
              -80.58,
              46.6
            ]
          ]
        ]
      },
      "raw_probability": 0.4032,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b9ae43055693354dc7c59b04230aaeb1ad4831a2f4f36a704acb5f1add4b5cc4",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.4032,
        "probability": 0.006305,
        "confidence_lo": 0.005822,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a33c1cab6c4d18db3ca6880c303bf1929df9f9df2b55a9b65527572ba3142f5"
      },
      "receipt_sha256": "3a33c1cab6c4d18db3ca6880c303bf1929df9f9df2b55a9b65527572ba3142f5"
    },
    {
      "storm_id": "31786",
      "lat": 43.7811,
      "lon": -79.0767,
      "motion_east": 5.4,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1740.0,
      "ebshear": 34.0,
      "srh01": 237.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 237.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 4.9785
        },
        {
          "name": "tau",
          "value": 2.2735
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3994
      },
      "coherence_score": 2.2734785079956055,
      "coherence_diagnostics": {
        "tau": 2.2734785079956055,
        "grad_tau": 0.35373684763908386,
        "torsion": 0.0,
        "alignment": 4.978451728820801,
        "S_field": 0.7194367051124573,
        "Gamma_field": 0.345939964056015,
        "S_over_Gamma": 2.079657793045044,
        "Da": 19.560758590698242,
        "E_coh": 0.7723255157470703,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.09,
              43.81
            ],
            [
              -79.06,
              43.81
            ],
            [
              -79.05,
              43.8
            ],
            [
              -79.05,
              43.76
            ],
            [
              -79.07,
              43.74
            ],
            [
              -79.08,
              43.74
            ],
            [
              -79.1,
              43.76
            ],
            [
              -79.1,
              43.8
            ],
            [
              -79.09,
              43.81
            ]
          ]
        ]
      },
      "raw_probability": 0.3994,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f61c3396b72b39166837808b6c0c5abf476f533db9b1f730a42fe9ddceb162e2",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3994,
        "probability": 0.006305,
        "confidence_lo": 0.005822,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7355ad527b07b8b5e8e68afe496c59f0678b86399725b9ebcee6510cf30edfe"
      },
      "receipt_sha256": "b7355ad527b07b8b5e8e68afe496c59f0678b86399725b9ebcee6510cf30edfe"
    },
    {
      "storm_id": "31300",
      "lat": 30.2207,
      "lon": -85.5207,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1462.0,
      "ebshear": 12.0,
      "srh01": 113.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2249
        },
        {
          "name": "alignment",
          "value": 5.3466
        },
        {
          "name": "tau",
          "value": 2.1293
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3934
      },
      "coherence_score": 2.1293187141418457,
      "coherence_diagnostics": {
        "tau": 2.1293187141418457,
        "grad_tau": 0.4452162981033325,
        "torsion": 0.0,
        "alignment": 5.346634387969971,
        "S_field": 0.19375209510326385,
        "Gamma_field": 0.4659399390220642,
        "S_over_Gamma": 0.4158306121826172,
        "Da": 28.922937393188477,
        "E_coh": 0.4257555305957794,
        "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": [
          [
            [
              -85.57,
              30.26
            ],
            [
              -85.55,
              30.26
            ],
            [
              -85.54,
              30.25
            ],
            [
              -85.5,
              30.25
            ],
            [
              -85.48,
              30.23
            ],
            [
              -85.47,
              30.23
            ],
            [
              -85.46,
              30.22
            ],
            [
              -85.46,
              30.19
            ],
            [
              -85.47,
              30.17
            ],
            [
              -85.48,
              30.16
            ],
            [
              -85.53,
              30.16
            ],
            [
              -85.57,
              30.2
            ],
            [
              -85.58,
              30.22
            ],
            [
              -85.58,
              30.25
            ],
            [
              -85.57,
              30.26
            ]
          ]
        ]
      },
      "raw_probability": 0.3934,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "73069a2ff17fe92cc30cab8a740626cae2d1690e8ca3fe8944c3000ac6f6c148",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3934,
        "probability": 0.006288,
        "confidence_lo": 0.003226,
        "confidence_hi": 0.006308,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0f055c1eb9add34d699f9c5e2602e7e0cf711c422728cc4a53d734dbd65d293e"
      },
      "receipt_sha256": "0f055c1eb9add34d699f9c5e2602e7e0cf711c422728cc4a53d734dbd65d293e"
    },
    {
      "storm_id": "31508",
      "lat": 45.0253,
      "lon": -79.2037,
      "motion_east": 6.3,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2064.0,
      "ebshear": 35.0,
      "srh01": 154.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9749
        },
        {
          "name": "alignment",
          "value": 3.2841
        },
        {
          "name": "tau",
          "value": 2.07
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.376
      },
      "coherence_score": 2.070007801055908,
      "coherence_diagnostics": {
        "tau": 2.070007801055908,
        "grad_tau": 0.1836542934179306,
        "torsion": 0.0,
        "alignment": 3.284116506576538,
        "S_field": 0.5032659769058228,
        "Gamma_field": 0.27677327394485474,
        "S_over_Gamma": 1.8183330297470093,
        "Da": 15.663729667663574,
        "E_coh": 0.682285487651825,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.24,
              45.08
            ],
            [
              -79.21,
              45.08
            ],
            [
              -79.2,
              45.07
            ],
            [
              -79.15,
              45.08
            ],
            [
              -79.14,
              45.07
            ],
            [
              -79.12,
              45.07
            ],
            [
              -79.1,
              45.05
            ],
            [
              -79.11,
              45.0
            ],
            [
              -79.15,
              44.96
            ],
            [
              -79.17,
              44.96
            ],
            [
              -79.2,
              44.94
            ],
            [
              -79.24,
              44.95
            ],
            [
              -79.24,
              44.97
            ],
            [
              -79.26,
              44.98
            ],
            [
              -79.28,
              45.01
            ],
            [
              -79.27,
              45.02
            ],
            [
              -79.27,
              45.05
            ],
            [
              -79.28,
              45.06
            ],
            [
              -79.24,
              45.08
            ]
          ]
        ]
      },
      "raw_probability": 0.376,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "bfc97de4ca692ab823c68ffabc88f12891a4f1003eb013ba2fe1a1b4e94ab98b",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.376,
        "probability": 0.003491,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003492,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccccd5402ac3e1f5814368e12c820476f7f5991512c47f266b486af82027549a"
      },
      "receipt_sha256": "ccccd5402ac3e1f5814368e12c820476f7f5991512c47f266b486af82027549a"
    },
    {
      "storm_id": "31097",
      "lat": 28.3633,
      "lon": -83.5467,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2518.0,
      "ebshear": 12.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.5999
        },
        {
          "name": "alignment",
          "value": -1.8967
        },
        {
          "name": "tau",
          "value": 2.5557
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3606
      },
      "coherence_score": 2.555727958679199,
      "coherence_diagnostics": {
        "tau": 2.555727958679199,
        "grad_tau": 0.4789775311946869,
        "torsion": 0.0,
        "alignment": -1.8966782093048096,
        "S_field": 0.6924348473548889,
        "Gamma_field": 0.22343994677066803,
        "S_over_Gamma": 3.09897518157959,
        "Da": 14.02585506439209,
        "E_coh": 0.8713468313217163,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.56,
              28.4
            ],
            [
              -83.52,
              28.4
            ],
            [
              -83.51,
              28.39
            ],
            [
              -83.51,
              28.34
            ],
            [
              -83.53,
              28.32
            ],
            [
              -83.57,
              28.32
            ],
            [
              -83.58,
              28.33
            ],
            [
              -83.58,
              28.37
            ],
            [
              -83.56,
              28.4
            ]
          ]
        ]
      },
      "raw_probability": 0.3606,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "a7a87f5054a63da59f0d332a08f3aa09af3d9535c7d50236a507350913fef6ea",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3606,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2aaba11c0985847a80abf0da8a6433b8fb3458b006edb7ca9544380442ae31ec"
      },
      "receipt_sha256": "2aaba11c0985847a80abf0da8a6433b8fb3458b006edb7ca9544380442ae31ec"
    },
    {
      "storm_id": "31198",
      "lat": 30.9394,
      "lon": -83.119,
      "motion_east": 0.1,
      "motion_south": -13.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2127.0,
      "ebshear": 11.0,
      "srh01": 53.0,
      "maxllaz": 0.008,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5999
        },
        {
          "name": "alignment",
          "value": -6.7386
        },
        {
          "name": "tau",
          "value": 2.4551
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3572
      },
      "coherence_score": 2.4550747871398926,
      "coherence_diagnostics": {
        "tau": 2.4550747871398926,
        "grad_tau": 0.3995957374572754,
        "torsion": 0.0,
        "alignment": -6.738620281219482,
        "S_field": 0.48553869128227234,
        "Gamma_field": 0.2017732709646225,
        "S_over_Gamma": 2.406357765197754,
        "Da": 12.002082824707031,
        "E_coh": 0.6325904130935669,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.25,
              31.02
            ],
            [
              -83.21,
              31.02
            ],
            [
              -83.17,
              31.0
            ],
            [
              -83.15,
              31.0
            ],
            [
              -83.14,
              31.01
            ],
            [
              -83.12,
              30.99
            ],
            [
              -83.07,
              30.99
            ],
            [
              -83.08,
              30.98
            ],
            [
              -83.07,
              30.97
            ],
            [
              -83.08,
              30.96
            ],
            [
              -83.07,
              30.95
            ],
            [
              -83.07,
              30.93
            ],
            [
              -83.06,
              30.92
            ],
            [
              -83.04,
              30.92
            ],
            [
              -83.03,
              30.94
            ],
            [
              -83.01,
              30.94
            ],
            [
              -83.01,
              30.91
            ],
            [
              -83.03,
              30.89
            ],
            [
              -83.05,
              30.9
            ],
            [
              -83.06,
              30.89
            ],
            [
              -83.05,
              30.87
            ],
            [
              -83.07,
              30.86
            ],
            [
              -83.09,
              30.86
            ],
            [
              -83.13,
              30.88
            ],
            [
              -83.16,
              30.88
            ],
            [
              -83.17,
              30.89
            ],
            [
              -83.21,
              30.89
            ],
            [
              -83.25,
              30.91
            ],
            [
              -83.27,
              30.94
            ],
            [
              -83.27,
              30.99
            ],
            [
              -83.25,
              31.02
            ]
          ]
        ]
      },
      "raw_probability": 0.3572,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "acee4f10107cc7e7b1ecb54230bda3d08fea88eaf29e9d357b15908a19d458a1",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3572,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab6fab94351f5ad0c1cbf17e07bd847ff93ef2b62e5915c95fa738189f6443d2"
      },
      "receipt_sha256": "ab6fab94351f5ad0c1cbf17e07bd847ff93ef2b62e5915c95fa738189f6443d2"
    },
    {
      "storm_id": "31782",
      "lat": 48.6887,
      "lon": -79.4313,
      "motion_east": 7.5,
      "motion_south": -3.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 584.0,
      "ebshear": 17.0,
      "srh01": 118.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9749
        },
        {
          "name": "alignment",
          "value": -8.6284
        },
        {
          "name": "tau",
          "value": 0.5969
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3566
      },
      "coherence_score": 0.5968586802482605,
      "coherence_diagnostics": {
        "tau": 0.5968586802482605,
        "grad_tau": 0.509654700756073,
        "torsion": 0.0,
        "alignment": -8.628386497497559,
        "S_field": 0.3241909444332123,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 2.014359712600708,
        "Da": 10.348365783691406,
        "E_coh": 0.5606833696365356,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.44,
              48.73
            ],
            [
              -79.43,
              48.72
            ],
            [
              -79.42,
              48.73
            ],
            [
              -79.38,
              48.73
            ],
            [
              -79.36,
              48.72
            ],
            [
              -79.36,
              48.71
            ],
            [
              -79.38,
              48.69
            ],
            [
              -79.38,
              48.66
            ],
            [
              -79.42,
              48.62
            ],
            [
              -79.47,
              48.62
            ],
            [
              -79.48,
              48.63
            ],
            [
              -79.48,
              48.65
            ],
            [
              -79.49,
              48.66
            ],
            [
              -79.49,
              48.7
            ],
            [
              -79.48,
              48.72
            ],
            [
              -79.44,
              48.73
            ]
          ]
        ]
      },
      "raw_probability": 0.3566,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "7bd2940fb7feee697d18af8a9ad52411a67bc83e08685df208fdb8984496418f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3566,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77b4f31e23dc8b86b816f001ee143b55d521554b06dfdf04c61398b7e97fbe25"
      },
      "receipt_sha256": "77b4f31e23dc8b86b816f001ee143b55d521554b06dfdf04c61398b7e97fbe25"
    },
    {
      "storm_id": "31683",
      "lat": 36.999,
      "lon": -78.2085,
      "motion_east": 8.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2735.0,
      "ebshear": 27.0,
      "srh01": 109.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3499
        },
        {
          "name": "alignment",
          "value": 2.9133
        },
        {
          "name": "tau",
          "value": 3.1122
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3477
      },
      "coherence_score": 3.1121795177459717,
      "coherence_diagnostics": {
        "tau": 3.1121795177459717,
        "grad_tau": 0.6044909954071045,
        "torsion": 0.0,
        "alignment": 2.91328501701355,
        "S_field": 0.3795238435268402,
        "Gamma_field": 0.2876066267490387,
        "S_over_Gamma": 1.3195935487747192,
        "Da": 18.37391471862793,
        "E_coh": 0.6798811554908752,
        "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": [
          [
            [
              -78.2,
              37.12
            ],
            [
              -78.1,
              37.12
            ],
            [
              -78.09,
              37.11
            ],
            [
              -78.03,
              37.11
            ],
            [
              -78.0,
              37.09
            ],
            [
              -77.98,
              37.09
            ],
            [
              -77.96,
              37.07
            ],
            [
              -77.95,
              37.07
            ],
            [
              -77.93,
              37.03
            ],
            [
              -77.93,
              37.0
            ],
            [
              -77.96,
              36.97
            ],
            [
              -78.06,
              36.97
            ],
            [
              -78.07,
              36.98
            ],
            [
              -78.1,
              36.98
            ],
            [
              -78.1,
              37.0
            ],
            [
              -78.13,
              37.03
            ],
            [
              -78.16,
              37.03
            ],
            [
              -78.2,
              36.99
            ],
            [
              -78.27,
              36.96
            ],
            [
              -78.29,
              36.94
            ],
            [
              -78.31,
              36.94
            ],
            [
              -78.32,
              36.92
            ],
            [
              -78.33,
              36.92
            ],
            [
              -78.36,
              36.89
            ],
            [
              -78.39,
              36.89
            ],
            [
              -78.4,
              36.87
            ],
            [
              -78.41,
              36.88
            ],
            [
              -78.44,
              36.88
            ],
            [
              -78.45,
              36.89
            ],
            [
              -78.44,
              36.92
            ],
            [
              -78.4,
              36.95
            ],
            [
              -78.4,
              36.97
            ],
            [
              -78.38,
              36.97
            ],
            [
              -78.33,
              37.02
            ],
            [
              -78.31,
              37.02
            ],
            [
              -78.26,
              37.07
            ],
            [
              -78.25,
              37.09
            ],
            [
              -78.24,
              37.09
            ],
            [
              -78.2,
              37.12
            ]
          ]
        ]
      },
      "raw_probability": 0.3477,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b450c3880a320b8af4e799038cfb2b536efe461a5ca15df1efffce7296e5c52c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3477,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be0ea858e69bec32613683b8a741176367f374f174841a5ba327f11339c1cb45"
      },
      "receipt_sha256": "be0ea858e69bec32613683b8a741176367f374f174841a5ba327f11339c1cb45"
    },
    {
      "storm_id": "31787",
      "lat": 43.4,
      "lon": -80.01,
      "motion_east": 5.4,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2342.0,
      "ebshear": 42.0,
      "srh01": 132.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8499
        },
        {
          "name": "alignment",
          "value": 4.5716
        },
        {
          "name": "tau",
          "value": 2.4433
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.345
      },
      "coherence_score": 2.4432735443115234,
      "coherence_diagnostics": {
        "tau": 2.4432735443115234,
        "grad_tau": 0.4651561677455902,
        "torsion": 0.0,
        "alignment": 4.571611404418945,
        "S_field": 0.6340740919113159,
        "Gamma_field": 0.41093993186950684,
        "S_over_Gamma": 1.5429848432540894,
        "Da": 23.26791000366211,
        "E_coh": 0.7842339277267456,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.03,
              43.43
            ],
            [
              -80.01,
              43.43
            ],
            [
              -79.99,
              43.41
            ],
            [
              -79.99,
              43.4
            ],
            [
              -79.97,
              43.38
            ],
            [
              -79.98,
              43.36
            ],
            [
              -80.02,
              43.36
            ],
            [
              -80.04,
              43.38
            ],
            [
              -80.04,
              43.42
            ],
            [
              -80.03,
              43.43
            ]
          ]
        ]
      },
      "raw_probability": 0.345,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ee7dc615a2bae4cb17d39689aa177f32377afcdccbbb35e15147463e2c71d11e",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.345,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "896e0ec28303fcea030767720a74142bc9823d9c57fa0af5552af3bd0ddfcc30"
      },
      "receipt_sha256": "896e0ec28303fcea030767720a74142bc9823d9c57fa0af5552af3bd0ddfcc30"
    },
    {
      "storm_id": "31803",
      "lat": 33.6112,
      "lon": -78.9038,
      "motion_east": 5.5,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3591.0,
      "ebshear": 14.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4749
        },
        {
          "name": "alignment",
          "value": -4.6205
        },
        {
          "name": "tau",
          "value": 3.1035
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.334
      },
      "coherence_score": 3.1034939289093018,
      "coherence_diagnostics": {
        "tau": 3.1034939289093018,
        "grad_tau": 0.47860831022262573,
        "torsion": 0.0,
        "alignment": -4.620480537414551,
        "S_field": 0.4669743478298187,
        "Gamma_field": 0.2109399288892746,
        "S_over_Gamma": 2.2137787342071533,
        "Da": 14.201301574707031,
        "E_coh": 0.961683452129364,
        "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": [
          [
            [
              -78.91,
              33.64
            ],
            [
              -78.87,
              33.64
            ],
            [
              -78.87,
              33.59
            ],
            [
              -78.9,
              33.59
            ],
            [
              -78.91,
              33.58
            ],
            [
              -78.93,
              33.59
            ],
            [
              -78.93,
              33.62
            ],
            [
              -78.91,
              33.64
            ]
          ]
        ]
      },
      "raw_probability": 0.334,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "8d3f6a89c660037375fdac95b1644414521a95f81d1239498139dbed2ec69fcb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.334,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a79c2836de0be948fccc134120e515e4e2fc84f159c34d5735ec3d914b9d21a4"
      },
      "receipt_sha256": "a79c2836de0be948fccc134120e515e4e2fc84f159c34d5735ec3d914b9d21a4"
    },
    {
      "storm_id": "31119",
      "lat": 43.5525,
      "lon": -80.2919,
      "motion_east": 5.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2574.0,
      "ebshear": 49.0,
      "srh01": 158.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 158.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8499
        },
        {
          "name": "alignment",
          "value": 4.5716
        },
        {
          "name": "tau",
          "value": 2.4433
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3229
      },
      "coherence_score": 2.4432735443115234,
      "coherence_diagnostics": {
        "tau": 2.4432735443115234,
        "grad_tau": 0.4651561677455902,
        "torsion": 0.0,
        "alignment": 4.571611404418945,
        "S_field": 0.6340740919113159,
        "Gamma_field": 0.41093993186950684,
        "S_over_Gamma": 1.5429848432540894,
        "Da": 23.26791000366211,
        "E_coh": 0.7842339277267456,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.39,
              43.61
            ],
            [
              -80.26,
              43.61
            ],
            [
              -80.25,
              43.6
            ],
            [
              -80.23,
              43.6
            ],
            [
              -80.2,
              43.58
            ],
            [
              -80.2,
              43.53
            ],
            [
              -80.21,
              43.51
            ],
            [
              -80.23,
              43.5
            ],
            [
              -80.25,
              43.5
            ],
            [
              -80.26,
              43.51
            ],
            [
              -80.28,
              43.51
            ],
            [
              -80.32,
              43.53
            ],
            [
              -80.38,
              43.52
            ],
            [
