{
  "forecast_id": "to_fcst_20260710_1831",
  "hazard": "tornado",
  "issued_at": "2026-07-10T18:31:32Z",
  "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": 259,
  "top_probability": 0.0251,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "876734",
      "lat": 35.1844,
      "lon": -85.3622,
      "motion_east": 10.6,
      "motion_south": 3.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0251,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2309.0,
      "ebshear": 23.0,
      "srh01": 70.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3894
        },
        {
          "name": "alignment",
          "value": -4.0824
        },
        {
          "name": "tau",
          "value": 2.5527
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7395
      },
      "coherence_score": 2.5527312755584717,
      "coherence_diagnostics": {
        "tau": 2.5527312755584717,
        "grad_tau": 0.5617232322692871,
        "torsion": 0.0,
        "alignment": -4.082395076751709,
        "S_field": 0.7028328776359558,
        "Gamma_field": 0.4609236717224121,
        "S_over_Gamma": 1.5248357057571411,
        "Da": 27.830673217773438,
        "E_coh": 0.46463242173194885,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.36,
              35.21
            ],
            [
              -85.34,
              35.21
            ],
            [
              -85.33,
              35.2
            ],
            [
              -85.33,
              35.16
            ],
            [
              -85.35,
              35.14
            ],
            [
              -85.41,
              35.14
            ],
            [
              -85.41,
              35.19
            ],
            [
              -85.37,
              35.2
            ],
            [
              -85.36,
              35.21
            ]
          ]
        ]
      },
      "raw_probability": 0.7395,
      "confidence_lo": 0.0237,
      "confidence_hi": 0.0251,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2c22e5b83abb8bb80cd2240899fb46716a9be3272371ee69f1f234efa7c48e31",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.7395,
        "probability": 0.025102,
        "confidence_lo": 0.023659,
        "confidence_hi": 0.02514,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "99416fd19b0cdeec9b24009447cbb0a66ccc6aa44d830fc3a535b5f6dc1e6ed8"
      },
      "receipt_sha256": "99416fd19b0cdeec9b24009447cbb0a66ccc6aa44d830fc3a535b5f6dc1e6ed8"
    },
    {
      "storm_id": "876360",
      "lat": 35.738,
      "lon": -84.588,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.025,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1375.0,
      "ebshear": 27.0,
      "srh01": 94.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3894
        },
        {
          "name": "alignment",
          "value": -4.0824
        },
        {
          "name": "tau",
          "value": 2.5527
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7212
      },
      "coherence_score": 2.5527312755584717,
      "coherence_diagnostics": {
        "tau": 2.5527312755584717,
        "grad_tau": 0.5617232322692871,
        "torsion": 0.0,
        "alignment": -4.082395076751709,
        "S_field": 0.7028328776359558,
        "Gamma_field": 0.4609236717224121,
        "S_over_Gamma": 1.5248357057571411,
        "Da": 27.830673217773438,
        "E_coh": 0.46463242173194885,
        "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": [
          [
            [
              -84.61,
              35.78
            ],
            [
              -84.58,
              35.78
            ],
            [
              -84.53,
              35.74
            ],
            [
              -84.53,
              35.71
            ],
            [
              -84.55,
              35.69
            ],
            [
              -84.57,
              35.69
            ],
            [
              -84.63,
              35.72
            ],
            [
              -84.63,
              35.74
            ],
            [
              -84.64,
              35.75
            ],
            [
              -84.61,
              35.78
            ]
          ]
        ]
      },
      "raw_probability": 0.7212,
      "confidence_lo": 0.0212,
      "confidence_hi": 0.0251,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d08efdb66fcf9630b61f3bc829515fa0d63806e3cbfc26494c99c302f15e23d8",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.7212,
        "probability": 0.02504,
        "confidence_lo": 0.021176,
        "confidence_hi": 0.02514,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8b6b529fd42e618864b0f5f8963b922d0c7632c645971661d7317982ca5698b"
      },
      "receipt_sha256": "d8b6b529fd42e618864b0f5f8963b922d0c7632c645971661d7317982ca5698b"
    },
    {
      "storm_id": "876300",
      "lat": 35.1419,
      "lon": -85.0886,
      "motion_east": 10.9,
      "motion_south": 3.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0223,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2224.0,
      "ebshear": 18.0,
      "srh01": 61.0,
      "maxllaz": 0.007,
      "mesh": 0.25,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3894
        },
        {
          "name": "alignment",
          "value": -4.0824
        },
        {
          "name": "tau",
          "value": 2.5527
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6825
      },
      "coherence_score": 2.5527312755584717,
      "coherence_diagnostics": {
        "tau": 2.5527312755584717,
        "grad_tau": 0.5617232322692871,
        "torsion": 0.0,
        "alignment": -4.082395076751709,
        "S_field": 0.7028328776359558,
        "Gamma_field": 0.4609236717224121,
        "S_over_Gamma": 1.5248357057571411,
        "Da": 27.830673217773438,
        "E_coh": 0.46463242173194885,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.12,
              35.26
            ],
            [
              -85.07,
              35.26
            ],
            [
              -85.03,
              35.22
            ],
            [
              -85.03,
              35.21
            ],
            [
              -85.0,
              35.19
            ],
            [
              -85.0,
              35.18
            ],
            [
              -84.97,
              35.15
            ],
            [
              -84.97,
              35.1
            ],
            [
              -85.09,
              35.03
            ],
            [
              -85.13,
              35.03
            ],
            [
              -85.14,
              35.02
            ],
            [
              -85.16,
              35.02
            ],
            [
              -85.17,
              35.03
            ],
            [
              -85.17,
              35.07
            ],
            [
              -85.14,
              35.1
            ],
            [
              -85.11,
              35.11
            ],
            [
              -85.09,
              35.13
            ],
            [
              -85.09,
              35.16
            ],
            [
              -85.13,
              35.2
            ],
            [
              -85.13,
              35.25
            ],
            [
              -85.12,
              35.26
            ]
          ]
        ]
      },
      "raw_probability": 0.6825,
      "confidence_lo": 0.0212,
      "confidence_hi": 0.0224,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "762375330271ead22e0945c7789fbabd1d1f017a9af3f2e06a87b1b8ae0337e8",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.6825,
        "probability": 0.022327,
        "confidence_lo": 0.021176,
        "confidence_hi": 0.022353,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27cc1d6adbea8a61d2ac3183df7505ebf1fe169fe4ff6f06f12a9503bc6646ee"
      },
      "receipt_sha256": "27cc1d6adbea8a61d2ac3183df7505ebf1fe169fe4ff6f06f12a9503bc6646ee"
    },
    {
      "storm_id": "876654",
      "lat": 38.5522,
      "lon": -80.7611,
      "motion_east": 10.1,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0215,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1085.0,
      "ebshear": 24.0,
      "srh01": 67.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0144
        },
        {
          "name": "alignment",
          "value": 4.6359
        },
        {
          "name": "tau",
          "value": 2.5795
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6558
      },
      "coherence_score": 2.579468250274658,
      "coherence_diagnostics": {
        "tau": 2.579468250274658,
        "grad_tau": 0.054927390068769455,
        "torsion": 0.0,
        "alignment": 4.635918617248535,
        "S_field": 0.3284566104412079,
        "Gamma_field": 0.15175700187683105,
        "S_over_Gamma": 2.1643588542938232,
        "Da": 8.790155410766602,
        "E_coh": 0.4350482225418091,
        "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": [
          [
            [
              -80.77,
              38.58
            ],
            [
              -80.74,
              38.58
            ],
            [
              -80.73,
              38.57
            ],
            [
              -80.73,
              38.54
            ],
            [
              -80.76,
              38.51
            ],
            [
              -80.77,
              38.51
            ],
            [
              -80.79,
              38.54
            ],
            [
              -80.79,
              38.56
            ],
            [
              -80.77,
              38.58
            ]
          ]
        ]
      },
      "raw_probability": 0.6558,
      "confidence_lo": 0.0203,
      "confidence_hi": 0.0215,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ad2fdb3be2a66dab7cebbc5d113458fd90f6960e88dee1f873066999b8029dbc",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.6558,
        "probability": 0.021466,
        "confidence_lo": 0.020313,
        "confidence_hi": 0.021491,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5e1fe5f20f85c0771770d78974616d1f1bcb4eee92672b86efd22ae6227b210"
      },
      "receipt_sha256": "c5e1fe5f20f85c0771770d78974616d1f1bcb4eee92672b86efd22ae6227b210"
    },
    {
      "storm_id": "876656",
      "lat": 38.4393,
      "lon": -80.492,
      "motion_east": 10.1,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0215,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1025.0,
      "ebshear": 24.0,
      "srh01": 67.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0144
        },
        {
          "name": "alignment",
          "value": 4.6359
        },
        {
          "name": "tau",
          "value": 2.5795
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6558
      },
      "coherence_score": 2.579468250274658,
      "coherence_diagnostics": {
        "tau": 2.579468250274658,
        "grad_tau": 0.054927390068769455,
        "torsion": 0.0,
        "alignment": 4.635918617248535,
        "S_field": 0.3284566104412079,
        "Gamma_field": 0.15175700187683105,
        "S_over_Gamma": 2.1643588542938232,
        "Da": 8.790155410766602,
        "E_coh": 0.4350482225418091,
        "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": [
          [
            [
              -80.55,
              38.52
            ],
            [
              -80.51,
              38.52
            ],
            [
              -80.46,
              38.47
            ],
            [
              -80.46,
              38.45
            ],
            [
              -80.41,
              38.41
            ],
            [
              -80.41,
              38.37
            ],
            [
              -80.43,
              38.35
            ],
            [
              -80.46,
              38.34
            ],
            [
              -80.48,
              38.36
            ],
            [
              -80.49,
              38.41
            ],
            [
              -80.52,
              38.44
            ],
            [
              -80.53,
              38.44
            ],
            [
              -80.56,
              38.48
            ],
            [
              -80.56,
              38.51
            ],
            [
              -80.55,
              38.52
            ]
          ]
        ]
      },
      "raw_probability": 0.6558,
      "confidence_lo": 0.0203,
      "confidence_hi": 0.0215,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ad2fdb3be2a66dab7cebbc5d113458fd90f6960e88dee1f873066999b8029dbc",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.6558,
        "probability": 0.021466,
        "confidence_lo": 0.020313,
        "confidence_hi": 0.021491,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5e1fe5f20f85c0771770d78974616d1f1bcb4eee92672b86efd22ae6227b210"
      },
      "receipt_sha256": "c5e1fe5f20f85c0771770d78974616d1f1bcb4eee92672b86efd22ae6227b210"
    },
    {
      "storm_id": "876733",
      "lat": 35.1487,
      "lon": -89.2727,
      "motion_east": 9.5,
      "motion_south": 1.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0144,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2862.0,
      "ebshear": 33.0,
      "srh01": 114.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": 11.9767
        },
        {
          "name": "tau",
          "value": 2.1299
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5856
      },
      "coherence_score": 2.1298763751983643,
      "coherence_diagnostics": {
        "tau": 2.1298763751983643,
        "grad_tau": 0.4318074584007263,
        "torsion": 0.0,
        "alignment": 11.976703643798828,
        "S_field": 0.8463948369026184,
        "Gamma_field": 0.39675700664520264,
        "S_over_Gamma": 2.1332826614379883,
        "Da": 24.24644660949707,
        "E_coh": 0.7257894277572632,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.25,
              35.21
            ],
            [
              -89.23,
              35.21
            ],
            [
              -89.21,
              35.19
            ],
            [
              -89.21,
              35.14
            ],
            [
              -89.22,
              35.13
            ],
            [
              -89.22,
              35.11
            ],
            [
              -89.26,
              35.07
            ],
            [
              -89.34,
              35.07
            ],
            [
              -89.35,
              35.09
            ],
            [
              -89.34,
              35.1
            ],
            [
              -89.34,
              35.14
            ],
            [
              -89.33,
              35.16
            ],
            [
              -89.28,
              35.2
            ],
            [
              -89.26,
              35.2
            ],
            [
              -89.25,
              35.21
            ]
          ]
        ]
      },
      "raw_probability": 0.5856,
      "confidence_lo": 0.0131,
      "confidence_hi": 0.0144,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2d1c8862845f27a67b6e13aa125e4d718583fabccedd73281ae37c1bda1eccbb",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.5856,
        "probability": 0.014404,
        "confidence_lo": 0.0131,
        "confidence_hi": 0.014423,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7c317b1e16c1c2aa03868c61fbecccea24b98d454d31d2d56f9d0552f002438"
      },
      "receipt_sha256": "c7c317b1e16c1c2aa03868c61fbecccea24b98d454d31d2d56f9d0552f002438"
    },
    {
      "storm_id": "876495",
      "lat": 36.1611,
      "lon": -81.1256,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1123.0,
      "ebshear": 22.0,
      "srh01": 49.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8894
        },
        {
          "name": "alignment",
          "value": -3.9842
        },
        {
          "name": "tau",
          "value": 2.9241
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5388
      },
      "coherence_score": 2.9241180419921875,
      "coherence_diagnostics": {
        "tau": 2.9241180419921875,
        "grad_tau": 0.2941528856754303,
        "torsion": 0.0,
        "alignment": -3.9842031002044678,
        "S_field": 0.5566346645355225,
        "Gamma_field": 0.17009033262729645,
        "S_over_Gamma": 3.272582530975342,
        "Da": 9.959755897521973,
        "E_coh": 0.5383033156394958,
        "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": [
          [
            [
              -81.15,
              36.2
            ],
            [
              -81.08,
              36.19
            ],
            [
              -81.08,
              36.16
            ],
            [
              -81.1,
              36.14
            ],
            [
              -81.1,
              36.12
            ],
            [
              -81.14,
              36.12
            ],
            [
              -81.16,
              36.14
            ],
            [
              -81.17,
              36.18
            ],
            [
              -81.15,
              36.2
            ]
          ]
        ]
      },
      "raw_probability": 0.5388,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "abca711726adcf19fd627779be4680c3c20ff0fadd0ceb8b763ae17e43997a48",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.5388,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9a7f1bf23b75613b6099456e7ed4592e400afafe32c4a9e354a6925dce8059a"
      },
      "receipt_sha256": "f9a7f1bf23b75613b6099456e7ed4592e400afafe32c4a9e354a6925dce8059a"
    },
    {
      "storm_id": "875445",
      "lat": 37.7465,
      "lon": -78.0212,
      "motion_east": 9.3,
      "motion_south": 4.9,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 948.0,
      "ebshear": 26.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3894
        },
        {
          "name": "alignment",
          "value": -9.2643
        },
        {
          "name": "tau",
          "value": 2.4872
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5189
      },
      "coherence_score": 2.4871597290039062,
      "coherence_diagnostics": {
        "tau": 2.4871597290039062,
        "grad_tau": 0.12470583617687225,
        "torsion": 0.0,
        "alignment": -9.264313697814941,
        "S_field": 0.43386170268058777,
        "Gamma_field": 0.17092366516590118,
        "S_over_Gamma": 2.5383360385894775,
        "Da": 9.472517967224121,
        "E_coh": 0.6871556043624878,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.1,
              37.83
            ],
            [
              -78.06,
              37.83
            ],
            [
              -78.0,
              37.8
            ],
            [
              -77.96,
              37.76
            ],
            [
              -77.95,
              37.76
            ],
            [
              -77.93,
              37.74