              -80.41,
              43.54
            ],
            [
              -80.41,
              43.58
            ],
            [
              -80.39,
              43.61
            ]
          ]
        ]
      },
      "raw_probability": 0.3229,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "32bd722de269c86e82fae4eb20e001a3aae5908c6a7a11f084070655e3e41ca8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3229,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e74e9e01ed5e66f07034eb2a295eb5341fb2751a7e85bbfa3678aad1ae3eddc6"
      },
      "receipt_sha256": "e74e9e01ed5e66f07034eb2a295eb5341fb2751a7e85bbfa3678aad1ae3eddc6"
    },
    {
      "storm_id": "31184",
      "lat": 43.1268,
      "lon": -80.5228,
      "motion_east": 5.5,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2353.0,
      "ebshear": 49.0,
      "srh01": 138.0,
      "maxllaz": 0.006,
      "mesh": 0.62,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8499
        },
        {
          "name": "alignment",
          "value": 4.5716
        },
        {
          "name": "tau",
          "value": 2.4433
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3229
      },
      "coherence_score": 2.4432735443115234,
      "coherence_diagnostics": {
        "tau": 2.4432735443115234,
        "grad_tau": 0.4651561677455902,
        "torsion": 0.0,
        "alignment": 4.571611404418945,
        "S_field": 0.6340740919113159,
        "Gamma_field": 0.41093993186950684,
        "S_over_Gamma": 1.5429848432540894,
        "Da": 23.26791000366211,
        "E_coh": 0.7842339277267456,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.53,
              43.24
            ],
            [
              -80.45,
              43.24
            ],
            [
              -80.41,
              43.2
            ],
            [
              -80.4,
              43.18
            ],
            [
              -80.4,
              43.13
            ],
            [
              -80.37,
              43.1
            ],
            [
              -80.37,
              43.05
            ],
            [
              -80.39,
              43.03
            ],
            [
              -80.41,
              43.02
            ],
            [
              -80.46,
              43.02
            ],
            [
              -80.47,
              43.03
            ],
            [
              -80.47,
              43.05
            ],
            [
              -80.52,
              43.1
            ],
            [
              -80.58,
              43.1
            ],
            [
              -80.59,
              43.11
            ],
            [
              -80.6,
              43.1
            ],
            [
              -80.64,
              43.1
            ],
            [
              -80.64,
              43.11
            ],
            [
              -80.67,
              43.14
            ],
            [
              -80.68,
              43.13
            ],
            [
              -80.69,
              43.14
            ],
            [
              -80.67,
              43.15
            ],
            [
              -80.59,
              43.23
            ],
            [
              -80.54,
              43.23
            ],
            [
              -80.53,
              43.24
            ]
          ]
        ]
      },
      "raw_probability": 0.3229,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "32bd722de269c86e82fae4eb20e001a3aae5908c6a7a11f084070655e3e41ca8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3229,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e74e9e01ed5e66f07034eb2a295eb5341fb2751a7e85bbfa3678aad1ae3eddc6"
      },
      "receipt_sha256": "e74e9e01ed5e66f07034eb2a295eb5341fb2751a7e85bbfa3678aad1ae3eddc6"
    },
    {
      "storm_id": "31625",
      "lat": 44.08,
      "lon": -79.5333,
      "motion_east": 4.1,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2290.0,
      "ebshear": 42.0,
      "srh01": 167.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 167.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 4.9785
        },
        {
          "name": "tau",
          "value": 2.2735
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3129
      },
      "coherence_score": 2.2734785079956055,
      "coherence_diagnostics": {
        "tau": 2.2734785079956055,
        "grad_tau": 0.35373684763908386,
        "torsion": 0.0,
        "alignment": 4.978451728820801,
        "S_field": 0.7194367051124573,
        "Gamma_field": 0.345939964056015,
        "S_over_Gamma": 2.079657793045044,
        "Da": 19.560758590698242,
        "E_coh": 0.7723255157470703,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.55,
              44.12
            ],
            [
              -79.5,
              44.12
            ],
            [
              -79.48,
              44.1
            ],
            [
              -79.48,
              44.07
            ],
            [
              -79.51,
              44.03
            ],
            [
              -79.57,
              44.03
            ],
            [
              -79.58,
              44.04
            ],
            [
              -79.58,
              44.09
            ],
            [
              -79.55,
              44.12
            ]
          ]
        ]
      },
      "raw_probability": 0.3129,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f3f17bff60c33fca8609f1fc7c7a0ec2eebb5e6fee53709aa3b987452405341c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3129,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "708bcdf438d70f1ebfcdf3cba14c5d8587470f65db568903aabfb8d3adf98fc6"
      },
      "receipt_sha256": "708bcdf438d70f1ebfcdf3cba14c5d8587470f65db568903aabfb8d3adf98fc6"
    },
    {
      "storm_id": "31749",
      "lat": 47.0127,
      "lon": -80.8736,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 944.0,
      "ebshear": 20.0,
      "srh01": 78.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8499
        },
        {
          "name": "alignment",
          "value": 6.861
        },
        {
          "name": "tau",
          "value": 1.076
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3031
      },
      "coherence_score": 1.0759925842285156,
      "coherence_diagnostics": {
        "tau": 1.0759925842285156,
        "grad_tau": 0.3152732849121094,
        "torsion": 0.0,
        "alignment": 6.86099910736084,
        "S_field": 0.1516752541065216,
        "Gamma_field": 0.16177327930927277,
        "S_over_Gamma": 0.9375791549682617,
        "Da": 8.997746467590332,
        "E_coh": 0.2615768313407898,
        "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": [
          [
            [
              -80.87,
              47.05
            ],
            [
              -80.84,
              47.05
            ],
            [
              -80.82,
              47.0
            ],
            [
              -80.83,
              47.0
            ],
            [
              -80.86,
              46.97
            ],
            [
              -80.93,
              46.97
            ],
            [
              -80.91,
              46.98
            ],
            [
              -80.91,
              47.0
            ],
            [
              -80.88,
              47.03
            ],
            [
              -80.89,
              47.04
            ],
            [
              -80.87,
              47.05
            ]
          ]
        ]
      },
      "raw_probability": 0.3031,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "cd425f721d40558b7514b6923fe04eef4ada9ba7cbec2b79ec1cb9a799122877",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3031,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c0f919893ecb01ae3beb7180cc913021d7f5e6786e804d8e32e15f8bfed4b47"
      },
      "receipt_sha256": "7c0f919893ecb01ae3beb7180cc913021d7f5e6786e804d8e32e15f8bfed4b47"
    },
    {
      "storm_id": "31555",
      "lat": 34.4222,
      "lon": -78.0344,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3006.0,
      "ebshear": 15.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5999
        },
        {
          "name": "alignment",
          "value": -4.8711
        },
        {
          "name": "tau",
          "value": 2.3862
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3017
      },
      "coherence_score": 2.386151075363159,
      "coherence_diagnostics": {
        "tau": 2.386151075363159,
        "grad_tau": 0.5173057317733765,
        "torsion": 0.0,
        "alignment": -4.871148586273193,
        "S_field": 0.26113855838775635,
        "Gamma_field": 0.3309399485588074,
        "S_over_Gamma": 0.7890813946723938,
        "Da": 21.191139221191406,
        "E_coh": 0.7731062173843384,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.05,
              34.45
            ],
            [
              -78.04,
              34.44
            ],
            [
              -78.01,
              34.44
            ],
            [
              -77.99,
              34.4
            ],
            [
              -78.0,
              34.39
            ],
            [
              -78.05,
              34.39
            ],
            [
              -78.06,
              34.4
            ],
            [
              -78.06,
              34.44
            ],
            [
              -78.05,
              34.45
            ]
          ]
        ]
      },
      "raw_probability": 0.3017,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "38de882ea8c0003efd2db16b5239f7edac52b4509c10936b17592f28eeb7a56f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3017,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77f7b0b73a6ce79a82fa3db5bf7fecd5c9e0099213bae13e82e8e8f394325549"
      },
      "receipt_sha256": "77f7b0b73a6ce79a82fa3db5bf7fecd5c9e0099213bae13e82e8e8f394325549"
    },
    {
      "storm_id": "31111",
      "lat": 29.1778,
      "lon": -83.2356,
      "motion_east": 2.9,
      "motion_south": -8.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2878.0,
      "ebshear": 13.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.9749
        },
        {
          "name": "alignment",
          "value": 0.6568
        },
        {
          "name": "tau",
          "value": 2.9825
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3011
      },
      "coherence_score": 2.982499599456787,
      "coherence_diagnostics": {
        "tau": 2.982499599456787,
        "grad_tau": 0.2169220745563507,
        "torsion": 0.0,
        "alignment": 0.6568265557289124,
        "S_field": 1.0238032341003418,
        "Gamma_field": 0.20843994617462158,
        "S_over_Gamma": 4.911742210388184,
        "Da": 12.989972114562988,
        "E_coh": 0.9547275900840759,
        "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": [
          [
            [
              -83.25,
              29.23
            ],
            [
              -83.2,
              29.23
            ],
            [
              -83.19,
              29.21
            ],
            [
              -83.19,
              29.15
            ],
            [
              -83.22,
              29.11
            ],
            [
              -83.26,
              29.11
            ],
            [
              -83.28,
              29.15
            ],
            [
              -83.28,
              29.18
            ],
            [
              -83.25,
              29.23
            ]
          ]
        ]
      },
      "raw_probability": 0.3011,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "410c83db59a88dfafe5677854033ea55f739b12f4e35c8aa76822181eb4d1f74",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.3011,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12f235c5b3ed1ab28df839013a005f1eb7fb35d8eb52c6345bf294202c109650"
      },
      "receipt_sha256": "12f235c5b3ed1ab28df839013a005f1eb7fb35d8eb52c6345bf294202c109650"
    },
    {
      "storm_id": "31755",
      "lat": 44.7257,
      "lon": -79.1193,
      "motion_east": 4.2,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1905.0,
      "ebshear": 37.0,
      "srh01": 156.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9749
        },
        {
          "name": "alignment",
          "value": 3.2841
        },
        {
          "name": "tau",
          "value": 2.07
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2993
      },
      "coherence_score": 2.070007801055908,
      "coherence_diagnostics": {
        "tau": 2.070007801055908,
        "grad_tau": 0.1836542934179306,
        "torsion": 0.0,
        "alignment": 3.284116506576538,
        "S_field": 0.5032659769058228,
        "Gamma_field": 0.27677327394485474,
        "S_over_Gamma": 1.8183330297470093,
        "Da": 15.663729667663574,
        "E_coh": 0.682285487651825,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.16,
              44.77
            ],
            [
              -79.12,
              44.77
            ],
            [
              -79.11,
              44.76
            ],
            [
              -79.04,
              44.75
            ],
            [
              -79.04,
              44.7
            ],
            [
              -79.06,
              44.68
            ],
            [
              -79.07,
              44.68
            ],
            [
              -79.08,
              44.69
            ],
            [
              -79.13,
              44.69
            ],
            [
              -79.15,
              44.71
            ],
            [
              -79.17,
              44.71
            ],
            [
              -79.19,
              44.73
            ],
            [
              -79.19,
              44.75
            ],
            [
              -79.16,
              44.77
            ]
          ]
        ]
      },
      "raw_probability": 0.2993,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d1a185126490e1403b89ac0c7bf110ae85f8d4d4c6978c4ca0e80466dca57b45",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2993,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e3158c68f4fabf0c79f9925925ad8d6126ba0ffbef9f0e57d7a46245713cd24"
      },
      "receipt_sha256": "6e3158c68f4fabf0c79f9925925ad8d6126ba0ffbef9f0e57d7a46245713cd24"
    },
    {
      "storm_id": "31598",
      "lat": 43.1077,
      "lon": -81.0454,
      "motion_east": 6.1,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2464.0,
      "ebshear": 47.0,
      "srh01": 126.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 126.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 3.6418
        },
        {
          "name": "tau",
          "value": 2.4373
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2982
      },
      "coherence_score": 2.437300205230713,
      "coherence_diagnostics": {
        "tau": 2.437300205230713,
        "grad_tau": 0.5425820350646973,
        "torsion": 0.0,
        "alignment": 3.641770362854004,
        "S_field": 0.5250748991966248,
        "Gamma_field": 0.33760663866996765,
        "S_over_Gamma": 1.5552860498428345,
        "Da": 19.627681732177734,
        "E_coh": 0.83663409948349,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.06,
              43.16
            ],
            [
              -81.02,
              43.14
            ],
            [
              -81.0,
              43.14
            ],
            [
              -80.98,
              43.12
            ],
            [
              -80.98,
              43.09
            ],
            [
              -81.01,
              43.05
            ],
            [
              -81.06,
              43.05
            ],
            [
              -81.07,
              43.07
            ],
            [
              -81.09,
              43.09
            ],
            [
              -81.1,
              43.09
            ],
            [
              -81.1,
              43.1
            ],
            [
              -81.06,
              43.14
            ],
            [
              -81.06,
              43.16
            ]
          ]
        ]
      },
      "raw_probability": 0.2982,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "93ae29768e827029599f595155b24134e93a8963d89b6ff3df1b1b747f7eaaca",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2982,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9e672c53d14b1a893e8c65be186fe16945f3a84cdcefeaffd3b2c8d630bd0a4"
      },
      "receipt_sha256": "f9e672c53d14b1a893e8c65be186fe16945f3a84cdcefeaffd3b2c8d630bd0a4"
    },
    {
      "storm_id": "31745",
      "lat": 28.1163,
      "lon": -83.5187,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2555.0,
      "ebshear": 8.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.5999
        },
        {
          "name": "alignment",
          "value": -1.8967
        },
        {
          "name": "tau",
          "value": 2.5557
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2968
      },
      "coherence_score": 2.555727958679199,
      "coherence_diagnostics": {
        "tau": 2.555727958679199,
        "grad_tau": 0.4789775311946869,
        "torsion": 0.0,
        "alignment": -1.8966782093048096,
        "S_field": 0.6924348473548889,
        "Gamma_field": 0.22343994677066803,
        "S_over_Gamma": 3.09897518157959,
        "Da": 14.02585506439209,
        "E_coh": 0.8713468313217163,
        "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": [
          [
            [
              -83.53,
              28.18
            ],
            [
              -83.5,
              28.17
            ],
            [
              -83.48,
              28.15
            ],
            [
              -83.46,
              28.15
            ],
            [
              -83.46,
              28.13
            ],
            [
              -83.51,
              28.09
            ],
            [
              -83.52,
              28.05
            ],
            [
              -83.54,
              28.04
            ],
            [
              -83.55,
              28.05
            ],
            [
              -83.54,
              28.06
            ],
            [
              -83.54,
              28.09
            ],
            [
              -83.53,
              28.1
            ],
            [
              -83.54,
              28.11
            ],
            [
              -83.54,
              28.15
            ],
            [
              -83.53,
              28.16
            ],
            [
              -83.53,
              28.18
            ]
          ]
        ]
      },
      "raw_probability": 0.2968,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "39af2d5980df1a1472ff9dafec8a5bc4764ee96f1d38f09cd7959820a59f48a8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2968,
        "probability": 0.003258,
        "confidence_lo": 0.003152,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7632216e5dbc4b16ce03e0b4181d650230a9876bbefe9f742c0a2c9d9bbdd50"
      },
      "receipt_sha256": "c7632216e5dbc4b16ce03e0b4181d650230a9876bbefe9f742c0a2c9d9bbdd50"
    },
    {
      "storm_id": "31806",
      "lat": 33.3989,
      "lon": -79.4311,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3450.0,
      "ebshear": 14.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0999
        },
        {
          "name": "alignment",
          "value": -4.5086
        },
        {
          "name": "tau",
          "value": 2.7855
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2939
      },
      "coherence_score": 2.7855477333068848,
      "coherence_diagnostics": {
        "tau": 2.7855477333068848,
        "grad_tau": 0.3047235906124115,
        "torsion": 0.0,
        "alignment": -4.508641719818115,
        "S_field": 0.3586372435092926,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 1.617134690284729,
        "Da": 12.931288719177246,
        "E_coh": 0.7993678450584412,
        "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": [
          [
            [
              -79.44,
              33.44
            ],
            [
              -79.42,
              33.44
            ],
            [
              -79.39,
              33.42
            ],
            [
              -79.39,
              33.36
            ],
            [
              -79.4,
              33.35
            ],
            [
              -79.48,
              33.35
            ],
            [
              -79.48,
              33.37
            ],
            [
              -79.44,
              33.42
            ],
            [
              -79.44,
              33.44
            ]
          ]
        ]
      },
      "raw_probability": 0.2939,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "58378111db97aebfac04effe736eba1b98d0855212467de8b1c43e21daa1bb8b",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2939,
        "probability": 0.003255,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.003258,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab4d91c19795f1f742ca4c68650051d20bac5bf6c9298b67dfc8f10c2b670c67"
      },
      "receipt_sha256": "ab4d91c19795f1f742ca4c68650051d20bac5bf6c9298b67dfc8f10c2b670c67"
    },
    {
      "storm_id": "31784",
      "lat": 47.9325,
      "lon": -80.0337,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 935.0,
      "ebshear": 22.0,
      "srh01": 68.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8499
        },
        {
          "name": "alignment",
          "value": 0.9852
        },
        {
          "name": "tau",
          "value": 0.8926
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.293
      },
      "coherence_score": 0.8926205635070801,
      "coherence_diagnostics": {
        "tau": 0.8926205635070801,
        "grad_tau": 0.3722207248210907,
        "torsion": 0.0,
        "alignment": 0.9852010011672974,
        "S_field": 0.18090645968914032,
        "Gamma_field": 0.1601066142320633,
        "S_over_Gamma": 1.1299124956130981,
        "Da": 9.37962532043457,
        "E_coh": 0.304709792137146,
        "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": [
          [
            [
              -80.04,
              47.97
            ],
            [
              -79.99,
              47.96
            ],
            [
              -79.99,
              47.91
            ],
            [
              -80.02,
              47.89
            ],
            [
              -80.05,
              47.89
            ],
            [
              -80.07,
              47.92
            ],
            [
              -80.07,
              47.95
            ],
            [
              -80.04,
              47.97
            ]
          ]
        ]
      },
      "raw_probability": 0.293,
      "confidence_lo": 0.0024,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "853f7b12a65aeb8f59640b3e19299bade853e1ecb7bbc23587b1141265ac943c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.293,
        "probability": 0.003192,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.003194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "251c36c1f29e94b6d0bd0d3fed06424606b5c0ac7032eaf1f940b6f0de7c0e3c"
      },
      "receipt_sha256": "251c36c1f29e94b6d0bd0d3fed06424606b5c0ac7032eaf1f940b6f0de7c0e3c"
    },
    {
      "storm_id": "31668",
      "lat": 43.8656,
      "lon": -79.3222,
      "motion_east": 4.9,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2213.0,
      "ebshear": 43.0,
      "srh01": 198.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 198.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 4.9785
        },
        {
          "name": "tau",
          "value": 2.2735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2927
      },
      "coherence_score": 2.2734785079956055,
      "coherence_diagnostics": {
        "tau": 2.2734785079956055,
        "grad_tau": 0.35373684763908386,
        "torsion": 0.0,
        "alignment": 4.978451728820801,
        "S_field": 0.7194367051124573,
        "Gamma_field": 0.345939964056015,
        "S_over_Gamma": 2.079657793045044,
        "Da": 19.560758590698242,
        "E_coh": 0.7723255157470703,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.34,
              43.9
            ],
            [
              -79.31,
              43.9
            ],
            [
              -79.27,
              43.88
            ],
            [
              -79.27,
              43.84
            ],
            [
              -79.29,
              43.82
            ],
            [
              -79.34,
              43.82
            ],
            [
              -79.37,
              43.85
            ],
            [
              -79.37,
              43.88
            ],
            [
              -79.34,
              43.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2927,
      "confidence_lo": 0.0024,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6390bf81354fec7ac70b6c1781c76f879a6e3bde8a2333f65917fedf7df1eb77",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2927,
        "probability": 0.003192,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.003194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec713d51e0277afdd58a2236ecf7293903a79e70cdee22cd67c4a4ac289c72c0"
      },
      "receipt_sha256": "ec713d51e0277afdd58a2236ecf7293903a79e70cdee22cd67c4a4ac289c72c0"
    },
    {
      "storm_id": "31122",
      "lat": 43.4989,
      "lon": -80.8044,
      "motion_east": 5.7,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2717.0,
      "ebshear": 48.0,
      "srh01": 120.0,
      "maxllaz": 0.005,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8499
        },
        {
          "name": "alignment",
          "value": 4.5716
        },
        {
          "name": "tau",
          "value": 2.4433
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2862
      },
      "coherence_score": 2.4432735443115234,
      "coherence_diagnostics": {
        "tau": 2.4432735443115234,
        "grad_tau": 0.4651561677455902,
        "torsion": 0.0,
        "alignment": 4.571611404418945,