            ],
            [
              -77.92,
              37.68
            ],
            [
              -77.96,
              37.67
            ],
            [
              -77.97,
              37.68
            ],
            [
              -77.99,
              37.68
            ],
            [
              -78.01,
              37.7
            ],
            [
              -78.05,
              37.7
            ],
            [
              -78.07,
              37.72
            ],
            [
              -78.07,
              37.73
            ],
            [
              -78.11,
              37.76
            ],
            [
              -78.11,
              37.82
            ],
            [
              -78.1,
              37.83
            ]
          ]
        ]
      },
      "raw_probability": 0.5189,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2a21699df8fb1c2996ea706e147f536895103d1f4448963f9c5737994cd601ca",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.5189,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8062de41d26fb8b0a96981cca411f8f46b255fb730ff79e8be0fde20e955e312"
      },
      "receipt_sha256": "8062de41d26fb8b0a96981cca411f8f46b255fb730ff79e8be0fde20e955e312"
    },
    {
      "storm_id": "875912",
      "lat": 37.4662,
      "lon": -78.8362,
      "motion_east": 7.2,
      "motion_south": 2.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1454.0,
      "ebshear": 23.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3894
        },
        {
          "name": "alignment",
          "value": -9.2643
        },
        {
          "name": "tau",
          "value": 2.4872
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4732
      },
      "coherence_score": 2.4871597290039062,
      "coherence_diagnostics": {
        "tau": 2.4871597290039062,
        "grad_tau": 0.12470583617687225,
        "torsion": 0.0,
        "alignment": -9.264313697814941,
        "S_field": 0.43386170268058777,
        "Gamma_field": 0.17092366516590118,
        "S_over_Gamma": 2.5383360385894775,
        "Da": 9.472517967224121,
        "E_coh": 0.6871556043624878,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.86,
              37.53
            ],
            [
              -78.85,
              37.53
            ],
            [
              -78.84,
              37.53
            ],
            [
              -78.84,
              37.52
            ],
            [
              -78.83,
              37.51
            ],
            [
              -78.82,
              37.51
            ],
            [
              -78.81,
              37.5
            ],
            [
              -78.8,
              37.5
            ],
            [
              -78.8,
              37.49
            ],
            [
              -78.81,
              37.48
            ],
            [
              -78.81,
              37.47
            ],
            [
              -78.82,
              37.46
            ],
            [
              -78.82,
              37.45
            ],
            [
              -78.82,
              37.44
            ],
            [
              -78.81,
              37.43
            ],
            [
              -78.8,
              37.43
            ],
            [
              -78.79,
              37.43
            ],
            [
              -78.78,
              37.43
            ],
            [
              -78.77,
              37.43
            ],
            [
              -78.76,
              37.43
            ],
            [
              -78.75,
              37.43
            ],
            [
              -78.76,
              37.43
            ],
            [
              -78.77,
              37.43
            ],
            [
              -78.78,
              37.43
            ],
            [
              -78.79,
              37.43
            ],
            [
              -78.8,
              37.43
            ],
            [
              -78.81,
              37.43
            ],
            [
              -78.82,
              37.43
            ],
            [
              -78.82,
              37.44
            ],
            [
              -78.83,
              37.45
            ],
            [
              -78.84,
              37.45
            ],
            [
              -78.85,
              37.45
            ],
            [
              -78.86,
              37.45
            ],
            [
              -78.86,
              37.46
            ],
            [
              -78.87,
              37.47
            ],
            [
              -78.88,
              37.48
            ],
            [
              -78.89,
              37.47
            ],
            [
              -78.9,
              37.46
            ],
            [
              -78.89,
              37.45
            ],
            [
              -78.88,
              37.45
            ],
            [
              -78.89,
              37.45
            ],
            [
              -78.9,
              37.45
            ],
            [
              -78.9,
              37.46
            ],
            [
              -78.9,
              37.47
            ],
            [
              -78.9,
              37.48
            ],
            [
              -78.89,
              37.48
            ],
            [
              -78.88,
              37.48
            ],
            [
              -78.87,
              37.49
            ],
            [
              -78.87,
              37.5
            ],
            [
              -78.87,
              37.51
            ],
            [
              -78.86,
              37.52
            ],
            [
              -78.86,
              37.53
            ]
          ]
        ]
      },
      "raw_probability": 0.4732,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "20da26a5dfdc926db05a7ab83e07896b9e2e53d8dff6d81daef2479bbf9a7bd3",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.4732,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e37bada3084e24fcfcbc0d528eed8c63f8dcf0916620b3f4fedb4f455a39bee"
      },
      "receipt_sha256": "2e37bada3084e24fcfcbc0d528eed8c63f8dcf0916620b3f4fedb4f455a39bee"
    },
    {
      "storm_id": "876763",
      "lat": 38.679,
      "lon": -79.236,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 686.0,
      "ebshear": 40.0,
      "srh01": 88.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1394
        },
        {
          "name": "alignment",
          "value": -4.9075
        },
        {
          "name": "tau",
          "value": 2.5612
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4683
      },
      "coherence_score": 2.5611538887023926,
      "coherence_diagnostics": {
        "tau": 2.5611538887023926,
        "grad_tau": 0.04997488483786583,
        "torsion": 0.0,
        "alignment": -4.907477855682373,
        "S_field": 0.4268966317176819,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 2.207054853439331,
        "Da": 11.690187454223633,
        "E_coh": 0.6335577964782715,
        "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": [
          [
            [
              -79.23,
              38.71
            ],
            [
              -79.21,
              38.71
            ],
            [
              -79.2,
              38.66
            ],
            [
              -79.22,
              38.64
            ],
            [
              -79.26,
              38.64
            ],
            [
              -79.27,
              38.66
            ],
            [
              -79.26,
              38.68
            ],
            [
              -79.25,
              38.68
            ],
            [
              -79.23,
              38.7
            ],
            [
              -79.23,
              38.71
            ]
          ]
        ]
      },
      "raw_probability": 0.4683,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6ee6a964ab7f7ccd316a91eb230d6750869d9dde75452149fa924f6096f3cba4",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.4683,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27f1932c6acc48dae5164020f875a56999ffbb061791cca473eb100a1ce7c0a6"
      },
      "receipt_sha256": "27f1932c6acc48dae5164020f875a56999ffbb061791cca473eb100a1ce7c0a6"
    },
    {
      "storm_id": "876549",
      "lat": 37.0233,
      "lon": -80.9791,
      "motion_east": 8.8,
      "motion_south": 1.7,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1009.0,
      "ebshear": 25.0,
      "srh01": 59.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3894
        },
        {
          "name": "alignment",
          "value": 0.3147
        },
        {
          "name": "tau",
          "value": 2.659
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4667
      },
      "coherence_score": 2.658989906311035,
      "coherence_diagnostics": {
        "tau": 2.658989906311035,
        "grad_tau": 0.2240171730518341,
        "torsion": 0.0,
        "alignment": 0.314666748046875,
        "S_field": 0.40526700019836426,
        "Gamma_field": 0.1784236580133438,
        "S_over_Gamma": 2.2713747024536133,
        "Da": 10.049687385559082,
        "E_coh": 0.29897642135620117,
        "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": [
          [
            [
              -80.92,
              37.14
            ],
            [
              -80.87,
              37.14
            ],
            [
              -80.86,
              37.13
            ],
            [
              -80.83,
              37.13
            ],
            [
              -80.81,
              37.12
            ],
            [
              -80.8,
              37.11
            ],
            [
              -80.8,
              37.06
            ],
            [
              -80.82,
              37.06
            ],
            [
              -80.83,
              37.05
            ],
            [
              -80.86,
              37.05
            ],
            [
              -80.87,
              37.06
            ],
            [
              -80.88,
              37.05
            ],
            [
              -80.9,
              37.05
            ],
            [
              -80.91,
              37.04
            ],
            [
              -80.95,
              37.04
            ],
            [
              -80.96,
              37.03
            ],
            [
              -81.01,
              37.04
            ],
            [
              -81.02,
              37.03
            ],
            [
              -81.02,
              37.0
            ],
            [
              -81.01,
              36.99
            ],
            [
              -81.03,
              36.97
            ],
            [
              -81.02,
              36.95
            ],
            [
              -81.02,
              36.9
            ],
            [
              -81.04,
              36.88
            ],
            [
              -81.08,
              36.88
            ],
            [
              -81.09,
              36.89
            ],
            [
              -81.13,
              36.89
            ],
            [
              -81.15,
              36.9
            ],
            [
              -81.13,
              36.92
            ],
            [
              -81.13,
              36.95
            ],
            [
              -81.12,
              36.97
            ],
            [
              -81.1,
              36.99
            ],
            [
              -81.08,
              36.99
            ],
            [
              -81.06,
              37.01
            ],
            [
              -81.05,
              37.01
            ],
            [
              -81.04,
              37.02
            ],
            [
              -81.04,
              37.05
            ],
            [
              -81.02,
              37.06
            ],
            [
              -81.01,
              37.05
            ],
            [
              -80.99,
              37.06
            ],
            [
              -80.97,
              37.08
            ],
            [
              -80.95,
              37.12
            ],
            [
              -80.92,
              37.14
            ]
          ]
        ]
      },
      "raw_probability": 0.4667,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5c03d1b59ec58c63d7670ffb427c9a6aa7b009bab8d7dbfea51b7c783dc8eeb3",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.4667,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "857c4fc126eea5273febf032f5dac1f6e6a9259d2b4d0921fa0c7bf7bf86dddd"
      },
      "receipt_sha256": "857c4fc126eea5273febf032f5dac1f6e6a9259d2b4d0921fa0c7bf7bf86dddd"
    },
    {
      "storm_id": "876618",
      "lat": 36.9,
      "lon": -81.3808,
      "motion_east": 6.3,
      "motion_south": 0.7,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1178.0,
      "ebshear": 19.0,
      "srh01": 92.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3894
        },
        {
          "name": "alignment",
          "value": 0.3147
        },
        {
          "name": "tau",
          "value": 2.659
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4557
      },
      "coherence_score": 2.658989906311035,
      "coherence_diagnostics": {
        "tau": 2.658989906311035,
        "grad_tau": 0.2240171730518341,
        "torsion": 0.0,
        "alignment": 0.314666748046875,
        "S_field": 0.40526700019836426,
        "Gamma_field": 0.1784236580133438,
        "S_over_Gamma": 2.2713747024536133,
        "Da": 10.049687385559082,
        "E_coh": 0.29897642135620117,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.4,
              36.94
            ],
            [
              -81.35,
              36.94
            ],
            [
              -81.35,
              36.91
            ],
            [
              -81.34,
              36.9
            ],
            [
              -81.34,
              36.88
            ],
            [
              -81.35,
              36.87
            ],
            [
              -81.37,
              36.86
            ],
            [
              -81.4,
              36.86
            ],
            [
              -81.43,
              36.88
            ],
            [
              -81.42,
              36.89
            ],
            [
              -81.42,
              36.93
            ],
            [
              -81.4,
              36.94
            ]
          ]
        ]
      },
      "raw_probability": 0.4557,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ddf14eec9f666216a712ec3502b6ea6657f76c4d987a57afaff4ff2e4144d6b9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.4557,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b8b56d12dd349f49b7118838e3832b59c6e47b1097d988466820d2da0a8a6da"
      },
      "receipt_sha256": "9b8b56d12dd349f49b7118838e3832b59c6e47b1097d988466820d2da0a8a6da"
    },
    {
      "storm_id": "876451",
      "lat": 37.3895,
      "lon": -78.4883,
      "motion_east": 7.7,
      "motion_south": 3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0073,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 767.0,
      "ebshear": 22.0,
      "srh01": 21.0,
      "maxllaz": 0.004,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3894
        },
        {
          "name": "alignment",
          "value": -9.2643
        },
        {
          "name": "tau",
          "value": 2.4872
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4265
      },
      "coherence_score": 2.4871597290039062,
      "coherence_diagnostics": {
        "tau": 2.4871597290039062,
        "grad_tau": 0.12470583617687225,
        "torsion": 0.0,
        "alignment": -9.264313697814941,
        "S_field": 0.43386170268058777,
        "Gamma_field": 0.17092366516590118,
        "S_over_Gamma": 2.5383360385894775,
        "Da": 9.472517967224121,
        "E_coh": 0.6871556043624878,
        "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": [
          [
            [
              -78.47,
              37.56
            ],
            [
              -78.42,
              37.56
            ],
            [
              -78.41,
              37.52
            ],
            [
              -78.38,
              37.5
            ],
            [
              -78.4,
              37.45
            ],
            [
              -78.43,
              37.43
            ],
            [
              -78.45,
              37.43
            ],
            [
              -78.48,
              37.4
            ],
            [
              -78.47,
              37.39
            ],
            [
              -78.4,
              37.39
            ],
            [
              -78.38,
              37.37
            ],
            [
              -78.37,
              37.37
            ],
            [
              -78.34,
              37.31
            ],
            [
              -78.36,
              37.27
            ],
            [
              -78.4,
              37.24
            ],
            [
              -78.47,
              37.24
            ],
            [
              -78.48,
              37.25
            ],
            [
              -78.5,
              37.25
            ],
            [
              -78.5,
              37.26
            ],
            [
              -78.52,
              37.28
            ],
            [
              -78.59,
              37.28
            ],
            [
              -78.59,
              37.31
            ],
            [
              -78.58,
              37.32
            ],
            [
              -78.58,
              37.35
            ],
            [
              -78.57,
              37.36
            ],
            [
              -78.55,
              37.37
            ],
            [
              -78.54,
              37.36
            ],
            [
              -78.53,
              37.37
            ],
            [
              -78.51,
              37.36
            ],
            [
              -78.48,
              37.38
            ],
            [
              -78.5,
              37.4
            ],
            [
              -78.55,
              37.4
            ],
            [
              -78.57,
              37.41
            ],
            [
              -78.58,
              37.42
            ],
            [
              -78.58,
              37.47
            ],
            [
              -78.57,
              37.47
            ],
            [
              -78.55,
              37.49
            ],
            [
              -78.53,
              37.49
            ],
            [
              -78.48,
              37.54
            ],