        "S_field": 0.6340740919113159,
        "Gamma_field": 0.41093993186950684,
        "S_over_Gamma": 1.5429848432540894,
        "Da": 23.26791000366211,
        "E_coh": 0.7842339277267456,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.91,
              43.53
            ],
            [
              -80.89,
              43.53
            ],
            [
              -80.88,
              43.52
            ],
            [
              -80.83,
              43.52
            ],
            [
              -80.82,
              43.51
            ],
            [
              -80.73,
              43.51
            ],
            [
              -80.72,
              43.52
            ],
            [
              -80.63,
              43.53
            ],
            [
              -80.61,
              43.52
            ],
            [
              -80.61,
              43.46
            ],
            [
              -80.63,
              43.44
            ],
            [
              -80.82,
              43.44
            ],
            [
              -80.83,
              43.45
            ],
            [
              -80.9,
              43.45
            ],
            [
              -80.9,
              43.48
            ],
            [
              -80.94,
              43.52
            ],
            [
              -80.92,
              43.52
            ],
            [
              -80.91,
              43.53
            ]
          ]
        ]
      },
      "raw_probability": 0.2862,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "e18aa9d6a36938a41314e3edcf7111590fcb4e07677b3504dbe0b7eeca2b91e8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2862,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "550d635f1883381fff669f098edf881c41b62a2f1cf9100f9942b8edaecc1c3b"
      },
      "receipt_sha256": "550d635f1883381fff669f098edf881c41b62a2f1cf9100f9942b8edaecc1c3b"
    },
    {
      "storm_id": "31302",
      "lat": 28.725,
      "lon": -83.336,
      "motion_east": 0.4,
      "motion_south": -13.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2734.0,
      "ebshear": 11.0,
      "srh01": 62.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.9749
        },
        {
          "name": "alignment",
          "value": 0.6568
        },
        {
          "name": "tau",
          "value": 2.9825
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2824
      },
      "coherence_score": 2.982499599456787,
      "coherence_diagnostics": {
        "tau": 2.982499599456787,
        "grad_tau": 0.2169220745563507,
        "torsion": 0.0,
        "alignment": 0.6568265557289124,
        "S_field": 1.0238032341003418,
        "Gamma_field": 0.20843994617462158,
        "S_over_Gamma": 4.911742210388184,
        "Da": 12.989972114562988,
        "E_coh": 0.9547275900840759,
        "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": [
          [
            [
              -83.38,
              28.83
            ],
            [
              -83.32,
              28.82
            ],
            [
              -83.29,
              28.78
            ],
            [
              -83.29,
              28.75
            ],
            [
              -83.28,
              28.74
            ],
            [
              -83.29,
              28.73
            ],
            [
              -83.29,
              28.71
            ],
            [
              -83.28,
              28.7
            ],
            [
              -83.29,
              28.69
            ],
            [
              -83.29,
              28.67
            ],
            [
              -83.32,
              28.64
            ],
            [
              -83.32,
              28.63
            ],
            [
              -83.37,
              28.63
            ],
            [
              -83.37,
              28.65
            ],
            [
              -83.39,
              28.68
            ],
            [
              -83.39,
              28.73
            ],
            [
              -83.4,
              28.74
            ],
            [
              -83.4,
              28.76
            ],
            [
              -83.38,
              28.79
            ],
            [
              -83.38,
              28.83
            ]
          ]
        ]
      },
      "raw_probability": 0.2824,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d2f35bb38fdf624dee81077efdb749c0847988d75d467550f04747a8e97a9ac9",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2824,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6181d9a3dca894d56b6e87c8566f754b165eb28f439db30c92e3fa6e40f8e301"
      },
      "receipt_sha256": "6181d9a3dca894d56b6e87c8566f754b165eb28f439db30c92e3fa6e40f8e301"
    },
    {
      "storm_id": "31557",
      "lat": 33.57,
      "lon": -79.31,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2907.0,
      "ebshear": 14.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0999
        },
        {
          "name": "alignment",
          "value": -4.5086
        },
        {
          "name": "tau",
          "value": 2.7855
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2793
      },
      "coherence_score": 2.7855477333068848,
      "coherence_diagnostics": {
        "tau": 2.7855477333068848,
        "grad_tau": 0.3047235906124115,
        "torsion": 0.0,
        "alignment": -4.508641719818115,
        "S_field": 0.3586372435092926,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 1.617134690284729,
        "Da": 12.931288719177246,
        "E_coh": 0.7993678450584412,
        "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": [
          [
            [
              -79.34,
              33.6
            ],
            [
              -79.28,
              33.6
            ],
            [
              -79.27,
              33.59
            ],
            [
              -79.27,
              33.53
            ],
            [
              -79.33,
              33.53
            ],
            [
              -79.34,
              33.54
            ],
            [
              -79.34,
              33.6
            ]
          ]
        ]
      },
      "raw_probability": 0.2793,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6f6795cc692595247599b4602cddfe39930220a8fd56c866e0e7cf83d446665d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2793,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f28756b5170b98a652f2f163464912e7f8d44242a5361b4bf017686e6f8288d"
      },
      "receipt_sha256": "8f28756b5170b98a652f2f163464912e7f8d44242a5361b4bf017686e6f8288d"
    },
    {
      "storm_id": "31056",
      "lat": 44.5077,
      "lon": -79.1627,
      "motion_east": 4.1,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 36.0,
      "srh01": 162.0,
      "maxllaz": 0.013,
      "mesh": 0.59,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9749
        },
        {
          "name": "alignment",
          "value": 3.2841
        },
        {
          "name": "tau",
          "value": 2.07
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2789
      },
      "coherence_score": 2.070007801055908,
      "coherence_diagnostics": {
        "tau": 2.070007801055908,
        "grad_tau": 0.1836542934179306,
        "torsion": 0.0,
        "alignment": 3.284116506576538,
        "S_field": 0.5032659769058228,
        "Gamma_field": 0.27677327394485474,
        "S_over_Gamma": 1.8183330297470093,
        "Da": 15.663729667663574,
        "E_coh": 0.682285487651825,
        "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": [
          [
            [
              -79.08,
              44.6
            ],
            [
              -79.0,
              44.59
            ],
            [
              -78.97,
              44.57
            ],
            [
              -78.97,
              44.52
            ],
            [
              -79.05,
              44.45
            ],
            [
              -79.07,
              44.45
            ],
            [
              -79.08,
              44.44
            ],
            [
              -79.14,
              44.44
            ],
            [
              -79.15,
              44.45
            ],
            [
              -79.16,
              44.44
            ],
            [
              -79.24,
              44.42
            ],
            [
              -79.28,
              44.45
            ],
            [
              -79.29,
              44.45
            ],
            [
              -79.32,
              44.48
            ],
            [
              -79.32,
              44.52
            ],
            [
              -79.31,
              44.53
            ],
            [
              -79.27,
              44.54
            ],
            [
              -79.26,
              44.55
            ],
            [
              -79.22,
              44.55
            ],
            [
              -79.21,
              44.56
            ],
            [
              -79.11,
              44.57
            ],
            [
              -79.08,
              44.6
            ]
          ]
        ]
      },
      "raw_probability": 0.2789,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "87addf952f7054b968a03fbbfa46e8bddb41f592ad30d54b78a6e53117ea59d1",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2789,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "82d0c86e84c514c722173001313214dd26aca17e13e3ebc8037bf2b31849922e"
      },
      "receipt_sha256": "82d0c86e84c514c722173001313214dd26aca17e13e3ebc8037bf2b31849922e"
    },
    {
      "storm_id": "30159",
      "lat": 31.0046,
      "lon": -84.18,
      "motion_east": 2.3,
      "motion_south": -10.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2256.0,
      "ebshear": 9.0,
      "srh01": 62.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3499
        },
        {
          "name": "alignment",
          "value": -2.1395
        },
        {
          "name": "tau",
          "value": 2.023
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2774
      },
      "coherence_score": 2.023036479949951,
      "coherence_diagnostics": {
        "tau": 2.023036479949951,
        "grad_tau": 0.5127912163734436,
        "torsion": 0.0,
        "alignment": -2.13948917388916,
        "S_field": 0.18767520785331726,
        "Gamma_field": 0.4909399449825287,
        "S_over_Gamma": 0.38227730989456177,
        "Da": 29.66854476928711,
        "E_coh": 0.24470333755016327,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.21,
              31.06
            ],
            [
              -84.16,
              31.06
            ],
            [
              -84.15,
              31.05
            ],
            [
              -84.14,
              31.01
            ],
            [
              -84.13,
              31.0
            ],
            [
              -84.13,
              30.94
            ],
            [
              -84.14,
              30.93
            ],
            [
              -84.18,
              30.93
            ],
            [
              -84.22,
              30.96
            ],
            [
              -84.23,
              30.98
            ],
            [
              -84.23,
              31.03
            ],
            [
              -84.21,
              31.05
            ],
            [
              -84.21,
              31.06
            ]
          ]
        ]
      },
      "raw_probability": 0.2774,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "d88c28fe34461f9d38565d00be2956c2081291c97296b1260dcf334a36778cf5",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2774,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "000f5eac99f122c05b0b715db085dd0e3a17a13faee8805c4f72bca8de8d36f1"
      },
      "receipt_sha256": "000f5eac99f122c05b0b715db085dd0e3a17a13faee8805c4f72bca8de8d36f1"
    },
    {
      "storm_id": "31181",
      "lat": 43.3867,
      "lon": -80.9989,
      "motion_east": 5.9,
      "motion_south": 0.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2725.0,
      "ebshear": 45.0,
      "srh01": 119.0,
      "maxllaz": 0.006,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 3.6418
        },
        {
          "name": "tau",
          "value": 2.4373
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2764
      },
      "coherence_score": 2.437300205230713,
      "coherence_diagnostics": {
        "tau": 2.437300205230713,
        "grad_tau": 0.5425820350646973,
        "torsion": 0.0,
        "alignment": 3.641770362854004,
        "S_field": 0.5250748991966248,
        "Gamma_field": 0.33760663866996765,
        "S_over_Gamma": 1.5552860498428345,
        "Da": 19.627681732177734,
        "E_coh": 0.83663409948349,
        "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": [
          [
            [
              -81.02,
              43.42
            ],
            [
              -80.96,
              43.42
            ],
            [
              -80.95,
              43.41
            ],
            [
              -80.95,
              43.36
            ],
            [
              -80.99,
              43.34
            ],
            [
              -81.02,
              43.34
            ],
            [
              -81.04,
              43.36
            ],
            [
              -81.04,
              43.41
            ],
            [
              -81.02,
              43.42
            ]
          ]
        ]
      },
      "raw_probability": 0.2764,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0f93345966dd6d24cdbfe0a741ddfad562954611bc6c36c629a33881d4596b25",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2764,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1eeb68350bc2b83653b2a4625ae0b32f0560c8bab8678ae67cb160467089868f"
      },
      "receipt_sha256": "1eeb68350bc2b83653b2a4625ae0b32f0560c8bab8678ae67cb160467089868f"
    },
    {
      "storm_id": "30768",
      "lat": 30.8692,
      "lon": -83.9108,
      "motion_east": 0.4,
      "motion_south": -13.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2204.0,
      "ebshear": 8.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3499
        },
        {
          "name": "alignment",
          "value": -2.1395
        },
        {
          "name": "tau",
          "value": 2.023
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2703
      },
      "coherence_score": 2.023036479949951,
      "coherence_diagnostics": {
        "tau": 2.023036479949951,
        "grad_tau": 0.5127912163734436,
        "torsion": 0.0,
        "alignment": -2.13948917388916,
        "S_field": 0.18767520785331726,
        "Gamma_field": 0.4909399449825287,
        "S_over_Gamma": 0.38227730989456177,
        "Da": 29.66854476928711,
        "E_coh": 0.24470333755016327,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.95,
              31.0
            ],
            [
              -83.92,
              31.0
            ],
            [
              -83.87,
              30.96
            ],
            [
              -83.86,
              30.92
            ],
            [
              -83.87,
              30.91
            ],
            [
              -83.87,
              30.89
            ],
            [
              -83.89,
              30.87
            ],
            [
              -83.89,
              30.83
            ],
            [
              -83.87,
              30.81
            ],
            [
              -83.83,
              30.81
            ],
            [
              -83.81,
              30.79
            ],
            [
              -83.82,
              30.75
            ],
            [
              -83.84,
              30.74
            ],
            [
              -83.87,
              30.74
            ],
            [
              -83.92,
              30.81
            ],
            [
              -83.95,
              30.81
            ],
            [
              -83.96,
              30.82
            ],
            [
              -83.96,
              30.84
            ],
            [
              -83.95,
              30.85
            ],
            [
              -83.99,
              30.89
            ],
            [
              -84.01,
              30.9
            ],
            [
              -84.01,
              30.95
            ],
            [
              -84.0,
              30.97
            ],
            [
              -83.95,
              31.0
            ]
          ]
        ]
      },
      "raw_probability": 0.2703,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "97c31464e7f9c91009a394ee95a60f728f054051c3cbc6464a2eb659dd7434cd",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2703,
        "probability": 0.002669,
        "confidence_lo": 0.002427,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2bf1406d77d44d4e2ae317137d00911f1f3d796ca1760b258ea8fc4b2796b922"
      },
      "receipt_sha256": "2bf1406d77d44d4e2ae317137d00911f1f3d796ca1760b258ea8fc4b2796b922"
    },
    {
      "storm_id": "31545",
      "lat": 44.5631,
      "lon": -84.1169,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1683.0,
      "ebshear": 24.0,
      "srh01": 58.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4749
        },
        {
          "name": "alignment",
          "value": 6.2149
        },
        {
          "name": "tau",
          "value": 1.5848
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.263
      },
      "coherence_score": 1.584782361984253,
      "coherence_diagnostics": {
        "tau": 1.584782361984253,
        "grad_tau": 0.3239476978778839,
        "torsion": 0.0,
        "alignment": 6.214889049530029,
        "S_field": 0.27406057715415955,
        "Gamma_field": 0.17927327752113342,
        "S_over_Gamma": 1.5287307500839233,
        "Da": 10.268136024475098,
        "E_coh": 0.5029962062835693,
        "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": [
          [
            [
              -84.15,
              44.6
            ],
            [
              -84.08,
              44.6
            ],
            [
              -84.09,
              44.57
            ],
            [
              -84.07,
              44.55
            ],
            [
              -84.07,
              44.53
            ],
            [
              -84.08,
              44.52
            ],
            [
              -84.13,
              44.52
            ],
            [
              -84.14,
              44.53
            ],
            [
              -84.14,
              44.55
            ],
            [
              -84.12,
              44.57
            ],
            [
              -84.14,
              44.59
            ],
            [
              -84.16,
              44.59
            ],
            [
              -84.15,
              44.6
            ]
          ]
        ]
      },
      "raw_probability": 0.263,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "541180f3d1677e792da2a1a403e780c6a7b6c2fcdcf688b2cff2b65dc75177f5",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.263,
        "probability": 0.002669,
        "confidence_lo": 0.002374,
        "confidence_hi": 0.00267,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "822e736a8dd4dce0536600e406308dd181241ed6260e4f6e7df5c08b67f1a7ac"
      },
      "receipt_sha256": "822e736a8dd4dce0536600e406308dd181241ed6260e4f6e7df5c08b67f1a7ac"
    },
    {
      "storm_id": "31672",
      "lat": 43.166,
      "lon": -80.8653,
      "motion_east": 5.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2371.0,
      "ebshear": 48.0,
      "srh01": 127.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 3.6418
        },
        {
          "name": "tau",
          "value": 2.4373
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2569
      },
      "coherence_score": 2.437300205230713,
      "coherence_diagnostics": {
        "tau": 2.437300205230713,
        "grad_tau": 0.5425820350646973,
        "torsion": 0.0,
        "alignment": 3.641770362854004,
        "S_field": 0.5250748991966248,
        "Gamma_field": 0.33760663866996765,
        "S_over_Gamma": 1.5552860498428345,
        "Da": 19.627681732177734,
        "E_coh": 0.83663409948349,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.96,
              43.22
            ],
            [
              -80.94,
              43.22
            ],
            [
              -80.89,
              43.18
            ],
            [
              -80.86,
              43.18
            ],
            [
              -80.85,
              43.17
            ],
            [
              -80.8,
              43.17
            ],
            [
              -80.77,
              43.15
            ],
            [
              -80.73,
              43.15
            ],
            [
              -80.72,
              43.13
            ],
            [
              -80.75,
              43.09
            ],
            [
              -80.86,
              43.1
            ],
            [
              -80.95,
              43.15
            ],
            [
              -80.97,
              43.15
            ],
            [
              -80.97,
              43.21
            ],
            [
              -80.96,
              43.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2569,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "3c0f1e4e047e8673b75fa4548dbeef3738c3ed5a1178ad06162d2ca22a01979c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2569,
        "probability": 0.002507,
        "confidence_lo": 0.002374,
        "confidence_hi": 0.002507,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9fef95bfd6741f789d183c627f7b83002842202c16277bc8e9bd0727b0b416b"
      },
      "receipt_sha256": "a9fef95bfd6741f789d183c627f7b83002842202c16277bc8e9bd0727b0b416b"
    },
    {
      "storm_id": "31802",
      "lat": 33.6936,
      "lon": -79.4286,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2944.0,
      "ebshear": 12.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0999
        },
        {
          "name": "alignment",
          "value": -4.9404
        },
        {
          "name": "tau",
          "value": 2.5696
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.256
      },
      "coherence_score": 2.5696446895599365,
      "coherence_diagnostics": {
        "tau": 2.5696446895599365,
        "grad_tau": 0.34327733516693115,
        "torsion": 0.0,
        "alignment": -4.940391540527344,
        "S_field": 0.4336543083190918,
        "Gamma_field": 0.21427327394485474,
        "S_over_Gamma": 2.0238375663757324,
        "Da": 14.318228721618652,
        "E_coh": 0.9423720240592957,
        "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": [
          [
            [
              -79.44,
              33.73
            ],
            [
              -79.42,
              33.72
            ],
            [
              -79.41,
              33.73
            ],
            [
              -79.4,
              33.72
            ],
            [
              -79.38,
              33.72
            ],
            [
              -79.38,
              33.7
            ],
            [
              -79.4,
              33.68
            ],
            [
              -79.4,
              33.64
            ],
            [
              -79.42,
              33.63
            ],
            [
              -79.48,
              33.63
            ],
            [
              -79.5,
              33.64
            ],
            [
              -79.48,
              33.72
            ],
            [
              -79.45,
              33.72
            ],
            [
              -79.44,
              33.73
            ]
          ]
        ]
      },
      "raw_probability": 0.256,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "eec66162ab869310de151d8bad59800222a831f08fc7e3c8dbbff454d1d098a6",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.256,
        "probability": 0.002507,
        "confidence_lo": 0.002374,
        "confidence_hi": 0.002507,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "487e5e5338c2104dd7e8b4254b794bcbb0bc250cedbca326ca024906916ec161"
      },
      "receipt_sha256": "487e5e5338c2104dd7e8b4254b794bcbb0bc250cedbca326ca024906916ec161"
    },
    {
      "storm_id": "30987",
      "lat": 44.2193,
      "lon": -79.51,
      "motion_east": 4.0,
      "motion_south": -5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2349.0,
      "ebshear": 39.0,
      "srh01": 154.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3499
        },
        {
          "name": "alignment",
          "value": 4.9785
        },
        {
          "name": "tau",
          "value": 2.2735
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2395
      },
      "coherence_score": 2.2734785079956055,
      "coherence_diagnostics": {
        "tau": 2.2734785079956055,
        "grad_tau": 0.35373684763908386,
        "torsion": 0.0,
        "alignment": 4.978451728820801,
        "S_field": 0.7194367051124573,
        "Gamma_field": 0.345939964056015,
        "S_over_Gamma": 2.079657793045044,
        "Da": 19.560758590698242,
        "E_coh": 0.7723255157470703,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.45,
              44.26
            ],
            [
              -79.43,
              44.26
            ],
            [
              -79.42,
              44.24
            ],
            [
              -79.47,
              44.18
            ],
            [
              -79.51,
              44.18
            ],
            [
              -79.52,
              44.17
            ],
            [
              -79.59,
              44.17
            ],
            [
              -79.6,
              44.18
            ],
            [
              -79.6,
              44.19
            ],
            [
              -79.57,
              44.22
            ],
            [
              -79.58,
              44.25