            [
              -78.47,
              37.56
            ]
          ]
        ]
      },
      "raw_probability": 0.4265,
      "confidence_lo": 0.0072,
      "confidence_hi": 0.0073,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "00d4eae266bd4056ecfa7fca0de4c8529a52b88e0925ef170ec85dc0360d386f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.4265,
        "probability": 0.007348,
        "confidence_lo": 0.007213,
        "confidence_hi": 0.007349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b5a2ab2fa0ed84d52cd5cd2e5ab712193785aabc22897c31b5a6951c959f4ad"
      },
      "receipt_sha256": "2b5a2ab2fa0ed84d52cd5cd2e5ab712193785aabc22897c31b5a6951c959f4ad"
    },
    {
      "storm_id": "876689",
      "lat": 37.3957,
      "lon": -82.1529,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 915.0,
      "ebshear": 20.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1394
        },
        {
          "name": "alignment",
          "value": 5.5038
        },
        {
          "name": "tau",
          "value": 2.3944
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4036
      },
      "coherence_score": 2.394388198852539,
      "coherence_diagnostics": {
        "tau": 2.394388198852539,
        "grad_tau": 0.15160085260868073,
        "torsion": 0.0,
        "alignment": 5.50375509262085,
        "S_field": 0.2879265546798706,
        "Gamma_field": 0.1642570048570633,
        "S_over_Gamma": 1.7529027462005615,
        "Da": 10.497369766235352,
        "E_coh": 0.4030710756778717,
        "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": [
          [
            [
              -82.15,
              37.43
            ],
            [
              -82.12,
              37.41
            ],
            [
              -82.12,
              37.36
            ],
            [
              -82.15,
              37.35
            ],
            [
              -82.19,
              37.37
            ],
            [
              -82.19,
              37.42
            ],
            [
              -82.15,
              37.43
            ]
          ]
        ]
      },
      "raw_probability": 0.4036,
      "confidence_lo": 0.0064,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6817a700c74a8e14932bdb2bd6c79bb956faca26649e6a68cf64b3a205592575",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.4036,
        "probability": 0.006956,
        "confidence_lo": 0.006424,
        "confidence_hi": 0.006959,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8024961a2b1b35f6664850e384304df0f8b929d361cf13a46676b316287af7a0"
      },
      "receipt_sha256": "8024961a2b1b35f6664850e384304df0f8b929d361cf13a46676b316287af7a0"
    },
    {
      "storm_id": "876657",
      "lat": 37.1293,
      "lon": -79.3979,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2041.0,
      "ebshear": 22.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7644
        },
        {
          "name": "alignment",
          "value": -5.3291
        },
        {
          "name": "tau",
          "value": 2.6829
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3975
      },
      "coherence_score": 2.6828701496124268,
      "coherence_diagnostics": {
        "tau": 2.6828701496124268,
        "grad_tau": 0.13476085662841797,
        "torsion": 0.0,
        "alignment": -5.329102993011475,
        "S_field": 0.7025442719459534,
        "Gamma_field": 0.19092366099357605,
        "S_over_Gamma": 3.679713010787964,
        "Da": 11.451744079589844,
        "E_coh": 0.7928017973899841,
        "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": [
          [
            [
              -79.38,
              37.17
            ],
            [
              -79.37,
              37.16
            ],
            [
              -79.35,
              37.16
            ],
            [
              -79.33,
              37.14
            ],
            [
              -79.33,
              37.09
            ],
            [
              -79.38,
              37.06
            ],
            [
              -79.43,
              37.06
            ],
            [
              -79.45,
              37.09
            ],
            [
              -79.45,
              37.12
            ],
            [
              -79.46,
              37.13
            ],
            [
              -79.44,
              37.14
            ],
            [
              -79.43,
              37.16
            ],
            [
              -79.39,
              37.16
            ],
            [
              -79.38,
              37.17
            ]
          ]
        ]
      },
      "raw_probability": 0.3975,
      "confidence_lo": 0.0064,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c07baccc5866b1aadcdf457b61dfc19eb99d9776242aa99e8f63200e097bca42",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.3975,
        "probability": 0.006956,
        "confidence_lo": 0.006424,
        "confidence_hi": 0.006959,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47d55b8e39ff06dbe6a334075bd90a99a0ae78f40886cfef3ef79183811e0ea2"
      },
      "receipt_sha256": "47d55b8e39ff06dbe6a334075bd90a99a0ae78f40886cfef3ef79183811e0ea2"
    },
    {
      "storm_id": "876619",
      "lat": 36.494,
      "lon": -80.518,
      "motion_east": 7.4,
      "motion_south": 1.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1546.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0144
        },
        {
          "name": "alignment",
          "value": -3.9867
        },
        {
          "name": "tau",
          "value": 2.8788
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3968
      },
      "coherence_score": 2.878781318664551,
      "coherence_diagnostics": {
        "tau": 2.878781318664551,
        "grad_tau": 0.27525395154953003,
        "torsion": 0.0,
        "alignment": -3.9866695404052734,
        "S_field": 0.4034723937511444,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 2.1700971126556396,
        "Da": 11.139237403869629,
        "E_coh": 0.7293020486831665,
        "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": [
          [
            [
              -80.55,
              36.54
            ],
            [
              -80.52,
              36.54
            ],
            [
              -80.46,
              36.49
            ],
            [
              -80.46,
              36.45
            ],
            [
              -80.47,
              36.44
            ],
            [
              -80.5,
              36.44
            ],
            [
              -80.55,
              36.47
            ],
            [
              -80.55,
              36.5
            ],
            [
              -80.57,
              36.53
            ],
            [
              -80.55,
              36.54
            ]
          ]
        ]
      },
      "raw_probability": 0.3968,
      "confidence_lo": 0.0064,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "56080e4b74ce16f9b1e1af79cdc00b1698926fbe86bfd394b07335da290a64ee",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.3968,
        "probability": 0.006956,
        "confidence_lo": 0.006424,
        "confidence_hi": 0.006959,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c109e92e6c227f4c706d36ffb5e8e80fceb03b9fd7e7ce3e70e7774ff8ce3cb"
      },
      "receipt_sha256": "1c109e92e6c227f4c706d36ffb5e8e80fceb03b9fd7e7ce3e70e7774ff8ce3cb"
    },
    {
      "storm_id": "876552",
      "lat": 34.8864,
      "lon": -88.9707,
      "motion_east": 7.8,
      "motion_south": 0.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0042,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3237.0,
      "ebshear": 30.0,
      "srh01": 83.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2644
        },
        {
          "name": "alignment",
          "value": 3.6965
        },
        {
          "name": "tau",
          "value": 2.2489
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3757
      },
      "coherence_score": 2.2488503456115723,
      "coherence_diagnostics": {
        "tau": 2.2488503456115723,
        "grad_tau": 0.4764934778213501,
        "torsion": 0.0,
        "alignment": 3.6965434551239014,
        "S_field": 0.9177703261375427,
        "Gamma_field": 0.35092368721961975,
        "S_over_Gamma": 2.6152989864349365,
        "Da": 22.343360900878906,
        "E_coh": 0.9109277129173279,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.98,
              34.95
            ],
            [
              -88.96,
              34.95
            ],
            [
              -88.89,
              34.89
            ],
            [
              -88.89,
              34.87
            ],
            [
              -88.91,
              34.84
            ],
            [
              -88.95,
              34.83
            ],
            [
              -88.96,
              34.84
            ],
            [
              -88.98,
              34.84
            ],
            [
              -88.99,
              34.85
            ],
            [
              -89.03,
              34.86
            ],
            [
              -89.03,
              34.9
            ],
            [
              -89.02,
              34.91
            ],
            [
              -89.02,
              34.93
            ],
            [
              -88.98,
              34.95
            ]
          ]
        ]
      },
      "raw_probability": 0.3757,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0042,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "50f690d5e676fd6ad98faf912c8badf052c8f8f9d2190b663e1fe2fc8e5b2202",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.3757,
        "probability": 0.004234,
        "confidence_lo": 0.003478,
        "confidence_hi": 0.004237,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a9f2185a6267839aff3abc4878dcfcf03fa083d5de7b2a4faa9e0f7d07c3b55"
      },
      "receipt_sha256": "8a9f2185a6267839aff3abc4878dcfcf03fa083d5de7b2a4faa9e0f7d07c3b55"
    },
    {
      "storm_id": "876044",
      "lat": 34.6305,
      "lon": -86.4255,
      "motion_east": 5.3,
      "motion_south": 1.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0036,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3048.0,
      "ebshear": 22.0,
      "srh01": 58.0,
      "maxllaz": 0.009,
      "mesh": 0.42,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7644
        },
        {
          "name": "alignment",
          "value": -0.7952
        },
        {
          "name": "tau",
          "value": 3.2322
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.331
      },
      "coherence_score": 3.232224464416504,
      "coherence_diagnostics": {
        "tau": 3.232224464416504,
        "grad_tau": 0.3979034423828125,
        "torsion": 0.0,
        "alignment": -0.7952116131782532,
        "S_field": 1.357491135597229,
        "Gamma_field": 0.22092367708683014,
        "S_over_Gamma": 6.144615650177002,
        "Da": 13.617432594299316,
        "E_coh": 0.9099381566047668,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.36,
              34.72
            ],
            [
              -86.31,
              34.72
            ],
            [
              -86.29,
              34.71
            ],
            [
              -86.28,
              34.7
            ],
            [
              -86.28,
              34.65
            ],
            [
              -86.31,
              34.63
            ],
            [
              -86.32,
              34.64
            ],
            [
              -86.36,
              34.65
            ],
            [
              -86.4,
              34.61
            ],
            [
              -86.43,
              34.61
            ],
            [
              -86.48,
              34.56
            ],
            [
              -86.49,
              34.54
            ],
            [
              -86.57,
              34.55
            ],
            [
              -86.59,
              34.57
            ],
            [
              -86.59,
              34.59
            ],
            [
              -86.56,
              34.62
            ],
            [
              -86.52,
              34.62
            ],
            [
              -86.49,
              34.6
            ],
            [
              -86.47,
              34.6
            ],
            [
              -86.45,
              34.62
            ],
            [
              -86.45,
              34.64
            ],
            [
              -86.36,
              34.72
            ]
          ]
        ]
      },
      "raw_probability": 0.331,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0036,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4b2abdbf016d9059ae85b3232140d09c12b7c2fa692639e46fdfce71f93829a8",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.331,
        "probability": 0.003597,
        "confidence_lo": 0.003478,
        "confidence_hi": 0.003598,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40a4e426a5da13625817e671b57d657ec3d2998efcff30ac212dac8d404ac63a"
      },
      "receipt_sha256": "40a4e426a5da13625817e671b57d657ec3d2998efcff30ac212dac8d404ac63a"
    },
    {
      "storm_id": "876296",
      "lat": 37.8967,
      "lon": -77.87,
      "motion_east": 8.8,
      "motion_south": 4.3,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0036,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1127.0,
      "ebshear": 26.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0144
        },
        {
          "name": "alignment",
          "value": -6.0136
        },
        {
          "name": "tau",
          "value": 2.3244
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3309
      },
      "coherence_score": 2.324445962905884,
      "coherence_diagnostics": {
        "tau": 2.324445962905884,
        "grad_tau": 0.15913069248199463,
        "torsion": 0.0,
        "alignment": -6.013575077056885,
        "S_field": 0.4078698456287384,
        "Gamma_field": 0.2150903344154358,
        "S_over_Gamma": 1.8962723016738892,
        "Da": 12.456681251525879,
        "E_coh": 0.7263240218162537,
        "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": [
          [
            [
              -77.89,
              37.93
            ],
            [
              -77.85,
              37.93
            ],
            [
              -77.83,
              37.92
            ],
            [
              -77.83,
              37.87
            ],
            [
              -77.84,
              37.86
            ],
            [
              -77.88,
              37.85
            ],
            [
              -77.91,
              37.87
            ],
            [
              -77.91,
              37.91
            ],
            [
              -77.89,
              37.93
            ]
          ]
        ]
      },
      "raw_probability": 0.3309,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0036,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "488641262d205ef47cd2afdc9ca5ce380064948a14670b3eef563e28c15f3167",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.3309,
        "probability": 0.003597,
        "confidence_lo": 0.003478,
        "confidence_hi": 0.003598,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8619336887d12a7eba82d7cffa574341d44e35614e94bca2c64bcdbd3a4b983"
      },
      "receipt_sha256": "d8619336887d12a7eba82d7cffa574341d44e35614e94bca2c64bcdbd3a4b983"
    },
    {
      "storm_id": "876731",
      "lat": 37.0871,
      "lon": -78.5536,
      "motion_east": 7.5,
      "motion_south": 2.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0036,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1276.0,
      "ebshear": 21.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5144
        },
        {
          "name": "alignment",
          "value": -9.9278
        },
        {
          "name": "tau",
          "value": 2.4905
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3176
      },
      "coherence_score": 2.490459442138672,
      "coherence_diagnostics": {
        "tau": 2.490459442138672,
        "grad_tau": 0.1789196878671646,
        "torsion": 0.0,
        "alignment": -9.927812576293945,
        "S_field": 0.3123463988304138,
        "Gamma_field": 0.24175699055194855,
        "S_over_Gamma": 1.2919849157333374,
        "Da": 13.70707893371582,
        "E_coh": 0.546614408493042,
        "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": [
          [
            [
              -78.58,
              37.12
            ],
            [
              -78.54,
              37.12
            ],
            [
              -78.53,
              37.11
            ],
            [
              -78.53,
              37.09
            ],
            [
              -78.54,
              37.08
            ],
            [
              -78.52,
              37.07
            ],
            [
              -78.51,
              37.05
            ],
            [
              -78.56,
              37.05
            ],
            [
              -78.57,
              37.06
            ],
            [
              -78.59,
              37.06
            ],
            [
              -78.56,
              37.08
            ],
            [
              -78.56,
              37.1
            ],
            [
              -78.58,
              37.11
            ],
            [
              -78.58,
              37.12
            ]
          ]
        ]
      },
      "raw_probability": 0.3176,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0036,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e23703b366db446e9695b72a440dac470e0c6ff21dbb67e71d60f51f6b38201f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.3176,
        "probability": 0.003597,
        "confidence_lo": 0.003478,
        "confidence_hi": 0.003598,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b6c53e963605c8a54af4e222d76078c04e1af8cf2ee8670c5321ac1d61b5b2f"
      },
      "receipt_sha256": "4b6c53e963605c8a54af4e222d76078c04e1af8cf2ee8670c5321ac1d61b5b2f"
    },
    {
      "storm_id": "876193",
      "lat": 34.9283,
      "lon": -85.3339,
      "motion_east": 10.6,
      "motion_south": 3.3,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0036,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2228.0,
      "ebshear": 17.0,
      "srh01": 39.0,
      "maxllaz": 0.005,
      "mesh": 0.42,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0144
        },
        {
          "name": "alignment",
          "value": -2.23
        },
        {
          "name": "tau",
          "value": 3.3146
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3019
      },
      "coherence_score": 3.3146495819091797,
      "coherence_diagnostics": {
        "tau": 3.3146495819091797,
        "grad_tau": 0.48672279715538025,