            ],
            [
              -79.5,
              44.25
            ],
            [
              -79.49,
              44.24
            ],
            [
              -79.47,
              44.24
            ],
            [
              -79.45,
              44.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2395,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "fa826ce36d5e8cb66eea6a7d704b55cbf8bb8d674d3ed86985445e015fdd7803",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2395,
        "probability": 0.002507,
        "confidence_lo": 0.002374,
        "confidence_hi": 0.002507,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd4fe3b68c0418a59d3cef2612e9a59dde966bf75eb79fd7b378e42042d6685e"
      },
      "receipt_sha256": "bd4fe3b68c0418a59d3cef2612e9a59dde966bf75eb79fd7b378e42042d6685e"
    },
    {
      "storm_id": "31804",
      "lat": 33.5364,
      "lon": -79.4355,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3022.0,
      "ebshear": 13.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0999
        },
        {
          "name": "alignment",
          "value": -4.5086
        },
        {
          "name": "tau",
          "value": 2.7855
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.238
      },
      "coherence_score": 2.7855477333068848,
      "coherence_diagnostics": {
        "tau": 2.7855477333068848,
        "grad_tau": 0.3047235906124115,
        "torsion": 0.0,
        "alignment": -4.508641719818115,
        "S_field": 0.3586372435092926,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 1.617134690284729,
        "Da": 12.931288719177246,
        "E_coh": 0.7993678450584412,
        "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": [
          [
            [
              -79.45,
              33.57
            ],
            [
              -79.39,
              33.57
            ],
            [
              -79.38,
              33.56
            ],
            [
              -79.41,
              33.53
            ],
            [
              -79.41,
              33.51
            ],
            [
              -79.43,
              33.49
            ],
            [
              -79.46,
              33.49
            ],
            [
              -79.5,
              33.51
            ],
            [
              -79.45,
              33.54
            ],
            [
              -79.46,
              33.56
            ],
            [
              -79.45,
              33.57
            ]
          ]
        ]
      },
      "raw_probability": 0.238,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "813c4ff5d29d93de802a6fafa1b5de539c86bd8b711d8d3be40f84fee6a928a2",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.238,
        "probability": 0.002507,
        "confidence_lo": 0.002374,
        "confidence_hi": 0.002507,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34f57580c5022d53d9b66eda11e4c9eb2757f87426b9f2e5483c3326d83b3ac9"
      },
      "receipt_sha256": "34f57580c5022d53d9b66eda11e4c9eb2757f87426b9f2e5483c3326d83b3ac9"
    },
    {
      "storm_id": "31413",
      "lat": 49.0177,
      "lon": -79.7831,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 424.0,
      "ebshear": 19.0,
      "srh01": 99.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.4749
        },
        {
          "name": "alignment",
          "value": -8.4998
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2346
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5968586802482605,
        "torsion": 0.0,
        "alignment": -8.49978256225586,
        "S_field": 0.23148298263549805,
        "Gamma_field": 0.17093993723392487,
        "S_over_Gamma": 1.3541773557662964,
        "Da": 11.155940055847168,
        "E_coh": 0.7108128070831299,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.8,
              49.06
            ],
            [
              -79.77,
              49.06
            ],
            [
              -79.77,
              49.05
            ],
            [
              -79.74,
              49.02
            ],
            [
              -79.73,
              49.0
            ],
            [
              -79.74,
              48.97
            ],
            [
              -79.76,
              48.98
            ],
            [
              -79.78,
              48.97
            ],
            [
              -79.82,
              48.98
            ],
            [
              -79.83,
              49.01
            ],
            [
              -79.82,
              49.02
            ],
            [
              -79.82,
              49.05
            ],
            [
              -79.8,
              49.06
            ]
          ]
        ]
      },
      "raw_probability": 0.2346,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f543b037a56f186aa2825351329fe55b1048b84ea9a7c743ce62d72c5b742b40",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2346,
        "probability": 0.002507,
        "confidence_lo": 0.002374,
        "confidence_hi": 0.002507,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6276a2dd65870a934e1cccb24241c1460672bf3c31b21126d3e0a6dafad7895"
      },
      "receipt_sha256": "e6276a2dd65870a934e1cccb24241c1460672bf3c31b21126d3e0a6dafad7895"
    },
    {
      "storm_id": "31654",
      "lat": 34.4952,
      "lon": -74.4645,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2983.0,
      "ebshear": 21.0,
      "srh01": 53.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2249
        },
        {
          "name": "alignment",
          "value": 3.0245
        },
        {
          "name": "tau",
          "value": 5.2577
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2194
      },
      "coherence_score": 5.257656574249268,
      "coherence_diagnostics": {
        "tau": 5.257656574249268,
        "grad_tau": 0.5422970056533813,
        "torsion": 0.0,
        "alignment": 3.024531841278076,
        "S_field": 1.632429838180542,
        "Gamma_field": 0.16177327930927277,
        "S_over_Gamma": 10.090849876403809,
        "Da": 10.768131256103516,
        "E_coh": 0.9351122975349426,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.5,
              34.55
            ],
            [
              -74.49,
              34.55
            ],
            [
              -74.48,
              34.54
            ],
            [
              -74.47,
              34.53
            ],
            [
              -74.46,
              34.52
            ],
            [
              -74.46,
              34.51
            ],
            [
              -74.45,
              34.5
            ],
            [
              -74.44,
              34.5
            ],
            [
              -74.43,
              34.5
            ],
            [
              -74.42,
              34.51
            ],
            [
              -74.42,
              34.52
            ],
            [
              -74.42,
              34.51
            ],
            [
              -74.42,
              34.5
            ],
            [
              -74.42,
              34.49
            ],
            [
              -74.42,
              34.48
            ],
            [
              -74.42,
              34.47
            ],
            [
              -74.42,
              34.48
            ],
            [
              -74.42,
              34.49
            ],
            [
              -74.43,
              34.5
            ],
            [
              -74.44,
              34.5
            ],
            [
              -74.45,
              34.5
            ],
            [
              -74.46,
              34.49
            ],
            [
              -74.46,
              34.48
            ],
            [
              -74.46,
              34.47
            ],
            [
              -74.47,
              34.46
            ],
            [
              -74.48,
              34.45
            ],
            [
              -74.48,
              34.44
            ],
            [
              -74.49,
              34.43
            ],
            [
              -74.5,
              34.44
            ],
            [
              -74.5,
              34.45
            ],
            [
              -74.5,
              34.46
            ],
            [
              -74.5,
              34.47
            ],
            [
              -74.5,
              34.48
            ],
            [
              -74.5,
              34.49
            ],
            [
              -74.5,
              34.5
            ],
            [
              -74.5,
              34.51
            ],
            [
              -74.5,
              34.52
            ],
            [
              -74.5,
              34.53
            ],
            [
              -74.5,
              34.54
            ],
            [
              -74.5,
              34.55
            ]
          ]
        ]
      },
      "raw_probability": 0.2194,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "19963f601636cae26bb37644920170a1cf2b04ea9da302cdd807eb24c382d2ab",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2194,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "453d810dac620e5646d3857e6e7da67b3a0736671bc55f517e77daa095c2d74d"
      },
      "receipt_sha256": "453d810dac620e5646d3857e6e7da67b3a0736671bc55f517e77daa095c2d74d"
    },
    {
      "storm_id": "31801",
      "lat": 33.9479,
      "lon": -79.1043,
      "motion_east": 5.3,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3071.0,
      "ebshear": 12.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0999
        },
        {
          "name": "alignment",
          "value": -4.9404
        },
        {
          "name": "tau",
          "value": 2.5696
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2156
      },
      "coherence_score": 2.5696446895599365,
      "coherence_diagnostics": {
        "tau": 2.5696446895599365,
        "grad_tau": 0.34327733516693115,
        "torsion": 0.0,
        "alignment": -4.940391540527344,
        "S_field": 0.4336543083190918,
        "Gamma_field": 0.21427327394485474,
        "S_over_Gamma": 2.0238375663757324,
        "Da": 14.318228721618652,
        "E_coh": 0.9423720240592957,
        "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": [
          [
            [
              -79.14,
              33.99
            ],
            [
              -79.07,
              33.99
            ],
            [
              -79.07,
              33.97
            ],
            [
              -79.06,
              33.96
            ],
            [
              -79.07,
              33.95
            ],
            [
              -79.06,
              33.94
            ],
            [
              -79.07,
              33.93
            ],
            [
              -79.06,
              33.92
            ],
            [
              -79.09,
              33.89
            ],
            [
              -79.14,
              33.89
            ],
            [
              -79.16,
              33.91
            ],
            [
              -79.17,
              33.97
            ],
            [
              -79.16,
              33.97
            ],
            [
              -79.14,
              33.99
            ]
          ]
        ]
      },
      "raw_probability": 0.2156,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "bb52ec380fe25de1d02653bdbc4aac7f913d9dab537d7d52f567a77c87c4f019",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2156,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ca72a893cc3e6cfaeadfd93388495176e05d535d6ff3266eeb69df88c3b929"
      },
      "receipt_sha256": "b7ca72a893cc3e6cfaeadfd93388495176e05d535d6ff3266eeb69df88c3b929"
    },
    {
      "storm_id": "31734",
      "lat": 34.28,
      "lon": -78.003,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3100.0,
      "ebshear": 15.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9749
        },
        {
          "name": "alignment",
          "value": -3.3371
        },
        {
          "name": "tau",
          "value": 2.8882
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2149
      },
      "coherence_score": 2.888169527053833,
      "coherence_diagnostics": {
        "tau": 2.888169527053833,
        "grad_tau": 0.5899530053138733,
        "torsion": 0.0,
        "alignment": -3.3370840549468994,
        "S_field": 0.5619919896125793,
        "Gamma_field": 0.21927328407764435,
        "S_over_Gamma": 2.5629751682281494,
        "Da": 13.663804054260254,
        "E_coh": 0.8837447166442871,
        "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": [
          [
            [
              -78.02,
              34.33
            ],
            [
              -77.98,
              34.33
            ],
            [
              -77.96,
              34.3
            ],
            [
              -77.96,
              34.26
            ],
            [
              -77.98,
              34.24
            ],
            [
              -78.0,
              34.24
            ],
            [
              -78.01,
              34.23
            ],
            [
              -78.05,
              34.26
            ],
            [
              -78.05,
              34.28
            ],
            [
              -78.02,
              34.33
            ]
          ]
        ]
      },
      "raw_probability": 0.2149,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b2daf8f5f60248728a12bbba3f5f0437d454ab2e11a1e79307c930ea3776646d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2149,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27b7bfceb79049fc88117d424f1ccdcb5cc07221557212a9e8e6be9421509f33"
      },
      "receipt_sha256": "27b7bfceb79049fc88117d424f1ccdcb5cc07221557212a9e8e6be9421509f33"
    },
    {
      "storm_id": "31631",
      "lat": 36.49,
      "lon": -84.6045,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3307.0,
      "ebshear": 26.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7249
        },
        {
          "name": "alignment",
          "value": 0.0554
        },
        {
          "name": "tau",
          "value": 3.5863
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2135
      },
      "coherence_score": 3.58632493019104,
      "coherence_diagnostics": {
        "tau": 3.58632493019104,
        "grad_tau": 0.39190754294395447,
        "torsion": 0.0,
        "alignment": 0.05540966987609863,
        "S_field": 1.2970199584960938,
        "Gamma_field": 0.2184399515390396,
        "S_over_Gamma": 5.937649726867676,
        "Da": 14.247041702270508,
        "E_coh": 0.9290711283683777,
        "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": [
          [
            [
              -84.61,
              36.54
            ],
            [
              -84.58,
              36.53
            ],
            [
              -84.56,
              36.5
            ],
            [
              -84.56,
              36.46
            ],
            [
              -84.57,
              36.46
            ],
            [
              -84.59,
              36.44
            ],
            [
              -84.63,
              36.44
            ],
            [
              -84.65,
              36.46
            ],
            [
              -84.65,
              36.5
            ],
            [
              -84.64,
              36.52
            ],
            [
              -84.61,
              36.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2135,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "3952528d5e78145eeed42a9a193eeefe7702b146ac41e292f12426fe02fb9996",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2135,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53f19172764474813adc15434c24458204f6aa54f88ee30667819f0268fe603a"
      },
      "receipt_sha256": "53f19172764474813adc15434c24458204f6aa54f88ee30667819f0268fe603a"
    },
    {
      "storm_id": "31579",
      "lat": 34.563,
      "lon": -77.8498,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3291.0,
      "ebshear": 15.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2249
        },
        {
          "name": "alignment",
          "value": -1.8313
        },
        {
          "name": "tau",
          "value": 2.822
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2
      },
      "coherence_score": 2.821988582611084,
      "coherence_diagnostics": {
        "tau": 2.821988582611084,
        "grad_tau": 0.8804768919944763,
        "torsion": 0.0,
        "alignment": -1.8312803506851196,
        "S_field": 0.3157220780849457,
        "Gamma_field": 0.4259399473667145,
        "S_over_Gamma": 0.74123615026474,
        "Da": 28.050491333007812,
        "E_coh": 0.8606035113334656,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.8,
              34.61
            ],
            [
              -77.79,
              34.61
            ],
            [
              -77.78,
              34.61
            ],
            [
              -77.78,
              34.6
            ],
            [
              -77.79,
              34.61
            ],
            [
              -77.8,
              34.6
            ],
            [
              -77.81,
              34.59
            ],
            [
              -77.81,
              34.58
            ],
            [
              -77.82,
              34.57
            ],
            [
              -77.82,
              34.56
            ],
            [
              -77.82,
              34.55
            ],
            [
              -77.82,
              34.54
            ],
            [
              -77.82,
              34.53
            ],
            [
              -77.82,
              34.52
            ],
            [
              -77.83,
              34.51
            ],
            [
              -77.83,
              34.5
            ],
            [
              -77.84,
              34.5
            ],
            [
              -77.85,
              34.5
            ],
            [
              -77.86,
              34.49
            ],
            [
              -77.87,
              34.49
            ],
            [
              -77.88,
              34.49
            ],
            [
              -77.89,
              34.5
            ],
            [
              -77.89,
              34.51
            ],
            [
              -77.9,
              34.52
            ],
            [
              -77.9,
              34.53
            ],
            [
              -77.91,
              34.54
            ],
            [
              -77.91,
              34.55
            ],
            [
              -77.91,
              34.56
            ],
            [
              -77.91,
              34.57
            ],
            [
              -77.91,
              34.58
            ],
            [
              -77.91,
              34.59
            ],
            [
              -77.91,
              34.6
            ],
            [
              -77.9,
              34.6
            ],
            [
              -77.89,
              34.6
            ],
            [
              -77.88,
              34.6
            ],
            [
              -77.87,
              34.6
            ],
            [
              -77.86,
              34.6
            ],
            [
              -77.85,
              34.6
            ],
            [
              -77.84,
              34.6
            ],
            [
              -77.83,
              34.6
            ],
            [
              -77.82,
              34.59
            ],
            [
              -77.81,
              34.6
            ],
            [
              -77.8,
              34.61
            ]
          ]
        ]
      },
      "raw_probability": 0.2,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ec361add5afbcdb8b62bf8daef0ed186d18714095ea66df0b460266669a7c753",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.2,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "521df3966df8b3a52124e3ac56ddc946b0ce4de73a06d61ab99827516f95e409"
      },
      "receipt_sha256": "521df3966df8b3a52124e3ac56ddc946b0ce4de73a06d61ab99827516f95e409"
    },
    {
      "storm_id": "31653",
      "lat": 34.5242,
      "lon": -75.3642,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3619.0,
      "ebshear": 22.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4749
        },
        {
          "name": "alignment",
          "value": 1.03
        },
        {
          "name": "tau",
          "value": 4.5362
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1987
      },
      "coherence_score": 4.536209583282471,
      "coherence_diagnostics": {
        "tau": 4.536209583282471,
        "grad_tau": 0.8514624834060669,
        "torsion": 0.0,
        "alignment": 1.0299899578094482,
        "S_field": 1.0042827129364014,
        "Gamma_field": 0.26343995332717896,
        "S_over_Gamma": 3.8121883869171143,
        "Da": 17.307363510131836,
        "E_coh": 0.9539870023727417,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.39,
              34.57
            ],
            [
              -75.37,
              34.56
            ],
            [
              -75.31,
              34.56
            ],
            [
              -75.32,
              34.52
            ],
            [
              -75.33,
              34.51
            ],
            [
              -75.35,
              34.52
            ],
            [
              -75.37,
              34.5
            ],
            [
              -75.36,
              34.49
            ],
            [
              -75.37,
              34.47
            ],
            [
              -75.4,
              34.47
            ],
            [
              -75.41,
              34.55
            ],
            [
              -75.39,
              34.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1987,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "248750b2914a4e9ccca4aee810607796f3a5fd62adcd50aa60cc929c16b62e7d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1987,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "366f153f2ca67f1ad2cce7eda49664ea77277d7476148f287c1134135b5f1117"
      },
      "receipt_sha256": "366f153f2ca67f1ad2cce7eda49664ea77277d7476148f287c1134135b5f1117"
    },
    {
      "storm_id": "31799",
      "lat": 36.4756,
      "lon": -85.2467,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3410.0,
      "ebshear": 28.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7249
        },
        {
          "name": "alignment",
          "value": 0.0554
        },
        {
          "name": "tau",
          "value": 3.5863
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1963
      },
      "coherence_score": 3.58632493019104,
      "coherence_diagnostics": {
        "tau": 3.58632493019104,
        "grad_tau": 0.39190754294395447,
        "torsion": 0.0,
        "alignment": 0.05540966987609863,
        "S_field": 1.2970199584960938,
        "Gamma_field": 0.2184399515390396,
        "S_over_Gamma": 5.937649726867676,
        "Da": 14.247041702270508,
        "E_coh": 0.9290711283683777,
        "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": [
          [
            [
              -85.25,
              36.51
            ],
            [
              -85.21,
              36.49
            ],
            [
              -85.21,
              36.45
            ],
            [
              -85.24,
              36.45
            ],
            [
              -85.25,
              36.44
            ],
            [
              -85.25,
              36.46
            ],
            [
              -85.28,
              36.48
            ],
            [
              -85.28,
              36.49
            ],
            [
              -85.25,
              36.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1963,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "acb0875e3803f681760b704159c8a8ef6e949b8b992d0c23f33590e5ffb5a7eb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1963,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cd6e7eaa9c73824b0741782d921e5f6aa20ff79bf943f77911320ffa9a93596"
      },
      "receipt_sha256": "6cd6e7eaa9c73824b0741782d921e5f6aa20ff79bf943f77911320ffa9a93596"
    },
    {
      "storm_id": "31724",
      "lat": 42.9778,
      "lon": -83.2267,
      "motion_east": 8.7,
      "motion_south": 2.6,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2551.0,
      "ebshear": 41.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8499
        },
        {
          "name": "alignment",
          "value": 3.6872
        },
        {
          "name": "tau",
          "value": 2.7362
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1926
      },
      "coherence_score": 2.7361626625061035,
      "coherence_diagnostics": {
        "tau": 2.7361626625061035,
        "grad_tau": 0.4707728624343872,
        "torsion": 0.0,
        "alignment": 3.6872317790985107,
        "S_field": 0.8508801460266113,
        "Gamma_field": 0.22343994677066803,
        "S_over_Gamma": 3.808093309402466,
        "Da": 12.440973281860352,
        "E_coh": 0.8945122361183167,
        "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": [
          [
            [
              -83.27,
              43.02
            ],
            [
              -83.2,
              43.02
            ],
            [
              -83.17,
              42.99
            ],
            [
              -83.17,
              42.95
            ],
            [
              -83.18,
              42.94
            ],
            [
              -83.25,
              42.94
            ],
            [
              -83.27,
              42.95
            ],
            [
              -83.26,
              42.97
            ],
            [
              -83.27,