        "torsion": 0.0,
        "alignment": -2.230045795440674,
        "S_field": 1.3135018348693848,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 6.675756454467773,
        "Da": 11.988389015197754,
        "E_coh": 0.8907682299613953,
        "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": [
          [
            [
              -85.3,
              35.01
            ],
            [
              -85.25,
              35.01
            ],
            [
              -85.23,
              34.98
            ],
            [
              -85.24,
              34.97
            ],
            [
              -85.24,
              34.95
            ],
            [
              -85.26,
              34.93
            ],
            [
              -85.31,
              34.93
            ],
            [
              -85.35,
              34.89
            ],
            [
              -85.35,
              34.86
            ],
            [
              -85.4,
              34.82
            ],
            [
              -85.45,
              34.82
            ],
            [
              -85.46,
              34.83
            ],
            [
              -85.46,
              34.88
            ],
            [
              -85.4,
              34.94
            ],
            [
              -85.35,
              34.94
            ],
            [
              -85.33,
              34.96
            ],
            [
              -85.33,
              34.98
            ],
            [
              -85.3,
              35.01
            ]
          ]
        ]
      },
      "raw_probability": 0.3019,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0036,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "04dac14e935197775c9c50c302ee58ec904a6d0ec6e5aa779fcf7071fc3c8a35",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.3019,
        "probability": 0.003597,
        "confidence_lo": 0.003478,
        "confidence_hi": 0.003598,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebdeae206a2907943a95dd2c4e9252cd80c6fc9106ba011cfba06a4d2a150286"
      },
      "receipt_sha256": "ebdeae206a2907943a95dd2c4e9252cd80c6fc9106ba011cfba06a4d2a150286"
    },
    {
      "storm_id": "876769",
      "lat": 34.778,
      "lon": -88.341,
      "motion_east": 4.9,
      "motion_south": 0.7,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3050.0,
      "ebshear": 27.0,
      "srh01": 73.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2644
        },
        {
          "name": "alignment",
          "value": 3.6965
        },
        {
          "name": "tau",
          "value": 2.2489
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2687
      },
      "coherence_score": 2.2488503456115723,
      "coherence_diagnostics": {
        "tau": 2.2488503456115723,
        "grad_tau": 0.4764934778213501,
        "torsion": 0.0,
        "alignment": 3.6965434551239014,
        "S_field": 0.9177703261375427,
        "Gamma_field": 0.35092368721961975,
        "S_over_Gamma": 2.6152989864349365,
        "Da": 22.343360900878906,
        "E_coh": 0.9109277129173279,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.35,
              34.8
            ],
            [
              -88.29,
              34.8
            ],
            [
              -88.3,
              34.76
            ],
            [
              -88.31,
              34.75
            ],
            [
              -88.33,
              34.75
            ],
            [
              -88.36,
              34.77
            ],
            [
              -88.38,
              34.77
            ],
            [
              -88.38,
              34.79
            ],
            [
              -88.36,
              34.79
            ],
            [
              -88.35,
              34.8
            ]
          ]
        ]
      },
      "raw_probability": 0.2687,
      "confidence_lo": 0.0028,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "dcbd27a2ff89b9b9ae2aad3fa4200e249e1b24d3a3d001fc09bf4027f626b0c5",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2687,
        "probability": 0.00306,
        "confidence_lo": 0.002756,
        "confidence_hi": 0.003061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d83636800228ba35767dea0937dc3f2301da3d2322d588de535c3a2d6f53021"
      },
      "receipt_sha256": "4d83636800228ba35767dea0937dc3f2301da3d2322d588de535c3a2d6f53021"
    },
    {
      "storm_id": "876732",
      "lat": 36.453,
      "lon": -79.018,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1213.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5144
        },
        {
          "name": "alignment",
          "value": -5.8342
        },
        {
          "name": "tau",
          "value": 2.7714
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2672
      },
      "coherence_score": 2.7713966369628906,
      "coherence_diagnostics": {
        "tau": 2.7713966369628906,
        "grad_tau": 0.2512042820453644,
        "torsion": 0.0,
        "alignment": -5.834234237670898,
        "S_field": 0.30768144130706787,
        "Gamma_field": 0.23759032785892487,
        "S_over_Gamma": 1.2950083017349243,
        "Da": 13.124114990234375,
        "E_coh": 0.7235410809516907,
        "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": [
          [
            [
              -79.04,
              36.5
            ],
            [
              -79.0,
              36.5
            ],
            [
              -79.0,
              36.48
            ],
            [
              -79.01,
              36.47
            ],
            [
              -79.01,
              36.43
            ],
            [
              -79.0,
              36.42
            ],
            [
              -79.01,
              36.42
            ],
            [
              -79.03,
              36.4
            ],
            [
              -79.04,
              36.41
            ],
            [
              -79.04,
              36.5
            ]
          ]
        ]
      },
      "raw_probability": 0.2672,
      "confidence_lo": 0.0028,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "1dbd1f44d5334be9f65feaeb0d8e3c58c367ea7b1f440a5d6f351aa72356918e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2672,
        "probability": 0.00306,
        "confidence_lo": 0.002756,
        "confidence_hi": 0.003061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3ab3b967a22e75d2976966cc5b9a4b2472674c1dff2b5fbbdfc7f538ab58e9e"
      },
      "receipt_sha256": "a3ab3b967a22e75d2976966cc5b9a4b2472674c1dff2b5fbbdfc7f538ab58e9e"
    },
    {
      "storm_id": "876729",
      "lat": 39.6633,
      "lon": -95.4667,
      "motion_east": 6.9,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1218.0,
      "ebshear": 40.0,
      "srh01": 64.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6394
        },
        {
          "name": "alignment",
          "value": -5.1937
        },
        {
          "name": "tau",
          "value": 0.9967
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2618
      },
      "coherence_score": 0.9966787695884705,
      "coherence_diagnostics": {
        "tau": 0.9966787695884705,
        "grad_tau": 0.2839869558811188,
        "torsion": 0.0,
        "alignment": -5.1936845779418945,
        "S_field": 0.3013455867767334,
        "Gamma_field": 0.33925700187683105,
        "S_over_Gamma": 0.8882516622543335,
        "Da": 20.71944236755371,
        "E_coh": 0.5662652850151062,
        "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": [
          [
            [
              -95.47,
              39.71
            ],
            [
              -95.45,
              39.71
            ],
            [
              -95.42,
              39.69
            ],
            [
              -95.42,
              39.64
            ],
            [
              -95.45,
              39.6
            ],
            [
              -95.48,
              39.6
            ],
            [
              -95.52,
              39.63
            ],
            [
              -95.52,
              39.68
            ],
            [
              -95.47,
              39.71
            ]
          ]
        ]
      },
      "raw_probability": 0.2618,
      "confidence_lo": 0.0028,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "50c1001e3dd6b699bd9ceba01e1dfa5f133a3c64a77a35337a731dc7845c9191",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2618,
        "probability": 0.00306,
        "confidence_lo": 0.002755,
        "confidence_hi": 0.003061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66d258091522f32e89553b0e87694f0ab891a4eeb8372519633410aaf9b6c194"
      },
      "receipt_sha256": "66d258091522f32e89553b0e87694f0ab891a4eeb8372519633410aaf9b6c194"
    },
    {
      "storm_id": "876647",
      "lat": 41.3773,
      "lon": -85.3982,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2435.0,
      "ebshear": 14.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2644
        },
        {
          "name": "alignment",
          "value": -4.1376
        },
        {
          "name": "tau",
          "value": 1.8857
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2615
      },
      "coherence_score": 1.8856796026229858,
      "coherence_diagnostics": {
        "tau": 1.8856796026229858,
        "grad_tau": 0.32556164264678955,
        "torsion": 0.0,
        "alignment": -4.137562274932861,
        "S_field": 0.17225238680839539,
        "Gamma_field": 0.16175700724124908,
        "S_over_Gamma": 1.0648835897445679,
        "Da": 9.244057655334473,
        "E_coh": 0.4879401624202728,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.42,
              41.41
            ],
            [
              -85.38,
              41.41
            ],
            [
              -85.36,
              41.4
            ],
            [
              -85.37,
              41.39
            ],
            [
              -85.37,
              41.34
            ],
            [
              -85.38,
              41.33
            ],
            [
              -85.41,
              41.33
            ],
            [
              -85.42,
              41.34
            ],
            [
              -85.42,
              41.39
            ],
            [
              -85.43,
              41.4
            ],
            [
              -85.42,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.2615,
      "confidence_lo": 0.0028,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "47f121870994fe3f07147f044dd7f72cbd60f61a64210c31cc47b4e0aa70987d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2615,
        "probability": 0.00306,
        "confidence_lo": 0.002755,
        "confidence_hi": 0.003061,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49ad0bef96fbde0f95161d7e9bb03d03658d5c1badb58a1eeaceddcecb7c122a"
      },
      "receipt_sha256": "49ad0bef96fbde0f95161d7e9bb03d03658d5c1badb58a1eeaceddcecb7c122a"
    },
    {
      "storm_id": "876730",
      "lat": 37.1011,
      "lon": -80.5578,
      "motion_east": 6.3,
      "motion_south": 0.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1075.0,
      "ebshear": 25.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1394
        },
        {
          "name": "alignment",
          "value": -2.0927
        },
        {
          "name": "tau",
          "value": 2.6738
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2522
      },
      "coherence_score": 2.673799753189087,
      "coherence_diagnostics": {
        "tau": 2.673799753189087,
        "grad_tau": 0.15414738655090332,
        "torsion": 0.0,
        "alignment": -2.092672824859619,
        "S_field": 0.31434762477874756,
        "Gamma_field": 0.18675699830055237,
        "S_over_Gamma": 1.6831905841827393,
        "Da": 10.94308853149414,
        "E_coh": 0.47445154190063477,
        "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": [
          [
            [
              -80.58,
              37.14
            ],
            [
              -80.52,
              37.14
            ],
            [
              -80.52,
              37.09
            ],
            [
              -80.51,
              37.08
            ],
            [
              -80.55,
              37.06
            ],
            [
              -80.59,
              37.07
            ],
            [
              -80.59,
              37.09
            ],
            [
              -80.58,
              37.1
            ],
            [
              -80.58,
              37.14
            ]
          ]
        ]
      },
      "raw_probability": 0.2522,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "215f166ad21220497d8fd04b64477c30a818493cebbdfd7bcf73d7d777e06017",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2522,
        "probability": 0.002865,
        "confidence_lo": 0.002716,
        "confidence_hi": 0.002865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3833d90450d3a3d73515d4802490d872633e4036f34d887ee5a42469a0dd1a1a"
      },
      "receipt_sha256": "3833d90450d3a3d73515d4802490d872633e4036f34d887ee5a42469a0dd1a1a"
    },
    {
      "storm_id": "876764",
      "lat": 35.4956,
      "lon": -81.5056,
      "motion_east": 8.1,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1140.0,
      "ebshear": 19.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7644
        },
        {
          "name": "alignment",
          "value": -0.8181
        },
        {
          "name": "tau",
          "value": 3.2425
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2488
      },
      "coherence_score": 3.242543935775757,
      "coherence_diagnostics": {
        "tau": 3.242543935775757,
        "grad_tau": 0.3795708119869232,
        "torsion": 0.0,
        "alignment": -0.8180842399597168,
        "S_field": 0.7308235168457031,
        "Gamma_field": 0.2359236627817154,
        "S_over_Gamma": 3.0977118015289307,
        "Da": 15.444347381591797,
        "E_coh": 0.9036775827407837,
        "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": [
          [
            [
              -81.52,
              35.53
            ],
            [
              -81.49,
              35.53
            ],
            [
              -81.47,
              35.51
            ],
            [
              -81.48,
              35.49
            ],
            [
              -81.48,
              35.46
            ],
            [
              -81.49,
              35.45
            ],
            [
              -81.55,
              35.45
            ],
            [
              -81.55,
              35.51
            ],
            [
              -81.52,
              35.53
            ]
          ]
        ]
      },
      "raw_probability": 0.2488,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "0eececa1b9f4c7b6a13e6a3454be8c44b4206cd992e703a46dabf2502144b441",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2488,
        "probability": 0.002865,
        "confidence_lo": 0.002716,
        "confidence_hi": 0.002865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66bbe7569e9e65b95a94c8e6b3cfc0d2778eef91f0bf15c38961a3c4a9bb762e"
      },
      "receipt_sha256": "66bbe7569e9e65b95a94c8e6b3cfc0d2778eef91f0bf15c38961a3c4a9bb762e"
    },
    {
      "storm_id": "875693",
      "lat": 37.6044,
      "lon": -83.4689,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 736.0,
      "ebshear": 25.0,
      "srh01": 73.0,
      "maxllaz": 0.009,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0144
        },
        {
          "name": "alignment",
          "value": 1.4084
        },
        {
          "name": "tau",
          "value": 2.2249
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2427
      },
      "coherence_score": 2.224853277206421,
      "coherence_diagnostics": {
        "tau": 2.224853277206421,
        "grad_tau": 0.1881164014339447,
        "torsion": 0.0,
        "alignment": 1.408410906791687,
        "S_field": 0.32100343704223633,
        "Gamma_field": 0.1917569935321808,
        "S_over_Gamma": 1.6740115880966187,
        "Da": 12.519651412963867,
        "E_coh": 0.7767191529273987,
        "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": [
          [
            [
              -83.49,
              37.65
            ],
            [
              -83.43,
              37.65
            ],
            [
              -83.4,
              37.62
            ],
            [
              -83.4,
              37.58
            ],
            [
              -83.44,
              37.55
            ],
            [
              -83.51,
              37.55
            ],
            [
              -83.53,
              37.57
            ],
            [
              -83.53,
              37.62
            ],
            [
              -83.49,
              37.65
            ]
          ]
        ]
      },
      "raw_probability": 0.2427,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9870d74780ee8d03ddb10cd3ebab7b147f045e7790f0d16fc542c0ea94552e89",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2427,
        "probability": 0.002865,
        "confidence_lo": 0.002716,
        "confidence_hi": 0.002865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e29e2d56d0250845e8e84541919250404103d2745b52054f4edec59df88ecfb9"
      },
      "receipt_sha256": "e29e2d56d0250845e8e84541919250404103d2745b52054f4edec59df88ecfb9"
    },
    {
      "storm_id": "876493",
      "lat": 36.6737,
      "lon": -80.1395,
      "motion_east": 8.0,
      "motion_south": 1.7,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1414.0,
      "ebshear": 24.0,
      "srh01": 36.0,
      "maxllaz": 0.006,
      "mesh": 0.39,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1394
        },
        {
          "name": "alignment",
          "value": -2.0927
        },
        {
          "name": "tau",
          "value": 2.6738
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2326
      },
      "coherence_score": 2.673799753189087,
      "coherence_diagnostics": {
        "tau": 2.673799753189087,
        "grad_tau": 0.15414738655090332,
        "torsion": 0.0,
        "alignment": -2.092672824859619,
        "S_field": 0.31434762477874756,
        "Gamma_field": 0.18675699830055237,
        "S_over_Gamma": 1.6831905841827393,
        "Da": 10.94308853149414,
        "E_coh": 0.47445154190063477,
        "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": [
          [
            [
              -80.02,
              36.74
            ],
            [
              -79.97,
              36.7
            ],
            [
              -79.97,
              36.65
            ],
            [
              -80.0,
              36.63
            ],
            [
              -80.11,
              36.63
            ],
            [
              -80.18,
              36.58
            ],
            [
              -80.23,
              36.58
            ],
            [
              -80.28,
              36.63
            ],
            [
              -80.27,
              36.65
            ],
            [
              -80.27,
              36.68
            ],
            [
              -80.26,
              36.69
            ],
            [
              -80.24,
              36.69
            ],
            [
              -80.23,
              36.68
            ],
            [
              -80.18,
              36.68
            ],
            [
              -80.15,
              36.7
            ],
            [
              -80.13,
              36.7
            ],
            [
              -80.1,
              36.72
            ],
            [
              -80.04,
              36.73
            ],
            [
              -80.02,
              36.74
            ]
          ]
        ]
      },
      "raw_probability": 0.2326,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "aeaff7900f2818293c9f569e6a5dd9097730ffb0ef3b3e3bafea3fd2bb2b7fee",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2326,
        "probability": 0.002865,
        "confidence_lo": 0.002716,
        "confidence_hi": 0.002865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31619812ea7375fd520c141346d95d593d4cefb898b5dfd464aa48f20af73c3d"
      },
      "receipt_sha256": "31619812ea7375fd520c141346d95d593d4cefb898b5dfd464aa48f20af73c3d"
    },
    {
      "storm_id": "876262",
      "lat": 34.8789,
      "lon": -89.4521,
      "motion_east": 9.8,
      "motion_south": 1.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3271.0,
      "ebshear": 27.0,
      "srh01": 83.0,
      "maxllaz": 0.009,
      "mesh": 0.32,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8894
        },
        {
          "name": "alignment",
          "value": 4.279
        },
        {
          "name": "tau",
          "value": 1.7406
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2322
      },
      "coherence_score": 1.7406203746795654,
      "coherence_diagnostics": {
        "tau": 1.7406203746795654,
        "grad_tau": 0.4029843807220459,
        "torsion": 0.0,
        "alignment": 4.279040813446045,
        "S_field": 0.4932725429534912,
        "Gamma_field": 0.4867570400238037,
        "S_over_Gamma": 1.013385534286499,
        "Da": 31.0064754486084,
        "E_coh": 0.7997063994407654,
        "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": [
          [
            [
              -89.48,
              34.95
            ],
            [
              -89.39,
              34.95
            ],
            [
              -89.35,
              34.92
            ],
            [
              -89.34,
              34.92
            ],
            [
              -89.32,
              34.9
            ],
            [
              -89.32,
              34.84
            ],
            [
              -89.34,
              34.82
            ],
            [
              -89.42,
              34.82
            ],
            [
              -89.45,
              34.84
            ],
            [
              -89.47,
              34.84
            ],
            [
              -89.48,
              34.83
            ],
            [
              -89.5,
              34.84
            ],
            [
              -89.51,
              34.83
            ],
            [
              -89.54,
              34.83
            ],
            [
              -89.57,
              34.86
            ],
            [
              -89.57,
              34.9
            ],
            [
              -89.54,
              34.93
            ],
            [
              -89.52,
              34.93
            ],
            [
              -89.48,
              34.95
            ]
          ]
        ]
      },
      "raw_probability": 0.2322,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e349766002af18480c684c4e5024f4896bd7160244c8424c2fcab1c8e8f97e7e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2322,
        "probability": 0.002865,
        "confidence_lo": 0.002716,
        "confidence_hi": 0.002865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8f38d4386216c3af4fbcb1eb0d69f8239238f0d45033de3d2d37749b9385954"
      },
      "receipt_sha256": "e8f38d4386216c3af4fbcb1eb0d69f8239238f0d45033de3d2d37749b9385954"
    },
    {
      "storm_id": "876728",
      "lat": 39.7544,
      "lon": -94.9444,
      "motion_east": 6.9,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1523.0,
      "ebshear": 40.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6394
        },
        {
          "name": "alignment",
          "value": -5.1937
        },
        {
          "name": "tau",
          "value": 0.9967
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2301
      },
      "coherence_score": 0.9966787695884705,
      "coherence_diagnostics": {
        "tau": 0.9966787695884705,
        "grad_tau": 0.2839869558811188,
        "torsion": 0.0,
        "alignment": -5.1936845779418945,
        "S_field": 0.3013455867767334,
        "Gamma_field": 0.33925700187683105,
        "S_over_Gamma": 0.8882516622543335,
        "Da": 20.71944236755371,
        "E_coh": 0.5662652850151062,
        "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": [
          [
            [
              -94.96,
              39.79
            ],
            [
              -94.92,
              39.79
            ],
            [
              -94.91,
              39.78
            ],
            [
              -94.91,
              39.72
            ],
            [
              -94.92,
              39.71
            ],
            [
              -94.97,
              39.71
            ],
            [
              -94.98,
              39.72
            ],
            [
              -94.97,
              39.78
            ],
            [
              -94.96,
              39.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2301,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8c9f9976b1441a73f6f7f62634dc583d028843526db0d60d4739c2e2484c781f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2301,
        "probability": 0.002864,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002865,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42b25447079c11918dc8085886645734ad71b542ec23c38d7912f15b36982023"
      },
      "receipt_sha256": "42b25447079c11918dc8085886645734ad71b542ec23c38d7912f15b36982023"
    },
    {
      "storm_id": "876279",
      "lat": 28.497,
      "lon": -92.929,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2717.0,
      "ebshear": 10.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.7644
        },
        {
          "name": "alignment",
          "value": -3.8497
        },
        {
          "name": "tau",
          "value": 3.5536
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2285
      },
      "coherence_score": 3.5536067485809326,
      "coherence_diagnostics": {
        "tau": 3.5536067485809326,
        "grad_tau": 0.37945201992988586,
        "torsion": 0.0,
        "alignment": -3.8497180938720703,
        "S_field": 1.1713496446609497,
        "Gamma_field": 0.16759033501148224,
        "S_over_Gamma": 6.989362716674805,
        "Da": 9.363763809204102,
        "E_coh": 0.9443451762199402,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.96,
              28.53
            ],
            [
              -92.92,
              28.53
            ],
            [
              -92.9,
              28.52
            ],
            [
              -92.89,
              28.5
            ],
            [
              -92.89,
              28.46
            ],
            [
              -92.9,
              28.45
            ],
            [
              -92.93,
              28.45
            ],
            [
              -92.97,
              28.48
            ],
            [
              -92.97,
              28.52
            ],
            [
              -92.96,
              28.53
            ]
          ]
        ]
      },
      "raw_probability": 0.2285,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "fa04dc31ed7dad5fa5bc2f68d812eb70ad8c543f4ad35c4409247ea5ee5d82b2",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2285,
        "probability": 0.002789,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.00279,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4d720d2356cf9c8d75261a575819433098932b7af85d85a3a9e7aef7ebef62f"
      },
      "receipt_sha256": "d4d720d2356cf9c8d75261a575819433098932b7af85d85a3a9e7aef7ebef62f"
    },
    {
      "storm_id": "875406",
      "lat": 39.8578,
      "lon": -95.2639,
      "motion_east": 6.9,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1635.0,
      "ebshear": 39.0,
      "srh01": 55.0,
      "maxllaz": 0.005,
      "mesh": 0.43,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6394
        },
        {
          "name": "alignment",
          "value": -5.1937
        },
        {
          "name": "tau",
          "value": 0.9967
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.227
      },
      "coherence_score": 0.9966787695884705,
      "coherence_diagnostics": {
        "tau": 0.9966787695884705,
        "grad_tau": 0.2839869558811188,
        "torsion": 0.0,
        "alignment": -5.1936845779418945,
        "S_field": 0.3013455867767334,
        "Gamma_field": 0.33925700187683105,
        "S_over_Gamma": 0.8882516622543335,
        "Da": 20.71944236755371,
        "E_coh": 0.5662652850151062,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.36,
              39.97
            ],
            [
              -95.31,
              39.97
            ],
            [
              -95.3,
              39.96
            ],
            [
              -95.26,
              39.95
            ],
            [
              -95.22,
              39.91
            ],
            [
              -95.15,
              39.88
            ],
            [
              -95.15,
              39.87
            ],
            [
              -95.13,
              39.86
            ],
            [
              -95.12,
              39.82
            ],
            [
              -95.13,
              39.81
            ],
            [
              -95.17,
              39.81
            ],
            [
              -95.19,
              39.83
            ],
            [
              -95.23,
              39.84
            ],
            [
              -95.24,
              39.83
            ],
            [
              -95.24,
              39.78
            ],
            [
              -95.29,
              39.73
            ],
            [
              -95.32,
              39.73
            ],
            [
              -95.36,
              39.77
            ],
            [
              -95.37,
              39.79
            ],
            [
              -95.37,
              39.83
            ],
            [
              -95.4,
              39.88
            ],
            [
              -95.4,
              39.94
            ],
            [
              -95.36,
              39.97
            ]
          ]
        ]
      },
      "raw_probability": 0.227,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "22e892b1f2c1af58b44efec99299b20187fa5d106791281685c1976e0bf31d89",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.227,
        "probability": 0.002421,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002421,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68a6679df5db13c3a14fed4f1986263eadce7bb0581d1671c82282fbcd451ff8"
      },
      "receipt_sha256": "68a6679df5db13c3a14fed4f1986263eadce7bb0581d1671c82282fbcd451ff8"
    },
    {
      "storm_id": "876691",
      "lat": 35.6918,
      "lon": -81.6927,
      "motion_east": 8.8,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1029.0,
      "ebshear": 20.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7644
        },
        {
          "name": "alignment",
          "value": -0.8181
        },
        {
          "name": "tau",
          "value": 3.2425
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2243
      },
      "coherence_score": 3.242543935775757,
      "coherence_diagnostics": {
        "tau": 3.242543935775757,
        "grad_tau": 0.3795708119869232,
        "torsion": 0.0,
        "alignment": -0.8180842399597168,
        "S_field": 0.7308235168457031,
        "Gamma_field": 0.2359236627817154,
        "S_over_Gamma": 3.0977118015289307,
        "Da": 15.444347381591797,
        "E_coh": 0.9036775827407837,
        "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": [
          [
            [
              -81.61,
              35.75
            ],
            [
              -81.56,
              35.75
            ],
            [
              -81.55,
              35.74
            ],
            [
              -81.55,
              35.69
            ],
            [
              -81.56,
              35.67
            ],
            [
              -81.58,
              35.66
            ],
            [
              -81.64,
              35.66
            ],
            [
              -81.65,
              35.67
            ],
            [
              -81.69,
              35.67
            ],
            [
              -81.7,
              35.66
            ],
            [
              -81.72,
              35.66
            ],
            [
              -81.74,
              35.64
            ],
            [
              -81.82,
              35.64
            ],
            [
              -81.84,
              35.65
            ],
            [
              -81.83,
              35.67
            ],
            [
              -81.83,
              35.69
            ],
            [
              -81.84,
              35.7
            ],
            [
              -81.83,
              35.71
            ],
            [
              -81.76,
              35.71
            ],
            [
              -81.71,
              35.74
            ],
            [
              -81.62,
              35.74
            ],
            [
              -81.61,
              35.75
            ]
          ]
        ]
      },
      "raw_probability": 0.2243,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9645880d8c9ae5858eb3d57162634e777b3d1c146e69b909fd13ad8676ce0d6e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2243,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8781f0012364fa1313c9fd54ded7418eefcc4b228cc198209780430cce7580e0"
      },
      "receipt_sha256": "8781f0012364fa1313c9fd54ded7418eefcc4b228cc198209780430cce7580e0"
    },
    {
      "storm_id": "875615",
      "lat": 37.5308,
      "lon": -83.8477,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 425.0,
      "ebshear": 24.0,
      "srh01": 71.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1394
        },
        {
          "name": "alignment",
          "value": -1.0338
        },
        {
          "name": "tau",
          "value": 2.0198
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2133
      },
      "coherence_score": 2.0197975635528564,
      "coherence_diagnostics": {
        "tau": 2.0197975635528564,
        "grad_tau": 0.17604632675647736,
        "torsion": 0.0,
        "alignment": -1.0337762832641602,
        "S_field": 0.1506219357252121,
        "Gamma_field": 0.29092368483543396,
        "S_over_Gamma": 0.5177369117736816,
        "Da": 18.940692901611328,
        "E_coh": 0.4375394284725189,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.82,
              37.6
            ],
            [
              -83.78,
              37.6
            ],
            [
              -83.78,
              37.55
            ],
            [
              -83.77,
              37.53
            ],
            [
              -83.79,
              37.52
            ],
            [
              -83.88,
              37.42
            ],
            [
              -83.9,
              37.42
            ],
            [
              -83.93,
              37.46
            ],
            [
              -83.92,
              37.52
            ],
            [
              -83.91,
              37.54
            ],
            [
              -83.88,
              37.55
            ],
            [
              -83.84,
              37.59
            ],
            [
              -83.82,
              37.6
            ]
          ]
        ]
      },
      "raw_probability": 0.2133,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6dfd58b14be94b8f5af80a871a3f7205a4f8f88e3a6d2cc562c7bf7dbae6672b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2133,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d09b8bcb0a54d670e8b1ca2d3a36190c605c394178e23e57cbe52c27d117e4ed"
      },
      "receipt_sha256": "d09b8bcb0a54d670e8b1ca2d3a36190c605c394178e23e57cbe52c27d117e4ed"
    },
    {
      "storm_id": "875011",
      "lat": 40.8222,
      "lon": -77.8667,
      "motion_east": 2.2,
      "motion_south": 3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1980.0,
      "ebshear": 31.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3894
        },
        {
          "name": "alignment",
          "value": -1.4758
        },
        {
          "name": "tau",
          "value": 2.5647
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2109
      },
      "coherence_score": 2.56473445892334,
      "coherence_diagnostics": {
        "tau": 2.56473445892334,
        "grad_tau": 0.08349670469760895,
        "torsion": 0.0,
        "alignment": -1.4757568836212158,
        "S_field": 0.7735540270805359,
        "Gamma_field": 0.22092367708683014,
        "S_over_Gamma": 3.5014536380767822,
        "Da": 13.746152877807617,
        "E_coh": 0.8645408153533936,
        "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": [
          [
            [
              -77.88,
              40.86
            ],
            [
              -77.85,
              40.85
            ],
            [
              -77.83,
              40.83
            ],
            [
              -77.83,
              40.8
            ],
            [
              -77.84,
              40.78
            ],
            [
              -77.89,
              40.78
            ],
            [
              -77.9,
              40.79
            ],
            [
              -77.9,
              40.85
            ],
            [
              -77.88,
              40.86
            ]
          ]
        ]
      },
      "raw_probability": 0.2109,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8643d4dc87147fbfbe74da8ab763b5f851bd23c6ccf6e13e8e89da51aa10d469",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2109,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b132ecfcba82243f449aab4e2dae157b257e88762da1b83656880bdc81821c5f"