              43.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1926,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "fdf7bfa30a4e618dbecfc411f4eb8ae040495a830e535502e7bdc8bf65549701",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1926,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cbc97bfb723ffaee56f4224b2d89bed3f447258ea4e72c4a9727409088164541"
      },
      "receipt_sha256": "cbc97bfb723ffaee56f4224b2d89bed3f447258ea4e72c4a9727409088164541"
    },
    {
      "storm_id": "31392",
      "lat": 43.8975,
      "lon": -85.15,
      "motion_east": 7.3,
      "motion_south": 3.7,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1176.0,
      "ebshear": 30.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9749
        },
        {
          "name": "alignment",
          "value": 7.8604
        },
        {
          "name": "tau",
          "value": 1.7172
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1857
      },
      "coherence_score": 1.7171504497528076,
      "coherence_diagnostics": {
        "tau": 1.7171504497528076,
        "grad_tau": 0.2697765529155731,
        "torsion": 0.0,
        "alignment": 7.860445976257324,
        "S_field": 0.5164486765861511,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 3.2089526653289795,
        "Da": 9.15518856048584,
        "E_coh": 0.6634930372238159,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.17,
              43.96
            ],
            [
              -85.12,
              43.96
            ],
            [
              -85.11,
              43.95
            ],
            [
              -85.04,
              43.95
            ],
            [
              -84.99,
              43.91
            ],
            [
              -84.98,
              43.91
            ],
            [
              -84.98,
              43.87
            ],
            [
              -84.99,
              43.86
            ],
            [
              -85.03,
              43.86
            ],
            [
              -85.07,
              43.88
            ],
            [
              -85.19,
              43.89
            ],
            [
              -85.21,
              43.87
            ],
            [
              -85.21,
              43.84
            ],
            [
              -85.22,
              43.83
            ],
            [
              -85.26,
              43.83
            ],
            [
              -85.28,
              43.82
            ],
            [
              -85.29,
              43.91
            ],
            [
              -85.28,
              43.92
            ],
            [
              -85.26,
              43.92
            ],
            [
              -85.22,
              43.9
            ],
            [
              -85.2,
              43.91
            ],
            [
              -85.17,
              43.91
            ],
            [
              -85.16,
              43.92
            ],
            [
              -85.17,
              43.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1857,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "62ffefd7d0d30f57945514dc194946f7c2ebee051e4abe7f2c8209e2e1b1e3a3",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1857,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2676fb4359093cd74d660ad9946b2e037ed1dad2ba3500a604d8ab85b530f069"
      },
      "receipt_sha256": "2676fb4359093cd74d660ad9946b2e037ed1dad2ba3500a604d8ab85b530f069"
    },
    {
      "storm_id": "31807",
      "lat": 33.1755,
      "lon": -78.4909,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4897.0,
      "ebshear": 13.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4749
        },
        {
          "name": "alignment",
          "value": -4.6205
        },
        {
          "name": "tau",
          "value": 3.1035
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1759
      },
      "coherence_score": 3.1034939289093018,
      "coherence_diagnostics": {
        "tau": 3.1034939289093018,
        "grad_tau": 0.47860831022262573,
        "torsion": 0.0,
        "alignment": -4.620480537414551,
        "S_field": 0.4669743478298187,
        "Gamma_field": 0.2109399288892746,
        "S_over_Gamma": 2.2137787342071533,
        "Da": 14.201301574707031,
        "E_coh": 0.961683452129364,
        "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": [
          [
            [
              -78.52,
              33.23
            ],
            [
              -78.47,
              33.23
            ],
            [
              -78.47,
              33.2
            ],
            [
              -78.46,
              33.19
            ],
            [
              -78.46,
              33.1
            ],
            [
              -78.49,
              33.1
            ],
            [
              -78.51,
              33.12
            ],
            [
              -78.49,
              33.14
            ],
            [
              -78.52,
              33.18
            ],
            [
              -78.49,
              33.21
            ],
            [
              -78.52,
              33.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1759,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "860a7f13d1addacbbfbe3697e7b2aca0c28c3ce6ff5d6d1c1fa77cf78c104a4b",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1759,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1da0dbf110e4eae40f22065e4a31a4e15914b7615fc1258360532614457b501f"
      },
      "receipt_sha256": "1da0dbf110e4eae40f22065e4a31a4e15914b7615fc1258360532614457b501f"
    },
    {
      "storm_id": "31805",
      "lat": 33.4509,
      "lon": -79.6864,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3444.0,
      "ebshear": 13.0,
      "srh01": 20.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0999
        },
        {
          "name": "alignment",
          "value": -4.5086
        },
        {
          "name": "tau",
          "value": 2.7855
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1742
      },
      "coherence_score": 2.7855477333068848,
      "coherence_diagnostics": {
        "tau": 2.7855477333068848,
        "grad_tau": 0.3047235906124115,
        "torsion": 0.0,
        "alignment": -4.508641719818115,
        "S_field": 0.3586372435092926,
        "Gamma_field": 0.22177326679229736,
        "S_over_Gamma": 1.617134690284729,
        "Da": 12.931288719177246,
        "E_coh": 0.7993678450584412,
        "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": [
          [
            [
              -79.72,
              33.5
            ],
            [
              -79.69,
              33.5
            ],
            [
              -79.67,
              33.48
            ],
            [
              -79.68,
              33.47
            ],
            [
              -79.68,
              33.44
            ],
            [
              -79.66,
              33.42
            ],
            [
              -79.65,
              33.42
            ],
            [
              -79.66,
              33.41
            ],
            [
              -79.7,
              33.4
            ],
            [
              -79.72,
              33.42
            ],
            [
              -79.72,
              33.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1742,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "11292833b7e2282d0e880d0677590ceb8aa5adde14c4f5490e3e7e69d0684ad0",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1742,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87f0dbf574ae9939c0e8d2e9ae82cbe2c74628e256364c8d8f14d934b7223c89"
      },
      "receipt_sha256": "87f0dbf574ae9939c0e8d2e9ae82cbe2c74628e256364c8d8f14d934b7223c89"
    },
    {
      "storm_id": "31560",
      "lat": 44.9815,
      "lon": -84.0731,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1190.0,
      "ebshear": 20.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4749
        },
        {
          "name": "alignment",
          "value": 6.2149
        },
        {
          "name": "tau",
          "value": 1.5848
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1644
      },
      "coherence_score": 1.584782361984253,
      "coherence_diagnostics": {
        "tau": 1.584782361984253,
        "grad_tau": 0.3239476978778839,
        "torsion": 0.0,
        "alignment": 6.214889049530029,
        "S_field": 0.27406057715415955,
        "Gamma_field": 0.17927327752113342,
        "S_over_Gamma": 1.5287307500839233,
        "Da": 10.268136024475098,
        "E_coh": 0.5029962062835693,
        "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": [
          [
            [
              -84.09,
              45.03
            ],
            [
              -84.02,
              45.02
            ],
            [
              -84.04,
              45.0
            ],
            [
              -84.04,
              44.98
            ],
            [
              -84.02,
              44.96
            ],
            [
              -84.02,
              44.95
            ],
            [
              -84.04,
              44.94
            ],
            [
              -84.12,
              44.94
            ],
            [
              -84.13,
              44.95
            ],
            [
              -84.13,
              44.96
            ],
            [
              -84.1,
              44.99
            ],
            [
              -84.11,
              45.01
            ],
            [
              -84.09,
              45.03
            ]
          ]
        ]
      },
      "raw_probability": 0.1644,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "8fb9f8accb2ca9c0f4defa9b56f0711a074b96cb575aebdb056865f963247611",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1644,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d7fc9f6ba4ee8aca76d11d4665c5d6e8756681f47ad56bf783f0db7d47c657e9"
      },
      "receipt_sha256": "d7fc9f6ba4ee8aca76d11d4665c5d6e8756681f47ad56bf783f0db7d47c657e9"
    },
    {
      "storm_id": "31656",
      "lat": 33.7508,
      "lon": -75.0933,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4099.0,
      "ebshear": 23.0,
      "srh01": 40.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3499
        },
        {
          "name": "alignment",
          "value": 2.1643
        },
        {
          "name": "tau",
          "value": 5.3614
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1629
      },
      "coherence_score": 5.361363410949707,
      "coherence_diagnostics": {
        "tau": 5.361363410949707,
        "grad_tau": 0.2274390161037445,
        "torsion": 0.0,
        "alignment": 2.164348602294922,
        "S_field": 1.4488872289657593,
        "Gamma_field": 0.17510659992694855,
        "S_over_Gamma": 8.27431583404541,
        "Da": 11.318426132202148,
        "E_coh": 0.9745587110519409,
        "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": [
          [
            [
              -75.12,
              33.79
            ],
            [
              -75.1,
              33.79
            ],
            [
              -75.09,
              33.78
            ],
            [
              -75.04,
              33.78
            ],
            [
              -75.04,
              33.76
            ],
            [
              -75.05,
              33.75
            ],
            [
              -75.05,
              33.69
            ],
            [
              -75.11,
              33.69
            ],
            [
              -75.13,
              33.68
            ],
            [
              -75.13,
              33.75
            ],
            [
              -75.14,
              33.76
            ],
            [
              -75.12,
              33.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1629,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "1adfa3e38408e9aac945d9d88d8d4165db4753d0f8e4854990c7967c46e38cd5",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1629,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31dd9653c6fcc287d29f2e016fc211d43dbf760d90972e1d8e595d0d9e141fbf"
      },
      "receipt_sha256": "31dd9653c6fcc287d29f2e016fc211d43dbf760d90972e1d8e595d0d9e141fbf"
    },
    {
      "storm_id": "29454",
      "lat": 34.932,
      "lon": -76.937,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3739.0,
      "ebshear": 17.0,
      "srh01": 48.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2249
        },
        {
          "name": "alignment",
          "value": -0.086
        },
        {
          "name": "tau",
          "value": 3.7766
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1602
      },
      "coherence_score": 3.776610851287842,
      "coherence_diagnostics": {
        "tau": 3.776610851287842,
        "grad_tau": 1.000829815864563,
        "torsion": 0.0,
        "alignment": -0.0859750509262085,
        "S_field": 1.0457608699798584,
        "Gamma_field": 0.22677327692508698,
        "S_over_Gamma": 4.6114821434021,
        "Da": 15.374813079833984,
        "E_coh": 0.9839977025985718,
        "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": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.93,
              34.97
            ],
            [
              -76.91,
              34.95
            ],
            [
              -76.87,
              34.93
            ],
            [
              -76.9,
              34.87
            ],
            [
              -76.94,
              34.87
            ],
            [
              -76.98,
              34.89
            ],
            [
              -76.99,
              34.95
            ],
            [
              -76.98,
              34.96
            ],
            [
              -76.94,
              34.96
            ],
            [
              -76.93,
              34.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1602,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "9980a99b85b0db79444c4ac46756af3c175020bfe99f3d545cee0b49e84f6a26",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1602,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d26b4448c7cc1bed8e204e11e3ce1819e21e079ef944214c69010ba0b9aa71e"
      },
      "receipt_sha256": "2d26b4448c7cc1bed8e204e11e3ce1819e21e079ef944214c69010ba0b9aa71e"
    },
    {
      "storm_id": "31390",
      "lat": 44.5642,
      "lon": -83.7583,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1604.0,
      "ebshear": 25.0,
      "srh01": 47.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4749
        },
        {
          "name": "alignment",
          "value": 6.2149
        },
        {
          "name": "tau",
          "value": 1.5848
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1596
      },
      "coherence_score": 1.584782361984253,
      "coherence_diagnostics": {
        "tau": 1.584782361984253,
        "grad_tau": 0.3239476978778839,
        "torsion": 0.0,
        "alignment": 6.214889049530029,
        "S_field": 0.27406057715415955,
        "Gamma_field": 0.17927327752113342,
        "S_over_Gamma": 1.5287307500839233,
        "Da": 10.268136024475098,
        "E_coh": 0.5029962062835693,
        "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": [
          [
            [
              -83.76,
              44.61
            ],
            [
              -83.72,
              44.61
            ],
            [
              -83.71,
              44.6
            ],
            [
              -83.71,
              44.56
            ],
            [
              -83.7,
              44.55
            ],
            [
              -83.71,
              44.54
            ],
            [
              -83.77,
              44.53
            ],
            [
              -83.78,
              44.52
            ],
            [
              -83.85,
              44.52
            ],
            [
              -83.83,
              44.53
            ],
            [
              -83.8,
              44.59
            ],
            [
              -83.76,
              44.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1596,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ab0d28f5bba0489b94731876007ee4f22cc01107d9ca05af64cf9035cfb2367c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1596,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ee27ac6c6abf4a9c03ed73d42d939037e5f0be75d8080237b7790bb9b42b3cf"
      },
      "receipt_sha256": "2ee27ac6c6abf4a9c03ed73d42d939037e5f0be75d8080237b7790bb9b42b3cf"
    },
    {
      "storm_id": "31788",
      "lat": 43.2563,
      "lon": -82.58,
      "motion_east": 6.9,
      "motion_south": 0.6,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2757.0,
      "ebshear": 42.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2249
        },
        {
          "name": "alignment",
          "value": 1.6647
        },
        {
          "name": "tau",
          "value": 2.4344
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1578
      },
      "coherence_score": 2.4344279766082764,
      "coherence_diagnostics": {
        "tau": 2.4344279766082764,
        "grad_tau": 0.49607259035110474,
        "torsion": 0.0,
        "alignment": 1.664665699005127,
        "S_field": 0.6039377450942993,
        "Gamma_field": 0.2826066315174103,
        "S_over_Gamma": 2.137026071548462,
        "Da": 16.08106231689453,
        "E_coh": 0.7357091903686523,
        "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": [
          [
            [
              -82.59,
              43.29
            ],
            [
              -82.56,
              43.29
            ],
            [
              -82.54,
              43.27
            ],
            [
              -82.54,
              43.22
            ],
            [
              -82.58,
              43.2
            ],
            [
              -82.62,
              43.22
            ],
            [
              -82.62,
              43.27
            ],
            [
              -82.59,
              43.29
            ]
          ]
        ]
      },
      "raw_probability": 0.1578,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "603789e74868ab662947c4f9a511edbb2e31e4bb8f7e80aa08e857aad973eeda",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1578,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8fc88341bf5c3c07c26a14acf6ce460afaf211604e50d0f15e9459d3aebcd14d"
      },
      "receipt_sha256": "8fc88341bf5c3c07c26a14acf6ce460afaf211604e50d0f15e9459d3aebcd14d"
    },
    {
      "storm_id": "31110",
      "lat": 32.3981,
      "lon": -113.7488,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 242.0,
      "ebshear": 9.0,
      "srh01": 74.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3499
        },
        {
          "name": "alignment",
          "value": 2.7028
        },
        {
          "name": "tau",
          "value": 0.3874
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1567
      },
      "coherence_score": 0.387395977973938,
      "coherence_diagnostics": {
        "tau": 0.387395977973938,
        "grad_tau": 0.06511226296424866,
        "torsion": 0.0,
        "alignment": 2.7027695178985596,
        "S_field": 0.017441462725400925,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 0.08608536422252655,
        "Da": 13.06191349029541,
        "E_coh": 0.13787174224853516,
        "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": [
          [
            [
              -113.8,
              32.44
            ],
            [
              -113.79,
              32.43
            ],
            [
              -113.77,
              32.44
            ],
            [
              -113.74,
              32.44
            ],
            [
              -113.71,
              32.42
            ],
            [
              -113.68,
              32.42
            ],
            [
              -113.67,
              32.41
            ],
            [
              -113.67,
              32.35
            ],
            [
              -113.71,
              32.34
            ],
            [
              -113.72,
              32.35
            ],
            [
              -113.76,
              32.35
            ],
            [
              -113.78,
              32.37
            ],
            [
              -113.79,
              32.37
            ],
            [
              -113.78,
              32.38
            ],
            [
              -113.81,
              32.42
            ],
            [
              -113.8,
              32.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1567,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "61ebdd8f48b0d01bd306162f93efeda2bf3acbfb3c14a9f38f5f959c2dced84e",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1567,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03a620d5481e1cd0a007a59579d3b636a086c513805138011189b9ee87621001"
      },
      "receipt_sha256": "03a620d5481e1cd0a007a59579d3b636a086c513805138011189b9ee87621001"
    },
    {
      "storm_id": "30989",
      "lat": 43.3812,
      "lon": -83.2271,
      "motion_east": 9.6,
      "motion_south": 5.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2888.0,
      "ebshear": 35.0,
      "srh01": 39.0,
      "maxllaz": 0.015,
      "mesh": 0.36,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0999
        },
        {
          "name": "alignment",
          "value": 4.3215
        },
        {
          "name": "tau",
          "value": 2.311
        },
        {
          "name": "maxllaz",
          "value": 0.015
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1546
      },
      "coherence_score": 2.311028480529785,
      "coherence_diagnostics": {
        "tau": 2.311028480529785,
        "grad_tau": 0.4104990065097809,
        "torsion": 0.0,
        "alignment": 4.321547508239746,
        "S_field": 0.5001155138015747,
        "Gamma_field": 0.2576066255569458,
        "S_over_Gamma": 1.9413923025131226,
        "Da": 14.533434867858887,
        "E_coh": 0.8083155751228333,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.23,
              43.45
            ],
            [
              -83.18,
              43.45
            ],
            [
              -83.17,
              43.44
            ],
            [
              -83.17,
              43.41
            ],
            [
              -83.16,
              43.4
            ],
            [
              -83.16,
              43.36
            ],
            [
              -83.17,
              43.35
            ],
            [
              -83.17,
              43.33
            ],
            [
              -83.18,
              43.32
            ],
            [
              -83.21,
              43.32
            ],
            [
              -83.22,
              43.31
            ],
            [
              -83.3,
              43.31
            ],
            [
              -83.35,
              43.35
            ],
            [
              -83.35,
              43.39
            ],
            [
              -83.33,
              43.42
            ],
            [
              -83.28,
              43.42
            ],
            [
              -83.23,
              43.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1546,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "bfcdc16ad92cd3fd933992087fdf93b1e7fbdebe1f1872065ddbdff3b5acd955",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1546,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0db5a63e8bc7f4bf17e7871e6987c2e6bfa755c939d98b4370f96e93762982b"
      },
      "receipt_sha256": "c0db5a63e8bc7f4bf17e7871e6987c2e6bfa755c939d98b4370f96e93762982b"
    },
    {
      "storm_id": "31761",
      "lat": 43.435,
      "lon": -82.683,
      "motion_east": 6.9,
      "motion_south": 1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2776.0,
      "ebshear": 36.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2249
        },
        {
          "name": "alignment",
          "value": 1.6647
        },
        {
          "name": "tau",
          "value": 2.4344
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1533
      },
      "coherence_score": 2.4344279766082764,
      "coherence_diagnostics": {
        "tau": 2.4344279766082764,
        "grad_tau": 0.49607259035110474,
        "torsion": 0.0,
        "alignment": 1.664665699005127,
        "S_field": 0.6039377450942993,
        "Gamma_field": 0.2826066315174103,
        "S_over_Gamma": 2.137026071548462,
        "Da": 16.08106231689453,
        "E_coh": 0.7357091903686523,
        "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": [
          [
            [
              -82.7,
              43.47
            ],
            [
              -82.65,
              43.47
            ],
            [
              -82.64,
              43.46
            ],
            [
              -82.65,
              43.44
            ],
            [
              -82.65,
              43.4
            ],
            [
              -82.67,
              43.39
            ],
            [
              -82.71,
              43.39
            ],
            [
              -82.73,
              43.41
            ],
            [
              -82.73,
              43.45
            ],
            [
              -82.7,
              43.47
            ]
          ]
        ]
      },
      "raw_probability": 0.1533,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "90bc693b0bb6990064d53119c841d1b3a8016e80a54efaaa9645945878781da8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1533,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aed2f01a222d3c3aac44fad87260c35ae0c65a31e037ae3d4d4aed1c5720882c"
      },
      "receipt_sha256": "aed2f01a222d3c3aac44fad87260c35ae0c65a31e037ae3d4d4aed1c5720882c"
    },
    {
      "storm_id": "30679",
      "lat": 33.9463,
      "lon": -78.8867,
      "motion_east": 5.2,
      "motion_south": -6.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3034.0,
      "ebshear": 14.0,
      "srh01": 28.0,
      "maxllaz": 0.006,
      "mesh": 0.25,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9749