      },
      "receipt_sha256": "b132ecfcba82243f449aab4e2dae157b257e88762da1b83656880bdc81821c5f"
    },
    {
      "storm_id": "876685",
      "lat": 40.716,
      "lon": -77.709,
      "motion_east": 2.2,
      "motion_south": 3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1984.0,
      "ebshear": 32.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.37,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3894
        },
        {
          "name": "alignment",
          "value": -1.4758
        },
        {
          "name": "tau",
          "value": 2.5647
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2109
      },
      "coherence_score": 2.56473445892334,
      "coherence_diagnostics": {
        "tau": 2.56473445892334,
        "grad_tau": 0.08349670469760895,
        "torsion": 0.0,
        "alignment": -1.4757568836212158,
        "S_field": 0.7735540270805359,
        "Gamma_field": 0.22092367708683014,
        "S_over_Gamma": 3.5014536380767822,
        "Da": 13.746152877807617,
        "E_coh": 0.8645408153533936,
        "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": [
          [
            [
              -77.74,
              40.75
            ],
            [
              -77.67,
              40.75
            ],
            [
              -77.65,
              40.73
            ],
            [
              -77.65,
              40.7
            ],
            [
              -77.68,
              40.68
            ],
            [
              -77.72,
              40.68
            ],
            [
              -77.74,
              40.69
            ],
            [
              -77.75,
              40.7
            ],
            [
              -77.75,
              40.73
            ],
            [
              -77.74,
              40.75
            ]
          ]
        ]
      },
      "raw_probability": 0.2109,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8643d4dc87147fbfbe74da8ab763b5f851bd23c6ccf6e13e8e89da51aa10d469",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.2109,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b132ecfcba82243f449aab4e2dae157b257e88762da1b83656880bdc81821c5f"
      },
      "receipt_sha256": "b132ecfcba82243f449aab4e2dae157b257e88762da1b83656880bdc81821c5f"
    },
    {
      "storm_id": "876386",
      "lat": 34.763,
      "lon": -85.6961,
      "motion_east": 9.9,
      "motion_south": 4.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2447.0,
      "ebshear": 16.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.63,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7644
        },
        {
          "name": "alignment",
          "value": -0.7952
        },
        {
          "name": "tau",
          "value": 3.2322
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1984
      },
      "coherence_score": 3.232224464416504,
      "coherence_diagnostics": {
        "tau": 3.232224464416504,
        "grad_tau": 0.3979034423828125,
        "torsion": 0.0,
        "alignment": -0.7952116131782532,
        "S_field": 1.357491135597229,
        "Gamma_field": 0.22092367708683014,
        "S_over_Gamma": 6.144615650177002,
        "Da": 13.617432594299316,
        "E_coh": 0.9099381566047668,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.64,
              34.84
            ],
            [
              -85.58,
              34.84
            ],
            [
              -85.58,
              34.8
            ],
            [
              -85.59,
              34.78
            ],
            [
              -85.6,
              34.77
            ],
            [
              -85.62,
              34.77
            ],
            [
              -85.63,
              34.76
            ],
            [
              -85.65,
              34.76
            ],
            [
              -85.66,
              34.75
            ],
            [
              -85.7,
              34.74
            ],
            [
              -85.73,
              34.71
            ],
            [
              -85.77,
              34.7
            ],
            [
              -85.8,
              34.67
            ],
            [
              -85.8,
              34.65
            ],
            [
              -85.83,
              34.65
            ],
            [
              -85.83,
              34.7
            ],
            [
              -85.79,
              34.74
            ],
            [
              -85.78,
              34.78
            ],
            [
              -85.73,
              34.82
            ],
            [
              -85.71,
              34.82
            ],
            [
              -85.7,
              34.83
            ],
            [
              -85.65,
              34.83
            ],
            [
              -85.64,
              34.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1984,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "deb6146de0c5445718e4803ffdb7a920fbeac3add08c4fc319015ed682de89ac",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1984,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2632c499446f0ee5946039dc0d9b338477f1d3f278d5d242371817ad4161f70"
      },
      "receipt_sha256": "a2632c499446f0ee5946039dc0d9b338477f1d3f278d5d242371817ad4161f70"
    },
    {
      "storm_id": "876248",
      "lat": 40.1788,
      "lon": -79.585,
      "motion_east": 6.1,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2005.0,
      "ebshear": 32.0,
      "srh01": 45.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3894
        },
        {
          "name": "alignment",
          "value": -2.1883
        },
        {
          "name": "tau",
          "value": 2.7124
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1956
      },
      "coherence_score": 2.712390661239624,
      "coherence_diagnostics": {
        "tau": 2.712390661239624,
        "grad_tau": 0.14368091523647308,
        "torsion": 0.0,
        "alignment": -2.188326835632324,
        "S_field": 0.7542803883552551,
        "Gamma_field": 0.18009032309055328,
        "S_over_Gamma": 4.188344955444336,
        "Da": 10.983617782592773,
        "E_coh": 0.8912249803543091,
        "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": [
          [
            [
              -79.59,
              40.22
            ],
            [
              -79.56,
              40.2
            ],
            [
              -79.56,
              40.15
            ],
            [
              -79.57,
              40.14
            ],
            [
              -79.59,
              40.14
            ],
            [
              -79.61,
              40.16
            ],
            [
              -79.61,
              40.2
            ],
            [
              -79.59,
              40.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1956,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3e0fd2753afbe5c38b615f6e5ea8d8fc026a120fcfc4f3173bc645b6652bd124",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1956,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ba38f269b44f59b3708565c2163c1f49f8761e383121e9f96c54db7aa952222"
      },
      "receipt_sha256": "3ba38f269b44f59b3708565c2163c1f49f8761e383121e9f96c54db7aa952222"
    },
    {
      "storm_id": "876358",
      "lat": 39.8165,
      "lon": -94.693,
      "motion_east": 6.4,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1633.0,
      "ebshear": 40.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2644
        },
        {
          "name": "alignment",
          "value": -4.1645
        },
        {
          "name": "tau",
          "value": 1.2813
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1947
      },
      "coherence_score": 1.281253695487976,
      "coherence_diagnostics": {
        "tau": 1.281253695487976,
        "grad_tau": 0.31362542510032654,
        "torsion": 0.0,
        "alignment": -4.164487361907959,
        "S_field": 0.29675182700157166,
        "Gamma_field": 0.36925703287124634,
        "S_over_Gamma": 0.8036457300186157,
        "Da": 22.450925827026367,
        "E_coh": 0.7612047791481018,
        "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": [
          [
            [
              -94.65,
              39.86
            ],
            [
              -94.61,
              39.86
            ],
            [
              -94.59,
              39.85
            ],
            [
              -94.58,
              39.84
            ],
            [
              -94.58,
              39.82
            ],
            [
              -94.6,
              39.8
            ],
            [
              -94.64,
              39.8
            ],
            [
              -94.65,
              39.79
            ],
            [
              -94.67,
              39.79
            ],
            [
              -94.7,
              39.76
            ],
            [
              -94.8,
              39.75
            ],
            [
              -94.82,
              39.77
            ],
            [
              -94.82,
              39.81
            ],
            [
              -94.81,
              39.82
            ],
            [
              -94.77,
              39.82
            ],
            [
              -94.76,
              39.83
            ],
            [
              -94.73,
              39.83
            ],
            [
              -94.72,
              39.84
            ],
            [
              -94.71,
              39.83
            ],
            [
              -94.65,
              39.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1947,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5f7fa16688bc9fe5114a6c07a1f94e4af689fccd62675b0c64d8e52116374105",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1947,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1d596d7bf98338b1e3e0888d1cabeddd0e5ca99f0217978525c0bc78726a09e"
      },
      "receipt_sha256": "f1d596d7bf98338b1e3e0888d1cabeddd0e5ca99f0217978525c0bc78726a09e"
    },
    {
      "storm_id": "876548",
      "lat": 37.8325,
      "lon": -81.0438,
      "motion_east": 5.7,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 739.0,
      "ebshear": 25.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7644
        },
        {
          "name": "alignment",
          "value": 3.5185
        },
        {
          "name": "tau",
          "value": 2.5018
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1874
      },
      "coherence_score": 2.5018091201782227,
      "coherence_diagnostics": {
        "tau": 2.5018091201782227,
        "grad_tau": 0.11370421946048737,
        "torsion": 0.0,
        "alignment": 3.518533229827881,
        "S_field": 0.24805648624897003,
        "Gamma_field": 0.18842366337776184,
        "S_over_Gamma": 1.316482663154602,
        "Da": 11.05671215057373,
        "E_coh": 0.6566448211669922,
        "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": [
          [
            [
              -81.04,
              37.87
            ],
            [
              -81.01,
              37.86
            ],
            [
              -81.01,
              37.81
            ],
            [
              -81.02,
              37.8
            ],
            [
              -81.07,
              37.8
            ],
            [
              -81.08,
              37.81
            ],
            [
              -81.08,
              37.84
            ],
            [
              -81.04,
              37.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1874,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "fa30e4efcf113b7371becebd30893871ca4bf9ed109125d7e48c4e802021743d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1874,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19dc650d571122ebc11d41998cf3c25ca78ae6360ca615a864516c8962199b2e"
      },
      "receipt_sha256": "19dc650d571122ebc11d41998cf3c25ca78ae6360ca615a864516c8962199b2e"
    },
    {
      "storm_id": "875495",
      "lat": 35.53,
      "lon": -81.7795,
      "motion_east": 8.7,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1105.0,
      "ebshear": 19.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.25,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1394
        },
        {
          "name": "alignment",
          "value": 3.1123
        },
        {
          "name": "tau",
          "value": 3.1617
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1871
      },
      "coherence_score": 3.1616570949554443,
      "coherence_diagnostics": {
        "tau": 3.1616570949554443,
        "grad_tau": 0.4819357395172119,
        "torsion": 0.0,
        "alignment": 3.112333297729492,
        "S_field": 0.6704356670379639,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 3.6059727668762207,
        "Da": 11.66114616394043,
        "E_coh": 0.7522085309028625,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.76,
              35.61
            ],
            [
              -81.74,
              35.61
            ],
            [
              -81.69,
              35.57
            ],
            [
              -81.69,
              35.56
            ],
            [
              -81.67,
              35.54
            ],
            [
              -81.67,
              35.5
            ],
            [
              -81.71,
              35.47
            ],
            [
              -81.76,
              35.48
            ],
            [
              -81.78,
              35.46
            ],
            [
              -81.82,
              35.46
            ],
            [
              -81.83,
              35.45
            ],
            [
              -81.84,
              35.46
            ],
            [
              -81.86,
              35.46
            ],
            [
              -81.89,
              35.49
            ],
            [
              -81.89,
              35.55
            ],
            [
              -81.85,
              35.59
            ],
            [
              -81.83,
              35.6
            ],
            [
              -81.77,
              35.6
            ],
            [
              -81.76,
              35.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1871,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4d980a730a4cdf713146cf2e417f7b4997320ca54a7a8f22e71ea2d08be43999",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1871,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfb5b9c00611d46f9bb986d210efbd11ccaeefcbfeda17068b85c6e066006522"
      },
      "receipt_sha256": "bfb5b9c00611d46f9bb986d210efbd11ccaeefcbfeda17068b85c6e066006522"
    },
    {
      "storm_id": "876735",
      "lat": 34.8377,
      "lon": -89.2185,
      "motion_east": 9.7,
      "motion_south": 1.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3219.0,
      "ebshear": 27.0,
      "srh01": 54.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2644
        },
        {
          "name": "alignment",
          "value": 3.6965
        },
        {
          "name": "tau",
          "value": 2.2489
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1859
      },
      "coherence_score": 2.2488503456115723,
      "coherence_diagnostics": {
        "tau": 2.2488503456115723,
        "grad_tau": 0.4764934778213501,
        "torsion": 0.0,
        "alignment": 3.6965434551239014,
        "S_field": 0.9177703261375427,
        "Gamma_field": 0.35092368721961975,
        "S_over_Gamma": 2.6152989864349365,
        "Da": 22.343360900878906,
        "E_coh": 0.9109277129173279,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.25,
              34.88
            ],
            [
              -89.24,
              34.87
            ],
            [
              -89.2,
              34.87
            ],
            [
              -89.2,
              34.85
            ],
            [
              -89.18,
              34.84
            ],
            [
              -89.17,
              34.82
            ],
            [
              -89.17,
              34.79
            ],
            [
              -89.18,
              34.78
            ],
            [
              -89.21,
              34.78
            ],
            [
              -89.25,
              34.81
            ],
            [
              -89.27,
              34.85
            ],
            [
              -89.27,
              34.87
            ],
            [
              -89.25,
              34.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1859,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c980cbd40ef734ede5d6ad2f36e3dc23c0fd3c6c928105e6b3dc1f3b52f18bb9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1859,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c010d54847c0e0e4a4989ed2a370bb05675f18c0a337a9e5072b5bedd865722"
      },
      "receipt_sha256": "5c010d54847c0e0e4a4989ed2a370bb05675f18c0a337a9e5072b5bedd865722"
    },
    {
      "storm_id": "876128",
      "lat": 34.4543,
      "lon": -86.9436,
      "motion_east": 5.6,
      "motion_south": 0.6,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2912.0,
      "ebshear": 21.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2644
        },
        {
          "name": "alignment",
          "value": 2.8269
        },
        {
          "name": "tau",
          "value": 3.1714
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1814
      },
      "coherence_score": 3.171363353729248,
      "coherence_diagnostics": {
        "tau": 3.171363353729248,
        "grad_tau": 0.37715375423431396,
        "torsion": 0.0,
        "alignment": 2.826866626739502,
        "S_field": 1.566714882850647,
        "Gamma_field": 0.21009032428264618,
        "S_over_Gamma": 7.457339763641357,
        "Da": 13.452531814575195,
        "E_coh": 0.9254376292228699,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.97,
              34.51
            ],
            [
              -86.94,
              34.51
            ],
            [
              -86.9,
              34.49
            ],
            [
              -86.89,
              34.48
            ],
            [
              -86.89,
              34.43
            ],
            [
              -86.88,
              34.42
            ],
            [
              -86.91,
              34.42
            ],
            [
              -86.92,
              34.41
            ],
            [
              -86.96,
              34.41
            ],
            [
              -86.97,
              34.42
            ],
            [
              -86.99,
              34.42
            ],
            [
              -87.01,
              34.44
            ],
            [