        },
        {
          "name": "alignment",
          "value": -3.3371
        },
        {
          "name": "tau",
          "value": 2.8882
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.142
      },
      "coherence_score": 2.888169527053833,
      "coherence_diagnostics": {
        "tau": 2.888169527053833,
        "grad_tau": 0.5899530053138733,
        "torsion": 0.0,
        "alignment": -3.3370840549468994,
        "S_field": 0.5619919896125793,
        "Gamma_field": 0.21927328407764435,
        "S_over_Gamma": 2.5629751682281494,
        "Da": 13.663804054260254,
        "E_coh": 0.8837447166442871,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.01,
              34.02
            ],
            [
              -78.97,
              34.02
            ],
            [
              -78.97,
              34.01
            ],
            [
              -78.99,
              34.0
            ],
            [
              -78.98,
              33.99
            ],
            [
              -78.96,
              33.99
            ],
            [
              -78.92,
              33.96
            ],
            [
              -78.87,
              33.96
            ],
            [
              -78.84,
              33.94
            ],
            [
              -78.83,
              33.94
            ],
            [
              -78.8,
              33.97
            ],
            [
              -78.8,
              33.99
            ],
            [
              -78.79,
              34.0
            ],
            [
              -78.8,
              34.02
            ],
            [
              -78.74,
              34.02
            ],
            [
              -78.73,
              33.98
            ],
            [
              -78.72,
              33.97
            ],
            [
              -78.72,
              33.92
            ],
            [
              -78.74,
              33.89
            ],
            [
              -78.79,
              33.89
            ],
            [
              -78.81,
              33.88
            ],
            [
              -78.88,
              33.81
            ],
            [
              -78.92,
              33.81
            ],
            [
              -78.97,
              33.86
            ],
            [
              -78.98,
              33.86
            ],
            [
              -79.01,
              33.9
            ],
            [
              -79.02,
              33.9
            ],
            [
              -79.02,
              33.93
            ],
            [
              -79.01,
              33.94
            ],
            [
              -79.01,
              34.02
            ]
          ]
        ]
      },
      "raw_probability": 0.142,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "59a85e8e00fd2bb27113da9b1b0f68c56d30219ca748fee09650c7a6fbf51e41",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.142,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76135975d97a049f78bd1343cdba55c2f34a09659ed816694e48f5fb07d1dcaa"
      },
      "receipt_sha256": "76135975d97a049f78bd1343cdba55c2f34a09659ed816694e48f5fb07d1dcaa"
    },
    {
      "storm_id": "31517",
      "lat": 43.2023,
      "lon": -82.9108,
      "motion_east": 6.6,
      "motion_south": 2.9,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2805.0,
      "ebshear": 41.0,
      "srh01": 44.0,
      "maxllaz": 0.005,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0999
        },
        {
          "name": "alignment",
          "value": 4.3215
        },
        {
          "name": "tau",
          "value": 2.311
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1409
      },
      "coherence_score": 2.311028480529785,
      "coherence_diagnostics": {
        "tau": 2.311028480529785,
        "grad_tau": 0.4104990065097809,
        "torsion": 0.0,
        "alignment": 4.321547508239746,
        "S_field": 0.5001155138015747,
        "Gamma_field": 0.2576066255569458,
        "S_over_Gamma": 1.9413923025131226,
        "Da": 14.533434867858887,
        "E_coh": 0.8083155751228333,
        "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": [
          [
            [
              -82.84,
              43.27
            ],
            [
              -82.77,
              43.27
            ],
            [
              -82.75,
              43.25
            ],
            [
              -82.75,
              43.21
            ],
            [
              -82.77,
              43.19
            ],
            [
              -82.79,
              43.19
            ],
            [
              -82.8,
              43.18
            ],
            [
              -82.84,
              43.18
            ],
            [
              -82.85,
              43.17
            ],
            [
              -82.94,
              43.16
            ],
            [
              -82.95,
              43.15
            ],
            [
              -82.98,
              43.15
            ],
            [
              -82.99,
              43.14
            ],
            [
              -83.04,
              43.14
            ],
            [
              -83.05,
              43.15
            ],
            [
              -83.07,
              43.15
            ],
            [
              -83.07,
              43.16
            ],
            [
              -83.02,
              43.22
            ],
            [
              -83.0,
              43.22
            ],
            [
              -82.99,
              43.23
            ],
            [
              -82.95,
              43.23
            ],
            [
              -82.94,
              43.24
            ],
            [
              -82.91,
              43.24
            ],
            [
              -82.9,
              43.25
            ],
            [
              -82.88,
              43.25
            ],
            [
              -82.84,
              43.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1409,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "08b9160178ff329f2bd0e7e2504e9f9bfa76a40d621e8710d7eebd19129cf0ac",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1409,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "460a6b6e3ce9035d328ca99b9c69c307ff832a6228be7d9e0d02f130cb302274"
      },
      "receipt_sha256": "460a6b6e3ce9035d328ca99b9c69c307ff832a6228be7d9e0d02f130cb302274"
    },
    {
      "storm_id": "31720",
      "lat": 44.5842,
      "lon": -85.2392,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1436.0,
      "ebshear": 26.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4749
        },
        {
          "name": "alignment",
          "value": 11.3901
        },
        {
          "name": "tau",
          "value": 1.4367
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1334
      },
      "coherence_score": 1.4367485046386719,
      "coherence_diagnostics": {
        "tau": 1.4367485046386719,
        "grad_tau": 0.28671497106552124,
        "torsion": 0.0,
        "alignment": 11.39011287689209,
        "S_field": 0.11595027148723602,
        "Gamma_field": 0.19843994081020355,
        "S_over_Gamma": 0.5843091607093811,
        "Da": 10.295682907104492,
        "E_coh": 0.27009496092796326,
        "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": [
          [
            [
              -85.27,
              44.62
            ],
            [
              -85.21,
              44.62
            ],
            [
              -85.2,
              44.61
            ],
            [
              -85.2,
              44.57
            ],
            [
              -85.22,
              44.54
            ],
            [
              -85.24,
              44.54
            ],
            [
              -85.25,
              44.55
            ],
            [
              -85.24,
              44.56
            ],
            [
              -85.25,
              44.57
            ],
            [
              -85.25,
              44.6
            ],
            [
              -85.27,
              44.61
            ],
            [
              -85.27,
              44.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1334,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "a21c6fdfff6f7260f69223c83fbc4e19d6f73c06f07b6b3b793a6fe2190d456c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1334,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd040dadc750b9cdfeac4103ae0ce46b98f88b174513df35eaa6147628afa535"
      },
      "receipt_sha256": "cd040dadc750b9cdfeac4103ae0ce46b98f88b174513df35eaa6147628afa535"
    },
    {
      "storm_id": "31785",
      "lat": 44.4533,
      "lon": -85.105,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1471.0,
      "ebshear": 25.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4749
        },
        {
          "name": "alignment",
          "value": 11.3901
        },
        {
          "name": "tau",
          "value": 1.4367
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1334
      },
      "coherence_score": 1.4367485046386719,
      "coherence_diagnostics": {
        "tau": 1.4367485046386719,
        "grad_tau": 0.28671497106552124,
        "torsion": 0.0,
        "alignment": 11.39011287689209,
        "S_field": 0.11595027148723602,
        "Gamma_field": 0.19843994081020355,
        "S_over_Gamma": 0.5843091607093811,
        "Da": 10.295682907104492,
        "E_coh": 0.27009496092796326,
        "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": [
          [
            [
              -85.12,
              44.49
            ],
            [
              -85.1,
              44.49
            ],
            [
              -85.11,
              44.48
            ],
            [
              -85.11,
              44.47
            ],
            [
              -85.08,
              44.44
            ],
            [
              -85.07,
              44.44
            ],
            [
              -85.07,
              44.42
            ],
            [
              -85.1,
              44.42
            ],
            [
              -85.12,
              44.41
            ],
            [
              -85.14,
              44.43
            ],
            [
              -85.12,
              44.46
            ],
            [
              -85.12,
              44.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1334,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "a21c6fdfff6f7260f69223c83fbc4e19d6f73c06f07b6b3b793a6fe2190d456c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1334,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd040dadc750b9cdfeac4103ae0ce46b98f88b174513df35eaa6147628afa535"
      },
      "receipt_sha256": "cd040dadc750b9cdfeac4103ae0ce46b98f88b174513df35eaa6147628afa535"
    },
    {
      "storm_id": "31512",
      "lat": 44.2691,
      "lon": -84.4459,
      "motion_east": 7.3,
      "motion_south": 3.7,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2120.0,
      "ebshear": 26.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2249
        },
        {
          "name": "alignment",
          "value": 2.3026
        },
        {
          "name": "tau",
          "value": 1.893
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1326
      },
      "coherence_score": 1.8929541110992432,
      "coherence_diagnostics": {
        "tau": 1.8929541110992432,
        "grad_tau": 0.2780079245567322,
        "torsion": 0.0,
        "alignment": 2.302553415298462,
        "S_field": 0.49991750717163086,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 3.106236219406128,
        "Da": 9.490523338317871,
        "E_coh": 0.8723623752593994,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.44,
              44.32
            ],
            [
              -84.33,
              44.32
            ],
            [
              -84.31,
              44.31
            ],
            [
              -84.31,
              44.28
            ],
            [
              -84.3,
              44.27
            ],
            [
              -84.31,
              44.25
            ],
            [
              -84.34,
              44.23
            ],
            [
              -84.35,
              44.24
            ],
            [
              -84.44,
              44.24
            ],
            [
              -84.45,
              44.23
            ],
            [
              -84.49,
              44.23
            ],
            [
              -84.5,
              44.22
            ],
            [
              -84.56,
              44.22
            ],
            [
              -84.57,
              44.23
            ],
            [
              -84.57,
              44.24
            ],
            [
              -84.54,
              44.27
            ],
            [
              -84.54,
              44.29
            ],
            [
              -84.53,
              44.3
            ],
            [
              -84.51,
              44.3
            ],
            [
              -84.5,
              44.31
            ],
            [
              -84.48,
              44.3
            ],
            [
              -84.44,
              44.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1326,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0a825060d32320c004b0ddd8543fdf65c3f9d0a3301fd987b9005118fbdeaa28",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1326,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8f68c547201bc1ca1fe988e2c285934ecc2d19d961f641c9c17b82a5882c770"
      },
      "receipt_sha256": "a8f68c547201bc1ca1fe988e2c285934ecc2d19d961f641c9c17b82a5882c770"
    },
    {
      "storm_id": "31775",
      "lat": 35.2378,
      "lon": -109.1889,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 905.0,
      "ebshear": 21.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7249
        },
        {
          "name": "alignment",
          "value": -3.9011
        },
        {
          "name": "tau",
          "value": 0.2264
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1306
      },
      "coherence_score": 0.22639022767543793,
      "coherence_diagnostics": {
        "tau": 0.22639022767543793,
        "grad_tau": 0.07346105575561523,
        "torsion": 0.0,
        "alignment": -3.9011166095733643,
        "S_field": 0.0728808268904686,
        "Gamma_field": 1.1717731952667236,
        "S_over_Gamma": 0.062197040766477585,
        "Da": 70.616455078125,
        "E_coh": 0.020013274624943733,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.23,
              35.28
            ],
            [
              -109.18,
              35.28
            ],
            [
              -109.17,
              35.27
            ],
            [
              -109.16,
              35.21
            ],
            [
              -109.15,
              35.2
            ],
            [
              -109.16,
              35.19
            ],
            [
              -109.19,
              35.2
            ],
            [
              -109.23,
              35.23
            ],
            [
              -109.23,
              35.28
            ]
          ]
        ]
      },
      "raw_probability": 0.1306,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "6fba3585d615c5bf98b3b3b041117d871c24ef580f428b706a22a174b85ea5bb",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1306,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cdbd5b99d9ecb164c3a2b1c98a04e471918ec7ad27fc1f98a8ea5a8621d1b46"
      },
      "receipt_sha256": "6cdbd5b99d9ecb164c3a2b1c98a04e471918ec7ad27fc1f98a8ea5a8621d1b46"
    },
    {
      "storm_id": "31758",
      "lat": 43.8647,
      "lon": -83.8947,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2586.0,
      "ebshear": 28.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2249
        },
        {
          "name": "alignment",
          "value": 2.3026
        },
        {
          "name": "tau",
          "value": 1.893
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1283
      },
      "coherence_score": 1.8929541110992432,
      "coherence_diagnostics": {
        "tau": 1.8929541110992432,
        "grad_tau": 0.2780079245567322,
        "torsion": 0.0,
        "alignment": 2.302553415298462,
        "S_field": 0.49991750717163086,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 3.106236219406128,
        "Da": 9.490523338317871,
        "E_coh": 0.8723623752593994,
        "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": [
          [
            [
              -83.94,
              43.92
            ],
            [
              -83.88,
              43.92
            ],
            [
              -83.87,
              43.91
            ],
            [
              -83.81,
              43.9
            ],
            [
              -83.79,
              43.83
            ],
            [
              -83.82,
              43.8
            ],
            [
              -83.88,
              43.8
            ],
            [
              -83.9,
              43.82
            ],
            [
              -83.91,
              43.82
            ],
            [
              -83.92,
              43.84
            ],
            [
              -83.93,
              43.84
            ],
            [
              -83.94,
              43.86
            ],
            [
              -83.94,
              43.89
            ],
            [
              -83.95,
              43.9
            ],
            [
              -83.94,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1283,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0263dfbc9a54f7c7d5765313a9e0f680211fae3991883c732f2d97cca15d0284",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1283,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e69b2562f332ba7d9c765a1397c31fc4b2b41e566ba61968917b535cdbefcf8d"
      },
      "receipt_sha256": "e69b2562f332ba7d9c765a1397c31fc4b2b41e566ba61968917b535cdbefcf8d"
    },
    {
      "storm_id": "31748",
      "lat": 47.3817,
      "lon": -109.6383,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 33.0,
      "maxllaz": 0.0,
      "mesh": 0.58,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.2249
        },
        {
          "name": "alignment",
          "value": -5.5238
        },
        {
          "name": "tau",
          "value": 0.6169
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1278
      },
      "coherence_score": 0.6168808937072754,
      "coherence_diagnostics": {
        "tau": 0.6168808937072754,
        "grad_tau": 0.21171437203884125,
        "torsion": 0.0,
        "alignment": -5.5238447189331055,
        "S_field": 0.23113219439983368,
        "Gamma_field": 0.25593996047973633,
        "S_over_Gamma": 0.903071939945221,
        "Da": 15.597565650939941,
        "E_coh": 0.32880839705467224,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.68,
              47.42
            ],
            [
              -109.6,
              47.42
            ],
            [
              -109.6,
              47.35
            ],
            [
              -109.59,
              47.34
            ],
            [
              -109.68,
              47.34
            ],
            [
              -109.68,
              47.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1278,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "79f9008bce5a6bf0989fb8497cea8b469a9698a1389605b70aace03dd48a889f",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1278,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32569fd3b90d8f3d5680cbace0f92f3d9503ee79922a3b2212854b36c05f8456"
      },
      "receipt_sha256": "32569fd3b90d8f3d5680cbace0f92f3d9503ee79922a3b2212854b36c05f8456"
    },
    {
      "storm_id": "31669",
      "lat": 43.784,
      "lon": -84.721,
      "motion_east": 7.6,
      "motion_south": -1.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2184.0,
      "ebshear": 29.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9749
        },
        {
          "name": "alignment",
          "value": 7.8604
        },
        {
          "name": "tau",
          "value": 1.7172
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1156
      },
      "coherence_score": 1.7171504497528076,
      "coherence_diagnostics": {
        "tau": 1.7171504497528076,
        "grad_tau": 0.2697765529155731,
        "torsion": 0.0,
        "alignment": 7.860445976257324,
        "S_field": 0.5164486765861511,
        "Gamma_field": 0.16093994677066803,
        "S_over_Gamma": 3.2089526653289795,
        "Da": 9.15518856048584,
        "E_coh": 0.6634930372238159,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.75,
              43.82
            ],
            [
              -84.7,
              43.82
            ],
            [
              -84.68,
              43.81
            ],
            [
              -84.68,
              43.77
            ],
            [
              -84.69,
              43.76
            ],
            [
              -84.69,
              43.74
            ],
            [
              -84.73,
              43.73
            ],
            [
              -84.77,
              43.76
            ],
            [
              -84.77,
              43.81
            ],
            [
              -84.75,
              43.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1156,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "689727b92ce027af53be3e5c6172fe088a603bc8cf8acc3d4b8533f7cf986f97",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1156,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2138e1784d38cd474367c94b41ffab97fa63e68e0ee97cb16826cf1241580c1"
      },
      "receipt_sha256": "d2138e1784d38cd474367c94b41ffab97fa63e68e0ee97cb16826cf1241580c1"
    },
    {
      "storm_id": "31733",
      "lat": 34.2725,
      "lon": -78.4387,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3389.0,
      "ebshear": 13.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9749
        },
        {
          "name": "alignment",
          "value": -3.3371
        },
        {
          "name": "tau",
          "value": 2.8882
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1155
      },
      "coherence_score": 2.888169527053833,
      "coherence_diagnostics": {
        "tau": 2.888169527053833,
        "grad_tau": 0.5899530053138733,
        "torsion": 0.0,
        "alignment": -3.3370840549468994,
        "S_field": 0.5619919896125793,
        "Gamma_field": 0.21927328407764435,
        "S_over_Gamma": 2.5629751682281494,
        "Da": 13.663804054260254,
        "E_coh": 0.8837447166442871,
        "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": [
          [
            [
              -78.46,
              34.32
            ],
            [
              -78.36,
              34.32
            ],
            [
              -78.4,
              34.24
            ],
            [
              -78.42,
              34.22
            ],
            [
              -78.45,
              34.22
            ],
            [
              -78.48,
              34.24
            ],
            [
              -78.48,
              34.3
            ],
            [
              -78.46,
              34.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1155,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "0ed35023c076f01fc67034569330f37d3550058405ebe90d81febf82c7e21d4d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1155,
        "probability": 0.002055,
        "confidence_lo": 0.002024,
        "confidence_hi": 0.002055,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "218a2aaadfd6f1886699d51f596f49009baddf67d64296801b710d015f0f46bb"
      },
      "receipt_sha256": "218a2aaadfd6f1886699d51f596f49009baddf67d64296801b710d015f0f46bb"
    },
    {
      "storm_id": "31751",
      "lat": 46.61,
      "lon": -105.2338,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8499
        },
        {
          "name": "alignment",
          "value": -0.8714
        },
        {
          "name": "tau",
          "value": 0.9495
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1122
      },
      "coherence_score": 0.9495446085929871,
      "coherence_diagnostics": {
        "tau": 0.9495446085929871,
        "grad_tau": 0.15475401282310486,
        "torsion": 0.0,
        "alignment": -0.8713631629943848,
        "S_field": 0.28261247277259827,
        "Gamma_field": 0.2159399390220642,
        "S_over_Gamma": 1.3087550401687622,
        "Da": 13.124045372009277,
        "E_coh": 0.3352246880531311,
        "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": [
          [
            [
              -105.24,
              46.64
            ],
            [
              -105.2,
              46.64
            ],
            [
              -105.2,
              46.6
            ],
            [
              -105.22,
              46.58
            ],
            [
              -105.25,
              46.57
            ],
            [
              -105.26,
              46.58
            ],
            [
              -105.26,
              46.63
            ],
            [
              -105.24,
              46.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1122,
      "confidence_lo": 0.002,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "7bc0da87bad66b077ea00f78862ad5baa4d331cace874ce427fe30c74ec505fe",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1122,
        "probability": 0.002049,
        "confidence_lo": 0.001965,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4cce5363af12fba1c73eb49378f0bb2951415a2f3df085d53d74407b0d3393bc"
      },
      "receipt_sha256": "4cce5363af12fba1c73eb49378f0bb2951415a2f3df085d53d74407b0d3393bc"
    },
    {
      "storm_id": "31746",
      "lat": 27.81,
      "lon": -83.5573,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2571.0,
      "ebshear": 7.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.9749