              -87.01,
              34.49
            ],
            [
              -86.97,
              34.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1814,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "7efae66f262c668d7ee355f94308da8de75ee95fec060395822f9dc7350fe0ea",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1814,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c0c41bfd21e29db0a8b2c1ad687f69c6b9caf679f5c833fd3a1f34e260a6d42"
      },
      "receipt_sha256": "1c0c41bfd21e29db0a8b2c1ad687f69c6b9caf679f5c833fd3a1f34e260a6d42"
    },
    {
      "storm_id": "876519",
      "lat": 36.7133,
      "lon": -80.8022,
      "motion_east": 7.3,
      "motion_south": 1.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 858.0,
      "ebshear": 19.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1394
        },
        {
          "name": "alignment",
          "value": -2.0927
        },
        {
          "name": "tau",
          "value": 2.6738
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.178
      },
      "coherence_score": 2.673799753189087,
      "coherence_diagnostics": {
        "tau": 2.673799753189087,
        "grad_tau": 0.15414738655090332,
        "torsion": 0.0,
        "alignment": -2.092672824859619,
        "S_field": 0.31434762477874756,
        "Gamma_field": 0.18675699830055237,
        "S_over_Gamma": 1.6831905841827393,
        "Da": 10.94308853149414,
        "E_coh": 0.47445154190063477,
        "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": [
          [
            [
              -80.82,
              36.75
            ],
            [
              -80.76,
              36.75
            ],
            [
              -80.77,
              36.73
            ],
            [
              -80.76,
              36.69
            ],
            [
              -80.78,
              36.67
            ],
            [
              -80.83,
              36.67
            ],
            [
              -80.84,
              36.68
            ],
            [
              -80.84,
              36.73
            ],
            [
              -80.82,
              36.75
            ]
          ]
        ]
      },
      "raw_probability": 0.178,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5afb5ade4ee5cb983602ac3a989c81c731fded9070830a32d406ffce5c245547",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.178,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5cc995fb987b9e53ab457140ff0e33c5aa0ca52310366d23181ab35947803beb"
      },
      "receipt_sha256": "5cc995fb987b9e53ab457140ff0e33c5aa0ca52310366d23181ab35947803beb"
    },
    {
      "storm_id": "876678",
      "lat": 41.6767,
      "lon": -83.6567,
      "motion_east": 2.4,
      "motion_south": 1.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2107.0,
      "ebshear": 30.0,
      "srh01": 39.0,
      "maxllaz": 0.006,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8894
        },
        {
          "name": "alignment",
          "value": -5.0153
        },
        {
          "name": "tau",
          "value": 1.839
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1744
      },
      "coherence_score": 1.8390376567840576,
      "coherence_diagnostics": {
        "tau": 1.8390376567840576,
        "grad_tau": 0.3687172830104828,
        "torsion": 0.0,
        "alignment": -5.015297889709473,
        "S_field": 0.6167440414428711,
        "Gamma_field": 0.15009033679962158,
        "S_over_Gamma": 4.109152317047119,
        "Da": 8.839208602905273,
        "E_coh": 0.7063594460487366,
        "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": [
          [
            [
              -83.66,
              41.73
            ],
            [
              -83.62,
              41.71
            ],
            [
              -83.62,
              41.68
            ],
            [
              -83.61,
              41.67
            ],
            [
              -83.62,
              41.65
            ],
            [
              -83.63,
              41.65
            ],
            [
              -83.65,
              41.63
            ],
            [
              -83.69,
              41.63
            ],
            [
              -83.71,
              41.64
            ],
            [
              -83.71,
              41.69
            ],
            [
              -83.7,
              41.71
            ],
            [
              -83.66,
              41.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1744,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "7a6871c1a960de23899ccf67fe41908e001c2b6b28bfb3289c8e8e89f4f05a8f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1744,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca87fb29c825345487660daaea81993afb7d97f3172fab2fbc86d72adf789f4f"
      },
      "receipt_sha256": "ca87fb29c825345487660daaea81993afb7d97f3172fab2fbc86d72adf789f4f"
    },
    {
      "storm_id": "876372",
      "lat": 26.9089,
      "lon": -78.8156,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4897.0,
      "ebshear": 7.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.37,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8894
        },
        {
          "name": "alignment",
          "value": 0.5645
        },
        {
          "name": "tau",
          "value": 4.0374
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1716
      },
      "coherence_score": 4.037437438964844,
      "coherence_diagnostics": {
        "tau": 4.037437438964844,
        "grad_tau": 1.2371166944503784,
        "torsion": 0.0,
        "alignment": 0.5645009279251099,
        "S_field": 1.5644370317459106,
        "Gamma_field": 0.19092366099357605,
        "S_over_Gamma": 8.194045066833496,
        "Da": 10.595584869384766,
        "E_coh": 0.9817776679992676,
        "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": [
          [
            [
              -78.83,
              26.96
            ],
            [
              -78.77,
              26.95
            ],
            [
              -78.77,
              26.89
            ],
            [
              -78.79,
              26.87
            ],
            [
              -78.81,
              26.87
            ],
            [
              -78.82,
              26.86
            ],
            [
              -78.86,
              26.88
            ],
            [
              -78.86,
              26.94
            ],
            [
              -78.83,
              26.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1716,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c2d76db63012510f2c6c5514fd0897eada851822d0bb0ad349d04a5ea07563d9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1716,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "662b60bec2f7bbb6a2b0ff7fac9c05749a3dd3681fa60d636a862ddd8c2d4f6d"
      },
      "receipt_sha256": "662b60bec2f7bbb6a2b0ff7fac9c05749a3dd3681fa60d636a862ddd8c2d4f6d"
    },
    {
      "storm_id": "875161",
      "lat": 29.31,
      "lon": -91.7533,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4210.0,
      "ebshear": 19.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7644
        },
        {
          "name": "alignment",
          "value": -1.1968
        },
        {
          "name": "tau",
          "value": 3.298
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1646
      },
      "coherence_score": 3.298024892807007,
      "coherence_diagnostics": {
        "tau": 3.298024892807007,
        "grad_tau": 0.31396937370300293,
        "torsion": 0.0,
        "alignment": -1.196807622909546,
        "S_field": 0.5157408118247986,
        "Gamma_field": 0.38759034872055054,
        "S_over_Gamma": 1.3306337594985962,
        "Da": 24.399106979370117,
        "E_coh": 0.87493497133255,
        "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": [
          [
            [
              -91.77,
              29.34
            ],
            [
              -91.73,
              29.34
            ],
            [
              -91.72,
              29.33
            ],
            [
              -91.72,
              29.28
            ],
            [
              -91.73,
              29.27
            ],
            [
              -91.76,
              29.27
            ],
            [
              -91.79,
              29.3
            ],
            [
              -91.79,
              29.32
            ],
            [
              -91.77,
              29.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1646,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "0bf17162105d27e72569c5e2889aae6ef661bd762a6ba9c0ba8b06248644a663",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1646,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12ccc4bf02c7652975bbb6a20e7febe04be4638b838d1149ab5475a27900175f"
      },
      "receipt_sha256": "12ccc4bf02c7652975bbb6a20e7febe04be4638b838d1149ab5475a27900175f"
    },
    {
      "storm_id": "875466",
      "lat": 40.3422,
      "lon": -79.6989,
      "motion_east": 6.2,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2187.0,
      "ebshear": 31.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3894
        },
        {
          "name": "alignment",
          "value": -2.1883
        },
        {
          "name": "tau",
          "value": 2.7124
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1637
      },
      "coherence_score": 2.712390661239624,
      "coherence_diagnostics": {
        "tau": 2.712390661239624,
        "grad_tau": 0.14368091523647308,
        "torsion": 0.0,
        "alignment": -2.188326835632324,
        "S_field": 0.7542803883552551,
        "Gamma_field": 0.18009032309055328,
        "S_over_Gamma": 4.188344955444336,
        "Da": 10.983617782592773,
        "E_coh": 0.8912249803543091,
        "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": [
          [
            [
              -79.73,
              40.38
            ],
            [
              -79.68,
              40.38
            ],
            [
              -79.65,
              40.35
            ],
            [
              -79.65,
              40.31
            ],
            [
              -79.67,
              40.29
            ],
            [
              -79.7,
              40.29
            ],
            [
              -79.74,
              40.33
            ],
            [
              -79.74,
              40.37
            ],
            [
              -79.73,
              40.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1637,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d6622c99061f0b0862b5c96cdda2601f7ae2cb8516353182c46cdb750a7e24d5",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1637,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdc2a350de83622b71216035919348c96f882366ec6dd7f8095bb0ee4d78ee3d"
      },
      "receipt_sha256": "fdc2a350de83622b71216035919348c96f882366ec6dd7f8095bb0ee4d78ee3d"
    },
    {
      "storm_id": "876421",
      "lat": 34.41,
      "lon": -84.7767,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2605.0,
      "ebshear": 9.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0144
        },
        {
          "name": "alignment",
          "value": -2.23
        },
        {
          "name": "tau",
          "value": 3.3146
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1586
      },
      "coherence_score": 3.3146495819091797,
      "coherence_diagnostics": {
        "tau": 3.3146495819091797,
        "grad_tau": 0.48672279715538025,
        "torsion": 0.0,
        "alignment": -2.230045795440674,
        "S_field": 1.3135018348693848,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 6.675756454467773,
        "Da": 11.988389015197754,
        "E_coh": 0.8907682299613953,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.8,
              34.44
            ],
            [
              -84.75,
              34.44
            ],
            [
              -84.74,
              34.43
            ],
            [
              -84.74,
              34.38
            ],
            [
              -84.75,
              34.37
            ],
            [
              -84.79,
              34.37
            ],
            [
              -84.81,
              34.39
            ],
            [
              -84.81,
              34.43
            ],
            [
              -84.8,
              34.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1586,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b7ca85b7b2b5b9b1504a544173dd78fc0c73936129698f469997b3d91b722124",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1586,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2381fabade16f5c9a8449df3ea45a85e32fcb5f13838ecfc6dc02326c06a5bb5"
      },
      "receipt_sha256": "2381fabade16f5c9a8449df3ea45a85e32fcb5f13838ecfc6dc02326c06a5bb5"
    },
    {
      "storm_id": "876591",
      "lat": 26.5678,
      "lon": -95.6267,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2662.0,
      "ebshear": 22.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.0144
        },
        {
          "name": "alignment",
          "value": 3.6263
        },
        {
          "name": "tau",
          "value": 1.9462
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1583
      },
      "coherence_score": 1.946197509765625,
      "coherence_diagnostics": {
        "tau": 1.946197509765625,
        "grad_tau": 0.7236101031303406,
        "torsion": 0.0,
        "alignment": 3.626278877258301,
        "S_field": 1.151840329170227,
        "Gamma_field": 0.21009032428264618,
        "S_over_Gamma": 5.482595920562744,
        "Da": 13.36207389831543,
        "E_coh": 0.9544851779937744,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.65,
              26.6
            ],
            [
              -95.61,
              26.6
            ],
            [
              -95.59,
              26.58
            ],
            [
              -95.59,
              26.54
            ],
            [
              -95.6,
              26.53
            ],
            [
              -95.63,
              26.53
            ],
            [
              -95.66,
              26.55
            ],
            [
              -95.66,
              26.58
            ],
            [
              -95.65,
              26.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1583,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "bbf3973f2f5916a481db74f7338572787d14c1f5eb56dd3c65fc884df6d480ee",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1583,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b31bb2178de87bd371e70e3682704d1b5041720684643094cdf057096f95ac4"
      },
      "receipt_sha256": "6b31bb2178de87bd371e70e3682704d1b5041720684643094cdf057096f95ac4"
    },
    {
      "storm_id": "876354",
      "lat": 41.177,
      "lon": -80.936,
      "motion_east": 3.7,
      "motion_south": 4.3,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1901.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5144
        },
        {
          "name": "alignment",
          "value": -1.7699
        },
        {
          "name": "tau",
          "value": 2.5712
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1569
      },
      "coherence_score": 2.5712108612060547,
      "coherence_diagnostics": {
        "tau": 2.5712108612060547,
        "grad_tau": 0.41638094186782837,
        "torsion": 0.0,
        "alignment": -1.7699360847473145,
        "S_field": 0.8676023483276367,
        "Gamma_field": 0.1759236603975296,
        "S_over_Gamma": 4.931697845458984,
        "Da": 10.45475959777832,
        "E_coh": 0.8074640035629272,
        "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": [
          [
            [
              -80.97,
              41.21
            ],
            [
              -80.94,
              41.21
            ],
            [
              -80.9,
              41.19
            ],
            [
              -80.88,
              41.2
            ],
            [
              -80.88,
              41.14
            ],
            [
              -80.89,
              41.13
            ],
            [
              -80.95,
              41.13
            ],
            [
              -80.99,
              41.15
            ],
            [
              -80.99,
              41.2
            ],
            [
              -80.97,
              41.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1569,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "93c84b0dbe517cde872cae345a4b71b70556e94893d3df73f9238071c827283a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1569,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92d993b8d01ec0f587dcb03b2ad284624313b089122f426e7ecd940999b97959"
      },
      "receipt_sha256": "92d993b8d01ec0f587dcb03b2ad284624313b089122f426e7ecd940999b97959"
    },
    {
      "storm_id": "876540",
      "lat": 41.25,
      "lon": -81.2891,
      "motion_east": 4.9,
      "motion_south": 1.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1968.0,
      "ebshear": 18.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5144
        },
        {
          "name": "alignment",
          "value": -1.7699
        },
        {
          "name": "tau",
          "value": 2.5712
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1569
      },
      "coherence_score": 2.5712108612060547,
      "coherence_diagnostics": {
        "tau": 2.5712108612060547,
        "grad_tau": 0.41638094186782837,
        "torsion": 0.0,
        "alignment": -1.7699360847473145,
        "S_field": 0.8676023483276367,
        "Gamma_field": 0.1759236603975296,
        "S_over_Gamma": 4.931697845458984,
        "Da": 10.45475959777832,
        "E_coh": 0.8074640035629272,
        "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": [
          [
            [
              -81.3,
              41.29
            ],
            [
              -81.29,
              41.28
            ],
            [
              -81.25,
              41.28
            ],
            [
              -81.24,
              41.27
            ],
            [
              -81.25,
              41.22
            ],
            [
              -81.28,
              41.2
            ],
            [
              -81.3,
              41.21
            ],
            [
              -81.33,
              41.21
            ],
            [
              -81.32,
              41.23
            ],
            [
              -81.32,
              41.27
            ],
            [
              -81.3,
              41.29
            ]
          ]
        ]
      },
      "raw_probability": 0.1569,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "93c84b0dbe517cde872cae345a4b71b70556e94893d3df73f9238071c827283a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1569,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92d993b8d01ec0f587dcb03b2ad284624313b089122f426e7ecd940999b97959"