        },
        {
          "name": "alignment",
          "value": 0.5743
        },
        {
          "name": "tau",
          "value": 2.028
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1114
      },
      "coherence_score": 2.0280203819274902,
      "coherence_diagnostics": {
        "tau": 2.0280203819274902,
        "grad_tau": 0.492750883102417,
        "torsion": 0.0,
        "alignment": 0.5742757320404053,
        "S_field": 0.38035207986831665,
        "Gamma_field": 0.27260661125183105,
        "S_over_Gamma": 1.395241618156433,
        "Da": 16.646120071411133,
        "E_coh": 0.8406663537025452,
        "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": [
          [
            [
              -83.55,
              27.85
            ],
            [
              -83.53,
              27.83
            ],
            [
              -83.54,
              27.81
            ],
            [
              -83.53,
              27.8
            ],
            [
              -83.53,
              27.77
            ],
            [
              -83.54,
              27.76
            ],
            [
              -83.57,
              27.78
            ],
            [
              -83.61,
              27.78
            ],
            [
              -83.61,
              27.84
            ],
            [
              -83.57,
              27.84
            ],
            [
              -83.55,
              27.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1114,
      "confidence_lo": 0.002,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "2b182909ab494d68edbc9206e2fed2e898137602e5406d16179cfd591f68c192",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1114,
        "probability": 0.002049,
        "confidence_lo": 0.001965,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e7ed948920864f988b16cb60d1aa8dcbb45cc5f3133642e447820b01a33ee43c"
      },
      "receipt_sha256": "e7ed948920864f988b16cb60d1aa8dcbb45cc5f3133642e447820b01a33ee43c"
    },
    {
      "storm_id": "31777",
      "lat": 32.3794,
      "lon": -113.5141,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 225.0,
      "ebshear": 9.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5999
        },
        {
          "name": "alignment",
          "value": -2.4574
        },
        {
          "name": "tau",
          "value": 0.3547
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1072
      },
      "coherence_score": 0.35469308495521545,
      "coherence_diagnostics": {
        "tau": 0.35469308495521545,
        "grad_tau": 0.06533795595169067,
        "torsion": 0.0,
        "alignment": -2.457383155822754,
        "S_field": 0.09308139234781265,
        "Gamma_field": 0.43927329778671265,
        "S_over_Gamma": 0.2118985950946808,
        "Da": 27.30108642578125,
        "E_coh": 0.6751115322113037,
        "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": [
          [
            [
              -113.5,
              32.43
            ],
            [
              -113.49,
              32.42
            ],
            [
              -113.49,
              32.41
            ],
            [
              -113.49,
              32.4
            ],
            [
              -113.48,
              32.39
            ],
            [
              -113.47,
              32.39
            ],
            [
              -113.48,
              32.39
            ],
            [
              -113.49,
              32.38
            ],
            [
              -113.49,
              32.37
            ],
            [
              -113.48,
              32.36
            ],
            [
              -113.47,
              32.37
            ],
            [
              -113.47,
              32.36
            ],
            [
              -113.47,
              32.35
            ],
            [
              -113.48,
              32.36
            ],
            [
              -113.49,
              32.35
            ],
            [
              -113.5,
              32.35
            ],
            [
              -113.51,
              32.35
            ],
            [
              -113.52,
              32.35
            ],
            [
              -113.53,
              32.34
            ],
            [
              -113.54,
              32.34
            ],
            [
              -113.55,
              32.34
            ],
            [
              -113.56,
              32.34
            ],
            [
              -113.57,
              32.35
            ],
            [
              -113.57,
              32.36
            ],
            [
              -113.57,
              32.37
            ],
            [
              -113.56,
              32.38
            ],
            [
              -113.56,
              32.39
            ],
            [
              -113.55,
              32.4
            ],
            [
              -113.55,
              32.41
            ],
            [
              -113.54,
              32.41
            ],
            [
              -113.53,
              32.42
            ],
            [
              -113.52,
              32.42
            ],
            [
              -113.51,
              32.42
            ],
            [
              -113.5,
              32.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1072,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "98a8635c7b370bd7f9c4f657cecfe1c14a20ca5d778003f5da06f548b5f417b8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1072,
        "probability": 0.001647,
        "confidence_lo": 0.001317,
        "confidence_hi": 0.001647,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5a3e577b55144adec94eda07dfba16b890da26785bc705fc738577dee9331b20"
      },
      "receipt_sha256": "5a3e577b55144adec94eda07dfba16b890da26785bc705fc738577dee9331b20"
    },
    {
      "storm_id": "31655",
      "lat": 34.2375,
      "lon": -78.605,
      "motion_east": 6.4,
      "motion_south": -4.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3337.0,
      "ebshear": 11.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9749
        },
        {
          "name": "alignment",
          "value": -3.3371
        },
        {
          "name": "tau",
          "value": 2.8882
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1053
      },
      "coherence_score": 2.888169527053833,
      "coherence_diagnostics": {
        "tau": 2.888169527053833,
        "grad_tau": 0.5899530053138733,
        "torsion": 0.0,
        "alignment": -3.3370840549468994,
        "S_field": 0.5619919896125793,
        "Gamma_field": 0.21927328407764435,
        "S_over_Gamma": 2.5629751682281494,
        "Da": 13.663804054260254,
        "E_coh": 0.8837447166442871,
        "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": [
          [
            [
              -78.61,
              34.27
            ],
            [
              -78.59,
              34.27
            ],
            [
              -78.57,
              34.25
            ],
            [
              -78.57,
              34.21
            ],
            [
              -78.6,
              34.19
            ],
            [
              -78.65,
              34.19
            ],
            [
              -78.64,
              34.25
            ],
            [
              -78.61,
              34.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1053,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "cfcd063d294a640d88c67c4ae92e276e5d27cbcd092e543be985bafc8f509bb4",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.1053,
        "probability": 0.0015,
        "confidence_lo": 0.001317,
        "confidence_hi": 0.001501,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "336327ea2448b06649a57c70c171cdffef09f58b5054fd653e549f8ad878a08a"
      },
      "receipt_sha256": "336327ea2448b06649a57c70c171cdffef09f58b5054fd653e549f8ad878a08a"
    },
    {
      "storm_id": "31721",
      "lat": 44.28,
      "lon": -82.1114,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2189.0,
      "ebshear": 27.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.44,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4749
        },
        {
          "name": "alignment",
          "value": 1.6738
        },
        {
          "name": "tau",
          "value": 1.9892
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0979
      },
      "coherence_score": 1.9892487525939941,
      "coherence_diagnostics": {
        "tau": 1.9892487525939941,
        "grad_tau": 0.3437398076057434,
        "torsion": 0.0,
        "alignment": 1.6737730503082275,
        "S_field": 0.29728448390960693,
        "Gamma_field": 0.33260661363601685,
        "S_over_Gamma": 0.8938021063804626,
        "Da": 18.577733993530273,
        "E_coh": 0.5756558179855347,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.12,
              44.32
            ],
            [
              -82.08,
              44.31
            ],
            [
              -82.08,
              44.25
            ],
            [
              -82.09,
              44.24
            ],
            [
              -82.13,
              44.24
            ],
            [
              -82.16,
              44.28
            ],
            [
              -82.12,
              44.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0979,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "7606279192147c6eb42898421225498bdde90e334cb1fd74ebe0c57d4dc97954",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0979,
        "probability": 0.00139,
        "confidence_lo": 0.001317,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "caaaea1996c962f41c28ca09041ba650bc94e5c9687c4fd58b2e9510dc991d04"
      },
      "receipt_sha256": "caaaea1996c962f41c28ca09041ba650bc94e5c9687c4fd58b2e9510dc991d04"
    },
    {
      "storm_id": "31752",
      "lat": 46.555,
      "lon": -104.8787,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4749
        },
        {
          "name": "alignment",
          "value": 0.1179
        },
        {
          "name": "tau",
          "value": 1.051
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.095
      },
      "coherence_score": 1.0510151386260986,
      "coherence_diagnostics": {
        "tau": 1.0510151386260986,
        "grad_tau": 0.02982143871486187,
        "torsion": 0.0,
        "alignment": 0.11786651611328125,
        "S_field": 0.3893885016441345,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.9218944311141968,
        "Da": 12.5458402633667,
        "E_coh": 0.44848763942718506,
        "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": [
          [
            [
              -104.88,
              46.59
            ],
            [
              -104.85,
              46.58
            ],
            [
              -104.85,
              46.53
            ],
            [
              -104.86,
              46.52
            ],
            [
              -104.89,
              46.52
            ],
            [
              -104.91,
              46.54
            ],
            [
              -104.91,
              46.57
            ],
            [
              -104.88,
              46.59
            ]
          ]
        ]
      },
      "raw_probability": 0.095,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "fd82b044cdcab491a3873a17739c347020c681d992d14b0c18c7c839a2389ee8",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.095,
        "probability": 0.001379,
        "confidence_lo": 0.001317,
        "confidence_hi": 0.001379,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3033f91622faa991b1dfdbb94957742259e720a650e74f55ca57c297253c099f"
      },
      "receipt_sha256": "3033f91622faa991b1dfdbb94957742259e720a650e74f55ca57c297253c099f"
    },
    {
      "storm_id": "31754",
      "lat": 46.2844,
      "lon": -103.1256,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8499
        },
        {
          "name": "alignment",
          "value": -3.0047
        },
        {
          "name": "tau",
          "value": 1.0672
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0901
      },
      "coherence_score": 1.0671924352645874,
      "coherence_diagnostics": {
        "tau": 1.0671924352645874,
        "grad_tau": 0.08257545530796051,
        "torsion": 0.0,
        "alignment": -3.0047194957733154,
        "S_field": 0.3184135854244232,
        "Gamma_field": 0.1859399378299713,
        "S_over_Gamma": 1.7124539613723755,
        "Da": 11.048340797424316,
        "E_coh": 0.37664589285850525,
        "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": [
          [
            [
              -103.14,
              46.32
            ],
            [
              -103.1,
              46.32
            ],
            [
              -103.09,
              46.31
            ],
            [
              -103.09,
              46.25
            ],
            [
              -103.11,
              46.24
            ],
            [
              -103.14,
              46.24
            ],
            [
              -103.16,
              46.26
            ],
            [
              -103.16,
              46.3
            ],
            [
              -103.14,
              46.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0901,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "df5cb290733922304599a0e4cae04ec51316dd3e29fa333931d4aa721ffb1c45",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0901,
        "probability": 0.001379,
        "confidence_lo": 0.001317,
        "confidence_hi": 0.001379,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9cb8798f05bb566020a9e0682133e53f346d5799de8b65fd0ce249d3a0b6cd3"
      },
      "receipt_sha256": "a9cb8798f05bb566020a9e0682133e53f346d5799de8b65fd0ce249d3a0b6cd3"
    },
    {
      "storm_id": "31640",
      "lat": 43.8665,
      "lon": -103.6911,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2249
        },
        {
          "name": "alignment",
          "value": 0.9052
        },
        {
          "name": "tau",
          "value": 0.8499
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0863
      },
      "coherence_score": 0.8498555421829224,
      "coherence_diagnostics": {
        "tau": 0.8498555421829224,
        "grad_tau": 0.11698214709758759,
        "torsion": 0.0,
        "alignment": 0.9051893949508667,
        "S_field": 0.21010997891426086,
        "Gamma_field": 0.2684399485588074,
        "S_over_Gamma": 0.7827075719833374,
        "Da": 16.75783920288086,
        "E_coh": 0.5503068566322327,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.73,
              43.91
            ],
            [
              -103.72,
              43.91
            ],
            [
              -103.71,
              43.91
            ],
            [
              -103.7,
              43.91
            ],
            [
              -103.7,
              43.9
            ],
            [
              -103.69,
              43.89
            ],
            [
              -103.68,
              43.88
            ],
            [
              -103.67,
              43.88
            ],
            [
              -103.66,
              43.88
            ],
            [
              -103.65,
              43.88
            ],
            [
              -103.64,
              43.88
            ],
            [
              -103.63,
              43.88
            ],
            [
              -103.62,
              43.88
            ],
            [
              -103.63,
              43.87
            ],
            [
              -103.64,
              43.88
            ],
            [
              -103.65,
              43.87
            ],
            [
              -103.66,
              43.87
            ],
            [
              -103.67,
              43.86
            ],
            [
              -103.68,
              43.85
            ],
            [
              -103.68,
              43.84
            ],
            [
              -103.68,
              43.83
            ],
            [
              -103.68,
              43.82
            ],
            [
              -103.68,
              43.81
            ],
            [
              -103.68,
              43.8
            ],
            [
              -103.69,
              43.8
            ],
            [
              -103.7,
              43.79
            ],
            [
              -103.71,
              43.8
            ],
            [
              -103.71,
              43.81
            ],
            [
              -103.7,
              43.82
            ],
            [
              -103.7,
              43.83
            ],
            [
              -103.7,
              43.84
            ],
            [
              -103.7,
              43.85
            ],
            [
              -103.7,
              43.86
            ],
            [
              -103.7,
              43.87
            ],
            [
              -103.71,
              43.88
            ],
            [
              -103.7,
              43.89
            ],
            [
              -103.7,
              43.9
            ],
            [
              -103.71,
              43.91
            ],
            [
              -103.72,
              43.9
            ],
            [
              -103.73,
              43.89
            ],
            [
              -103.73,
              43.88
            ],
            [
              -103.73,
              43.87
            ],
            [
              -103.73,
              43.88
            ],
            [
              -103.73,
              43.89
            ],
            [
              -103.73,
              43.9
            ],
            [
              -103.73,
              43.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0863,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b7dee61051bcf529fd5c5823bc2d707a0edead7671e4dbb813868fc30d28e162",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0863,
        "probability": 0.001379,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001379,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4edf7a5860cb266bd6eaec82372b1e8d5b371b1ad710418b8c79a5cfda4c620d"
      },
      "receipt_sha256": "4edf7a5860cb266bd6eaec82372b1e8d5b371b1ad710418b8c79a5cfda4c620d"
    },
    {
      "storm_id": "31662",
      "lat": 27.4125,
      "lon": -83.7108,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2542.0,
      "ebshear": 10.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.2249
        },
        {
          "name": "alignment",
          "value": -0.0096
        },
        {
          "name": "tau",
          "value": 2.114
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0856
      },
      "coherence_score": 2.114025831222534,
      "coherence_diagnostics": {
        "tau": 2.114025831222534,
        "grad_tau": 0.399635910987854,
        "torsion": 0.0,
        "alignment": -0.009551763534545898,
        "S_field": 0.4384213387966156,
        "Gamma_field": 0.2834399342536926,
        "S_over_Gamma": 1.5467875003814697,
        "Da": 17.21649742126465,
        "E_coh": 0.6661780476570129,
        "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": [
          [
            [
              -83.76,
              27.46
            ],
            [
              -83.7,
              27.43
            ],
            [
              -83.69,
              27.44
            ],
            [
              -83.67,
              27.43
            ],
            [
              -83.67,
              27.36
            ],
            [
              -83.69,
              27.38
            ],
            [
              -83.69,
              27.4
            ],
            [
              -83.7,
              27.41
            ],
            [
              -83.72,
              27.41
            ],
            [
              -83.73,
              27.39
            ],
            [
              -83.75,
              27.38
            ],
            [
              -83.76,
              27.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0856,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0856,
        "probability": 0.001379,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001379,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0470166232753471d5ac73726e63e34c9bae1ac954e5789d28e06605444ad28a"
      },
      "receipt_sha256": "0470166232753471d5ac73726e63e34c9bae1ac954e5789d28e06605444ad28a"
    },
    {
      "storm_id": "31687",
      "lat": 33.2075,
      "lon": -114.7108,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 303.0,
      "ebshear": 7.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7249
        },
        {
          "name": "alignment",
          "value": 2.1301
        },
        {
          "name": "tau",
          "value": 0.4015
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0836
      },
      "coherence_score": 0.40149208903312683,
      "coherence_diagnostics": {
        "tau": 0.40149208903312683,
        "grad_tau": 0.04510379582643509,
        "torsion": 0.0,
        "alignment": 2.1301064491271973,
        "S_field": 0.05141248553991318,
        "Gamma_field": 0.15927328169345856,
        "S_over_Gamma": 0.3227941691875458,
        "Da": 9.978775024414062,
        "E_coh": 0.8473313450813293,
        "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": [
          [
            [
              -114.78,
              33.25
            ],
            [
              -114.69,
              33.25
            ],
            [
              -114.69,
              33.23
            ],
            [
              -114.67,
              33.22
            ],
            [
              -114.67,
              33.21
            ],
            [
              -114.65,
              33.2
            ],
            [
              -114.65,
              33.19
            ],
            [
              -114.68,
              33.16
            ],
            [
              -114.75,
              33.16
            ],
            [
              -114.75,
              33.18
            ],
            [
              -114.77,
              33.19
            ],
            [
              -114.78,
              33.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0836,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "960a0e0a3c9c3e94e181fb58a6a454e5613985dee3043c93b629d2f592b5282d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0836,
        "probability": 0.001237,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001238,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a1e3f365306d2ae87bf13a8e84966c0d95e609dfb440cf8b38c32e86c7fc987f"
      },
      "receipt_sha256": "a1e3f365306d2ae87bf13a8e84966c0d95e609dfb440cf8b38c32e86c7fc987f"
    },
    {
      "storm_id": "31497",
      "lat": 33.791,
      "lon": -107.385,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 410.0,
      "ebshear": 13.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2249
        },
        {
          "name": "alignment",
          "value": -9.0516
        },
        {
          "name": "tau",
          "value": 0.2812
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0811
      },
      "coherence_score": 0.28123772144317627,
      "coherence_diagnostics": {
        "tau": 0.28123772144317627,
        "grad_tau": 0.017338743433356285,
        "torsion": 0.0,
        "alignment": -9.051583290100098,
        "S_field": 0.15767990052700043,
        "Gamma_field": 0.8801066875457764,
        "S_over_Gamma": 0.1791599839925766,
        "Da": 56.50200271606445,
        "E_coh": 0.6527125239372253,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.4,
              33.83
            ],
            [
              -107.37,
              33.83
            ],
            [
              -107.33,
              33.8
            ],
            [
              -107.33,
              33.75
            ],
            [
              -107.34,
              33.74
            ],
            [
              -107.4,
              33.74
            ],
            [
              -107.43,
              33.77
            ],
            [
              -107.43,
              33.8
            ],
            [
              -107.42,
              33.82
            ],
            [
              -107.4,
              33.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0811,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f347218cd885ffe2d8fd61e6eee2b43f9c75806e7b0a882911535ee3755d99dd",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0811,
        "probability": 0.001171,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001171,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ec546f81d54a25aa2e240d862646bd986909f9e9efb8e349f2396fb4901f5c3"
      },
      "receipt_sha256": "7ec546f81d54a25aa2e240d862646bd986909f9e9efb8e349f2396fb4901f5c3"
    },
    {
      "storm_id": "31800",
      "lat": 34.9514,
      "lon": -118.9429,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8499
        },
        {
          "name": "alignment",
          "value": -2.5027
        },
        {
          "name": "tau",
          "value": 0.5263
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0745
      },
      "coherence_score": 0.526288628578186,
      "coherence_diagnostics": {
        "tau": 0.526288628578186,
        "grad_tau": 0.07086902856826782,
        "torsion": 0.0,
        "alignment": -2.5027098655700684,
        "S_field": 0.06287753582000732,
        "Gamma_field": 0.1534399390220642,
        "S_over_Gamma": 0.4097859859466553,
        "Da": 9.046381950378418,
        "E_coh": 0.37053295969963074,
        "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": [
          [
            [
              -118.99,
              35.0
            ],
            [
              -118.88,
              35.0
            ],
            [
              -118.88,
              34.92
            ],
            [
              -118.89,
              34.91
            ],
            [
              -118.98,
              34.91
            ],
            [
              -118.99,
              34.92
            ],
            [
              -118.99,
              35.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0745,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "b613482b4e91076f5817018c3d1e10d0f74b1a9eba295c1c1ed72d71334e6f7a",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0745,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0e6b1232fb3015e7a6282b927b6c0d34f582e02edbde2eeb4c3b54ebae2c3d0"
      },
      "receipt_sha256": "d0e6b1232fb3015e7a6282b927b6c0d34f582e02edbde2eeb4c3b54ebae2c3d0"
    },
    {
      "storm_id": "31713",
      "lat": 32.7753,
      "lon": -114.1227,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 538.0,
      "ebshear": 8.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3499
        },
        {
          "name": "alignment",
          "value": 2.7028
        },
        {
          "name": "tau",
          "value": 0.3874
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 0.387395977973938,
      "coherence_diagnostics": {
        "tau": 0.387395977973938,
        "grad_tau": 0.06511226296424866,
        "torsion": 0.0,
        "alignment": 2.7027695178985596,
        "S_field": 0.017441462725400925,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 0.08608536422252655,
        "Da": 13.06191349029541,
        "E_coh": 0.13787174224853516,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.15,
              32.8
            ],
            [
              -114.13,
              32.8
            ],
            [
              -114.12,
              32.79
            ],
            [
              -114.1,
              32.79
            ],
            [
              -114.09,
              32.8
            ],
            [
              -114.08,
              32.79
            ],
            [
              -114.09,
              32.78
            ],
            [
              -114.09,
              32.76
            ],
            [
              -114.12,
              32.76
            ],
            [
              -114.13,
              32.75
            ],
            [
              -114.13,
              32.73
            ],
            [
              -114.15,
              32.73
            ],
            [
              -114.15,
              32.77
            ],
            [
              -114.16,
              32.78
            ],
            [
              -114.15,
              32.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0744,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0744,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ea0a34a8389697ab7cf23d23750a10499bc3a1caab1ef42a9f354d236d80940"
      },
      "receipt_sha256": "5ea0a34a8389697ab7cf23d23750a10499bc3a1caab1ef42a9f354d236d80940"
    },
    {
      "storm_id": "31663",
      "lat": 27.1357,
      "lon": -83.9514,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2411.0,
      "ebshear": 12.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2249
        },
        {
          "name": "alignment",
          "value": 0.1487
        },
        {
          "name": "tau",
          "value": 1.7812
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0742
      },
      "coherence_score": 1.781186819076538,
      "coherence_diagnostics": {
        "tau": 1.781186819076538,
        "grad_tau": 0.5809840559959412,
        "torsion": 0.0,
        "alignment": 0.14867353439331055,
        "S_field": 1.1261086463928223,
        "Gamma_field": 0.18427327275276184,
        "S_over_Gamma": 6.111079692840576,
        "Da": 10.994050025939941,
        "E_coh": 0.9364315867424011,
        "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": [
          [
            [
              -84.0,
              27.17
            ],
            [
              -83.91,
              27.17
            ],
            [
              -83.91,
              27.15
            ],
            [
              -83.92,
              27.14
            ],
            [
              -83.92,
              27.08
            ],
            [
              -84.0,
              27.07
            ],
            [
              -84.0,
              27.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0742,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f1671f7cd3cac5fc647a93175f906e53e487884cc45be582a492ce04475cfc33",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0742,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a87f9590a3e92b73d8ecee391f81ba7cf310a5d693af26174d8f53ebca2f32ea"
      },
      "receipt_sha256": "a87f9590a3e92b73d8ecee391f81ba7cf310a5d693af26174d8f53ebca2f32ea"
    },
    {
      "storm_id": "31738",
      "lat": 32.9875,
      "lon": -75.9125,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4052.0,
      "ebshear": 16.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9749
        },
        {
          "name": "alignment",
          "value": 2.777
        },
        {
          "name": "tau",
          "value": 5.0113
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.067
      },
      "coherence_score": 5.011337757110596,
      "coherence_diagnostics": {
        "tau": 5.011337757110596,
        "grad_tau": 0.4277333617210388,
        "torsion": 0.0,
        "alignment": 2.7769718170166016,
        "S_field": 1.7389113903045654,
        "Gamma_field": 0.17260661721229553,
        "S_over_Gamma": 10.074419021606445,
        "Da": 10.678805351257324,
        "E_coh": 0.9821718335151672,
        "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": [
          [
            [
              -75.93,
              33.02
            ],
            [
              -75.92,
              33.01
            ],
            [
              -75.85,
              33.01
            ],
            [
              -75.85,
              32.93
            ],
            [
              -75.92,
              32.93
            ],
            [
              -75.9,
              32.95
            ],
            [
              -75.9,
              32.99
            ],
            [
              -75.91,
              33.0
            ],
            [
              -75.93,
              32.99
            ],
            [
              -75.94,
              33.0
            ],
            [
              -75.97,
              33.0
            ],
            [
              -75.93,
              33.02
            ]
          ]
        ]
      },
      "raw_probability": 0.067,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "1d36a72c5cbde03960f29603b587b37ec5e5c09400022b7db51c80cc8840e811",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.067,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c7d96d78546970e0c36c2b96ddcda330dd0bbc2c34cf154bdcf643210ecbe88"
      },
      "receipt_sha256": "2c7d96d78546970e0c36c2b96ddcda330dd0bbc2c34cf154bdcf643210ecbe88"
    },
    {
      "storm_id": "31712",
      "lat": 32.9092,
      "lon": -114.5123,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 501.0,
      "ebshear": 9.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3499
        },
        {
          "name": "alignment",
          "value": 2.7028
        },
        {
          "name": "tau",
          "value": 0.3874
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0657
      },
      "coherence_score": 0.387395977973938,
      "coherence_diagnostics": {
        "tau": 0.387395977973938,
        "grad_tau": 0.06511226296424866,
        "torsion": 0.0,
        "alignment": 2.7027695178985596,
        "S_field": 0.017441462725400925,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 0.08608536422252655,
        "Da": 13.06191349029541,
        "E_coh": 0.13787174224853516,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.56,
              32.95
            ],
            [
              -114.47,
              32.95
            ],
            [
              -114.46,
              32.94
            ],
            [
              -114.46,
              32.92
            ],
            [
              -114.48,
              32.9
            ],
            [
              -114.49,
              32.9
            ],
            [
              -114.51,
              32.88
            ],
            [
              -114.51,
              32.87
            ],
            [
              -114.53,
              32.87
            ],
            [
              -114.54,
              32.88
            ],
            [
              -114.54,
              32.9
            ],
            [
              -114.55,
              32.91
            ],
            [
              -114.56,
              32.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0657,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "eb060c7f4f853570157507175a4bf54635142ea4756e8a38fcfd987929493fcc",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0657,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ed9f573c208dcb4db839e453375ff7d7f5435e623ad6a7fbf72707337d334bd"
      },
      "receipt_sha256": "0ed9f573c208dcb4db839e453375ff7d7f5435e623ad6a7fbf72707337d334bd"
    },
    {
      "storm_id": "31739",
      "lat": 32.7883,
      "lon": -76.4225,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3799.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5999
        },
        {
          "name": "alignment",
          "value": 1.2374
        },
        {
          "name": "tau",
          "value": 4.3693
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0637
      },
      "coherence_score": 4.369327545166016,
      "coherence_diagnostics": {
        "tau": 4.369327545166016,
        "grad_tau": 0.4624601900577545,
        "torsion": 0.0,
        "alignment": 1.2373703718185425,
        "S_field": 1.34785795211792,
        "Gamma_field": 0.1834399402141571,
        "S_over_Gamma": 7.347679615020752,
        "Da": 10.765460968017578,
        "E_coh": 0.9526034593582153,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.41,
              32.84
            ],
            [
              -76.37,
              32.81
            ],
            [
              -76.37,
              32.77
            ],
            [
              -76.35,
              32.76
            ],
            [
              -76.39,
              32.73
            ],
            [
              -76.47,
              32.74
            ],
            [
              -76.46,
              32.75
            ],
            [
              -76.46,
              32.77
            ],
            [
              -76.48,
              32.8
            ],
            [
              -76.48,
              32.82
            ],
            [
              -76.42,
              32.83
            ],
            [
              -76.41,
              32.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0637,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "5785cfcac68715dd8b54e7488955a17385acfad6e4866ea1f9f0c3f6a70a8466",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0637,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d34bc0bd9e7245bec6e7af13388799fd513de0e9c843a7d3e0b129eefaa4b667"
      },
      "receipt_sha256": "d34bc0bd9e7245bec6e7af13388799fd513de0e9c843a7d3e0b129eefaa4b667"
    },
    {
      "storm_id": "31776",
      "lat": 33.1655,
      "lon": -76.2436,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4108.0,
      "ebshear": 15.0,
      "srh01": 12.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3499
        },
        {
          "name": "alignment",
          "value": -0.9035
        },
        {
          "name": "tau",
          "value": 4.3951
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0634
      },
      "coherence_score": 4.395092010498047,
      "coherence_diagnostics": {
        "tau": 4.395092010498047,
        "grad_tau": 0.6682630777359009,
        "torsion": 0.0,
        "alignment": -0.9034970998764038,
        "S_field": 1.1227736473083496,
        "Gamma_field": 0.2184399515390396,
        "S_over_Gamma": 5.139964580535889,
        "Da": 13.53453540802002,
        "E_coh": 0.9456266164779663,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.26,
              33.2
            ],
            [
              -76.18,
              33.2
            ],
            [
              -76.18,
              33.18
            ],
            [
              -76.2,
              33.14
            ],
            [
              -76.24,
              33.11
            ],
            [
              -76.26,
              33.11
            ],
            [
              -76.29,
              33.14
            ],
            [
              -76.28,
              33.17
            ],
            [
              -76.26,
              33.18
            ],
            [
              -76.27,
              33.19
            ],
            [
              -76.26,
              33.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0634,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f4b4cd5d9c5100b474f24569b748ce81f1b0ed96947d803725d3e833ce5ee6fa",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0634,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "208da93ddccef0b4f57f87a5632103bb7f0b352cfb5eb4a834020d7011105a1c"
      },
      "receipt_sha256": "208da93ddccef0b4f57f87a5632103bb7f0b352cfb5eb4a834020d7011105a1c"
    },
    {
      "storm_id": "31357",
      "lat": 26.5205,
      "lon": -84.055,
      "motion_east": 1.6,
      "motion_south": -7.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2384.0,
      "ebshear": 12.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2249
        },
        {
          "name": "alignment",
          "value": 0.1487
        },
        {
          "name": "tau",
          "value": 1.7812
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.058
      },
      "coherence_score": 1.781186819076538,
      "coherence_diagnostics": {
        "tau": 1.781186819076538,
        "grad_tau": 0.5809840559959412,
        "torsion": 0.0,
        "alignment": 0.14867353439331055,
        "S_field": 1.1261086463928223,
        "Gamma_field": 0.18427327275276184,
        "S_over_Gamma": 6.111079692840576,
        "Da": 10.994050025939941,
        "E_coh": 0.9364315867424011,
        "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": [
          [
            [
              -84.02,
              26.66
            ],
            [
              -84.0,
              26.66
            ],
            [
              -84.0,
              26.64
            ],
            [
              -83.99,
              26.63
            ],
            [
              -83.99,
              26.5
            ],
            [
              -84.03,
              26.45
            ],
            [
              -84.02,
              26.43
            ],
            [
              -84.02,
              26.38
            ],
            [
              -84.03,
              26.37
            ],
            [
              -84.06,
              26.4
            ],
            [
              -84.09,
              26.4
            ],
            [
              -84.1,
              26.39
            ],
            [
              -84.11,
              26.4
            ],
            [
              -84.12,
              26.42
            ],
            [
              -84.12,
              26.51
            ],
            [
              -84.11,
              26.52
            ],
            [
              -84.11,
              26.55
            ],
            [
              -84.09,
              26.59
            ],
            [
              -84.07,
              26.61
            ],
            [
              -84.07,
              26.64
            ],
            [
              -84.04,
              26.64
            ],
            [
              -84.02,
              26.66
            ]
          ]
        ]
      },
      "raw_probability": 0.058,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "728bcc7d5c0f3728de3fa536031fbcf46b145647b8a6ef62d1b10c891099f4f1",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.058,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "976c41ddf109524012343453503cccaf2d92133ba3dab6556cbf3dd538b3a505"
      },
      "receipt_sha256": "976c41ddf109524012343453503cccaf2d92133ba3dab6556cbf3dd538b3a505"
    },
    {
      "storm_id": "31763",
      "lat": 43.3622,
      "lon": -116.8078,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 45.0,
      "ebshear": 10.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7249
        },
        {
          "name": "alignment",
          "value": 0.3679
        },
        {
          "name": "tau",
          "value": 0.762
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 0.7619997262954712,
      "coherence_diagnostics": {
        "tau": 0.7619997262954712,
        "grad_tau": 0.0937301516532898,
        "torsion": 0.0,
        "alignment": 0.36789655685424805,
        "S_field": 0.15767338871955872,
        "Gamma_field": 0.2876066267490387,
        "S_over_Gamma": 0.5482258796691895,
        "Da": 16.971603393554688,
        "E_coh": 0.5041861534118652,
        "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": [
          [
            [
              -116.81,
              43.39
            ],
            [
              -116.79,
              43.39
            ],
            [
              -116.78,
              43.38
            ],
            [
              -116.78,
              43.34
            ],
            [
              -116.79,
              43.33
            ],
            [
              -116.83,
              43.33
            ],
            [
              -116.84,
              43.34
            ],
            [
              -116.84,
              43.37
            ],
            [
              -116.81,
              43.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0567,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0567,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "944406a391e4e79621ab4ec3172936094ba3b9747448079f70e9744fe1353896"
      },
      "receipt_sha256": "944406a391e4e79621ab4ec3172936094ba3b9747448079f70e9744fe1353896"
    },
    {
      "storm_id": "31808",
      "lat": 26.9526,
      "lon": -84.0047,
      "motion_east": 7.1,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2370.0,
      "ebshear": 12.0,
      "srh01": 21.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2249
        },
        {
          "name": "alignment",
          "value": 0.1487
        },
        {
          "name": "tau",
          "value": 1.7812
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 1.781186819076538,
      "coherence_diagnostics": {
        "tau": 1.781186819076538,
        "grad_tau": 0.5809840559959412,
        "torsion": 0.0,
        "alignment": 0.14867353439331055,
        "S_field": 1.1261086463928223,
        "Gamma_field": 0.18427327275276184,
        "S_over_Gamma": 6.111079692840576,
        "Da": 10.994050025939941,
        "E_coh": 0.9364315867424011,
        "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": [
          [
            [
              -84.04,
              27.01
            ],
            [
              -84.03,
              27.01
            ],
            [
              -84.02,
              27.0
            ],
            [
              -84.01,
              26.99
            ],
            [
              -84.0,
              26.99
            ],
            [
              -84.0,
              26.98
            ],
            [
              -84.0,
              26.97
            ],
            [
              -84.0,
              26.96
            ],
            [
              -84.0,
              26.95
            ],
            [
              -84.0,
              26.94
            ],
            [
              -83.99,
              26.93
            ],
            [
              -83.98,
              26.93
            ],
            [
              -83.97,
              26.93
            ],
            [
              -83.96,
              26.93
            ],
            [
              -83.95,
              26.93
            ],
            [
              -83.95,
              26.92
            ],
            [
              -83.96,
              26.93
            ],
            [
              -83.97,
              26.93
            ],
            [
              -83.98,
              26.93
            ],
            [
              -83.99,
              26.93
            ],
            [
              -84.0,
              26.92
            ],
            [
              -84.0,
              26.91
            ],
            [
              -84.01,
              26.91
            ],
            [
              -84.02,
              26.91
            ],
            [
              -84.03,
              26.92
            ],
            [
              -84.03,
              26.93
            ],
            [
              -84.03,
              26.94
            ],
            [
              -84.03,
              26.95
            ],
            [
              -84.03,
              26.96
            ],
            [
              -84.03,
              26.97
            ],
            [
              -84.03,
              26.98
            ],
            [
              -84.04,
              26.99
            ],
            [
              -84.04,
              27.0
            ],
            [
              -84.04,
              27.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0527,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0527,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61d63b38bf1a46d344e4e6bd0e94efee97b2d699fcd8a5a5ab6815b33ad65eaf"
      },
      "receipt_sha256": "61d63b38bf1a46d344e4e6bd0e94efee97b2d699fcd8a5a5ab6815b33ad65eaf"
    },
    {
      "storm_id": "30455",
      "lat": 25.31,
      "lon": -82.4164,
      "motion_east": 7.7,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3452.0,
      "ebshear": 3.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8499
        },
        {
          "name": "alignment",
          "value": 0.3123
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0525
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8257560133934021,
        "torsion": 0.0,
        "alignment": 0.3122825622558594,
        "S_field": 0.49740955233573914,
        "Gamma_field": 0.22927327454090118,
        "S_over_Gamma": 2.1695051193237305,
        "Da": 14.245196342468262,
        "E_coh": 0.9566524028778076,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.4,
              25.35
            ],
            [
              -82.38,
              25.33
            ],
            [
              -82.38,
              25.3
            ],
            [
              -82.39,
              25.28
            ],
            [
              -82.4,
              25.27
            ],
            [
              -82.43,
              25.27
            ],
            [
              -82.47,
              25.25
            ],
            [
              -82.46,
              25.33
            ],
            [
              -82.45,
              25.34
            ],
            [
              -82.42,
              25.34
            ],
            [
              -82.4,
              25.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0525,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0525,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62c187440238d3a0013b867b374feeb2a5890fe0a78e442e9e56987678adb09d"
      },
      "receipt_sha256": "62c187440238d3a0013b867b374feeb2a5890fe0a78e442e9e56987678adb09d"
    },
    {
      "storm_id": "31779",
      "lat": 26.0569,
      "lon": -84.2177,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260721_160038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2094.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2249
        },
        {
          "name": "alignment",
          "value": -0.2088
        },
        {
          "name": "tau",
          "value": 0.9621
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 0.9621063470840454,
      "coherence_diagnostics": {
        "tau": 0.9621063470840454,
        "grad_tau": 0.8914593458175659,
        "torsion": 0.0,
        "alignment": -0.20881684124469757,
        "S_field": 0.43660905957221985,
        "Gamma_field": 0.22010661661624908,
        "S_over_Gamma": 1.9836252927780151,
        "Da": 13.19268798828125,
        "E_coh": 0.9557170867919922,
        "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": [
          [
            [
              -84.2,
              26.1
            ],
            [
              -84.17,
              26.1
            ],
            [
              -84.16,
              26.09
            ],
            [
              -84.16,
              26.02
            ],
            [
              -84.2,
              26.02
            ],
            [
              -84.21,
              26.01
            ],
            [
              -84.21,
              25.99
            ],
            [
              -84.3,
              25.99
            ],
            [
              -84.3,
              26.07
            ],
            [
              -84.26,
              26.07
            ],
            [
              -84.25,
              26.09
            ],
            [
              -84.21,
              26.09
            ],
            [
              -84.2,
              26.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0453,
      "confidence_lo": 0.0009,
      "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": "4814960d0664d7938dd44a549d8fc23256209f6bfa4f5e3c08180e2571c2434b",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-07-21T16:31:22Z",
        "raw_probability": 0.0453,
        "probability": 0.000929,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.000929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b6151144f9962de41d256f3b9d8f3d8270604506e9762d7be05bbcd1e57e224"
      },
      "receipt_sha256": "5b6151144f9962de41d256f3b9d8f3d8270604506e9762d7be05bbcd1e57e224"
    }
  ]
}