      },
      "receipt_sha256": "92d993b8d01ec0f587dcb03b2ad284624313b089122f426e7ecd940999b97959"
    },
    {
      "storm_id": "876758",
      "lat": 41.4006,
      "lon": -81.0233,
      "motion_east": 3.8,
      "motion_south": 4.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2063.0,
      "ebshear": 18.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5144
        },
        {
          "name": "alignment",
          "value": -1.7699
        },
        {
          "name": "tau",
          "value": 2.5712
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1569
      },
      "coherence_score": 2.5712108612060547,
      "coherence_diagnostics": {
        "tau": 2.5712108612060547,
        "grad_tau": 0.41638094186782837,
        "torsion": 0.0,
        "alignment": -1.7699360847473145,
        "S_field": 0.8676023483276367,
        "Gamma_field": 0.1759236603975296,
        "S_over_Gamma": 4.931697845458984,
        "Da": 10.45475959777832,
        "E_coh": 0.8074640035629272,
        "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": [
          [
            [
              -81.05,
              41.44
            ],
            [
              -81.0,
              41.44
            ],
            [
              -81.0,
              41.43
            ],
            [
              -81.02,
              41.43
            ],
            [
              -81.03,
              41.41
            ],
            [
              -81.02,
              41.4
            ],
            [
              -80.98,
              41.41
            ],
            [
              -80.98,
              41.39
            ],
            [
              -80.97,
              41.38
            ],
            [
              -80.98,
              41.37
            ],
            [
              -81.01,
              41.37
            ],
            [
              -81.02,
              41.38
            ],
            [
              -81.05,
              41.36
            ],
            [
              -81.07,
              41.36
            ],
            [
              -81.07,
              41.38
            ],
            [
              -81.06,
              41.39
            ],
            [
              -81.06,
              41.43
            ],
            [
              -81.05,
              41.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1569,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "93c84b0dbe517cde872cae345a4b71b70556e94893d3df73f9238071c827283a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1569,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92d993b8d01ec0f587dcb03b2ad284624313b089122f426e7ecd940999b97959"
      },
      "receipt_sha256": "92d993b8d01ec0f587dcb03b2ad284624313b089122f426e7ecd940999b97959"
    },
    {
      "storm_id": "876278",
      "lat": 29.2512,
      "lon": -95.605,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3616.0,
      "ebshear": 10.0,
      "srh01": 28.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6394
        },
        {
          "name": "alignment",
          "value": -3.0605
        },
        {
          "name": "tau",
          "value": 2.452
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1523
      },
      "coherence_score": 2.451993227005005,
      "coherence_diagnostics": {
        "tau": 2.451993227005005,
        "grad_tau": 0.5429912805557251,
        "torsion": 0.0,
        "alignment": -3.0604963302612305,
        "S_field": 0.9038782119750977,
        "Gamma_field": 0.20675699412822723,
        "S_over_Gamma": 4.3716936111450195,
        "Da": 11.673530578613281,
        "E_coh": 0.9578050971031189,
        "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": [
          [
            [
              -95.64,
              29.3
            ],
            [
              -95.58,
              29.28
            ],
            [
              -95.56,
              29.25
            ],
            [
              -95.56,
              29.24
            ],
            [
              -95.6,
              29.2
            ],
            [
              -95.62,
              29.2
            ],
            [
              -95.64,
              29.24
            ],
            [
              -95.64,
              29.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1523,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a5e6f534413006a95ab274837604765136f843507d2a8da99f86a09b8b70020a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1523,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3502f1db077ce0927b19517d5d154a1e2f99f316c61438d566f52b924e8a6a50"
      },
      "receipt_sha256": "3502f1db077ce0927b19517d5d154a1e2f99f316c61438d566f52b924e8a6a50"
    },
    {
      "storm_id": "875691",
      "lat": 40.0688,
      "lon": -82.8537,
      "motion_east": 6.9,
      "motion_south": 5.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2239.0,
      "ebshear": 24.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7644
        },
        {
          "name": "alignment",
          "value": 1.3313
        },
        {
          "name": "tau",
          "value": 2.716
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1482
      },
      "coherence_score": 2.715985059738159,
      "coherence_diagnostics": {
        "tau": 2.715985059738159,
        "grad_tau": 0.1567152738571167,
        "torsion": 0.0,
        "alignment": 1.3312630653381348,
        "S_field": 0.8889733552932739,
        "Gamma_field": 0.21342365443706512,
        "S_over_Gamma": 4.165298938751221,
        "Da": 12.978930473327637,
        "E_coh": 0.923525869846344,
        "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": [
          [
            [
              -82.88,
              40.1
            ],
            [
              -82.85,
              40.1
            ],
            [
              -82.82,
              40.07
            ],
            [
              -82.82,
              40.05
            ],
            [
              -82.83,
              40.04
            ],
            [
              -82.87,
              40.04
            ],
            [
              -82.88,
              40.05
            ],
            [
              -82.88,
              40.1
            ]
          ]
        ]
      },
      "raw_probability": 0.1482,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "663741506ae8fe718f6a948a679af9d40273581e8cdf65e0a0a0082dc2c5aacd",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1482,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64266b30f37eced8fa7766f69de0e145a41cd5193bec4e59a116077f46580f27"
      },
      "receipt_sha256": "64266b30f37eced8fa7766f69de0e145a41cd5193bec4e59a116077f46580f27"
    },
    {
      "storm_id": "876526",
      "lat": 30.7233,
      "lon": -89.0933,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2211.0,
      "ebshear": 11.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.37,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6394
        },
        {
          "name": "alignment",
          "value": -4.6481
        },
        {
          "name": "tau",
          "value": 3.8313
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1413
      },
      "coherence_score": 3.8312606811523438,
      "coherence_diagnostics": {
        "tau": 3.8312606811523438,
        "grad_tau": 0.4733283221721649,
        "torsion": 0.0,
        "alignment": -4.648089408874512,
        "S_field": 1.1395440101623535,
        "Gamma_field": 0.28592368960380554,
        "S_over_Gamma": 3.985482931137085,
        "Da": 17.62814712524414,
        "E_coh": 0.934059739112854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.11,
              30.77
            ],
            [
              -89.07,
              30.77
            ],
            [
              -89.04,
              30.74
            ],
            [
              -89.04,
              30.71
            ],
            [
              -89.06,
              30.67
            ],
            [
              -89.13,
              30.67
            ],
            [
              -89.14,
              30.68
            ],
            [
              -89.14,
              30.73
            ],
            [
              -89.11,
              30.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1413,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f6fa3608cd8e509f45f9ab86ec5fc5c1d9358d845d240afce9c56ec10b749905",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1413,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59ceaf0cbb20ee9712dbf10fcdbab3dbdc7f58e8f38a353755082fe4360a3d98"
      },
      "receipt_sha256": "59ceaf0cbb20ee9712dbf10fcdbab3dbdc7f58e8f38a353755082fe4360a3d98"
    },
    {
      "storm_id": "875794",
      "lat": 40.0455,
      "lon": -80.3755,
      "motion_east": 5.6,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2014.0,
      "ebshear": 31.0,
      "srh01": 33.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7644
        },
        {
          "name": "alignment",
          "value": -1.6465
        },
        {
          "name": "tau",
          "value": 2.7908
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.14
      },
      "coherence_score": 2.790759563446045,
      "coherence_diagnostics": {
        "tau": 2.790759563446045,
        "grad_tau": 0.1638026088476181,
        "torsion": 0.0,
        "alignment": -1.6464755535125732,
        "S_field": 0.6170639991760254,
        "Gamma_field": 0.20009033381938934,
        "S_over_Gamma": 3.0839271545410156,
        "Da": 12.590024948120117,
        "E_coh": 0.9027774930000305,
        "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": [
          [
            [
              -80.36,
              40.08
            ],
            [
              -80.33,
              40.06
            ],
            [
              -80.33,
              40.04
            ],
            [
              -80.34,
              40.03
            ],
            [
              -80.38,
              40.03
            ],
            [
              -80.4,
              40.01
            ],
            [
              -80.41,
              40.01
            ],
            [
              -80.42,
              40.03
            ],
            [
              -80.42,
              40.07
            ],
            [
              -80.38,
              40.06
            ],
            [
              -80.36,
              40.08
            ]
          ]
        ]
      },
      "raw_probability": 0.14,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2d6edcaa95a4bb1ce64eb4064d6968398a9962107f7089e17b3196a9529891d5",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.14,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f30930e3fb5e5bec69122519658611a36f4bf442f49170c3dfb9cdc46987d71c"
      },
      "receipt_sha256": "f30930e3fb5e5bec69122519658611a36f4bf442f49170c3dfb9cdc46987d71c"
    },
    {
      "storm_id": "876777",
      "lat": 29.7356,
      "lon": -93.1692,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3132.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2644
        },
        {
          "name": "alignment",
          "value": -3.3968
        },
        {
          "name": "tau",
          "value": 2.9429
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1398
      },
      "coherence_score": 2.94289493560791,
      "coherence_diagnostics": {
        "tau": 2.94289493560791,
        "grad_tau": 0.5137850642204285,
        "torsion": 0.0,
        "alignment": -3.3967537879943848,
        "S_field": 1.068982720375061,
        "Gamma_field": 0.2525903582572937,
        "S_over_Gamma": 4.232080459594727,
        "Da": 15.253091812133789,
        "E_coh": 0.9283165335655212,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.23,
              29.78
            ],
            [
              -93.22,
              29.77
            ],
            [
              -93.21,
              29.76
            ],
            [
              -93.2,
              29.76
            ],
            [
              -93.19,
              29.76
            ],
            [
              -93.18,
              29.76
            ],
            [
              -93.17,
              29.77
            ],
            [
              -93.16,
              29.78
            ],
            [
              -93.15,
              29.78
            ],
            [
              -93.14,
              29.77
            ],
            [
              -93.13,
              29.77
            ],
            [
              -93.12,
              29.77
            ],
            [
              -93.11,
              29.77
            ],
            [
              -93.1,
              29.77
            ],
            [
              -93.1,
              29.76
            ],
            [
              -93.09,
              29.75
            ],
            [
              -93.09,
              29.74
            ],
            [
              -93.09,
              29.73
            ],
            [
              -93.09,
              29.72
            ],
            [
              -93.09,
              29.71
            ],
            [
              -93.1,
              29.7
            ],
            [
              -93.1,
              29.69
            ],
            [
              -93.11,
              29.69
            ],
            [
              -93.12,
              29.69
            ],
            [
              -93.13,
              29.7
            ],
            [
              -93.14,
              29.69
            ],
            [
              -93.15,
              29.69
            ],
            [
              -93.16,
              29.68
            ],
            [
              -93.17,
              29.68
            ],
            [
              -93.18,
              29.69
            ],
            [
              -93.18,
              29.7
            ],
            [
              -93.18,
              29.71
            ],
            [
              -93.18,
              29.72
            ],
            [
              -93.18,
              29.73
            ],
            [
              -93.18,
              29.74
            ],
            [
              -93.18,
              29.75
            ],
            [
              -93.19,
              29.76
            ],
            [
              -93.2,
              29.75
            ],
            [
              -93.21,
              29.75
            ],
            [
              -93.22,
              29.74
            ],
            [
              -93.22,
              29.73
            ],
            [
              -93.22,
              29.72
            ],
            [
              -93.22,
              29.71
            ],
            [
              -93.22,
              29.7
            ],
            [
              -93.23,
              29.71
            ],
            [
              -93.22,
              29.72
            ],
            [
              -93.22,
              29.73
            ],
            [
              -93.22,
              29.74
            ],
            [
              -93.22,
              29.75
            ],
            [
              -93.23,
              29.76
            ],
            [
              -93.23,
              29.77
            ],
            [
              -93.23,
              29.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1398,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8950a556ff1f9b1e05ef1a08ba98511316d946a1e1142edff8d3b29be2d93a36",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1398,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "541f5835fb3ef12a9ef20f7e82b813fc316a72b99d9b688f71c2a4884ff3202d"
      },
      "receipt_sha256": "541f5835fb3ef12a9ef20f7e82b813fc316a72b99d9b688f71c2a4884ff3202d"
    },
    {
      "storm_id": "875726",
      "lat": 26.125,
      "lon": -81.005,
      "motion_east": -7.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5128.0,
      "ebshear": 12.0,
      "srh01": 50.0,
      "maxllaz": 0.007,
      "mesh": 1.0,
      "flash_rate": 41.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5144
        },
        {
          "name": "alignment",
          "value": 0.8046
        },
        {
          "name": "tau",
          "value": 2.5014
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1397
      },
      "coherence_score": 2.5013961791992188,
      "coherence_diagnostics": {
        "tau": 2.5013961791992188,
        "grad_tau": 2.049501657485962,
        "torsion": 0.0,
        "alignment": 0.804606020450592,
        "S_field": 1.5773903131484985,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 8.016945838928223,
        "Da": 11.053553581237793,
        "E_coh": 0.9819239377975464,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.05,
              26.21
            ],
            [
              -81.03,
              26.21
            ],
            [
              -80.99,
              26.19
            ],
            [
              -80.96,
              26.16
            ],
            [
              -80.95,
              26.16
            ],
            [
              -80.95,
              26.11
            ],
            [
              -80.96,
              26.1
            ],
            [
              -80.96,
              26.08
            ],
            [
              -80.98,
              26.04
            ],
            [
              -81.0,
              26.02
            ],
            [
              -81.04,
              26.02
            ],
            [
              -81.07,
              26.06
            ],
            [
              -81.08,
              26.18
            ],
            [
              -81.05,
              26.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1397,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f881300ec5add354e4da3fb62600c4984cb7d79cde64144624924ae8f7d0aba2",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1397,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60e8314a9e9817fc41a8db44447284db959051d89e9409da59b5422d0729ea17"
      },
      "receipt_sha256": "60e8314a9e9817fc41a8db44447284db959051d89e9409da59b5422d0729ea17"
    },
    {
      "storm_id": "876381",
      "lat": 39.9709,
      "lon": -80.7658,
      "motion_east": 5.5,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 26.0,
      "srh01": 36.0,
      "maxllaz": 0.006,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7644
        },
        {
          "name": "alignment",
          "value": -1.6465
        },
        {
          "name": "tau",
          "value": 2.7908
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1366
      },
      "coherence_score": 2.790759563446045,
      "coherence_diagnostics": {
        "tau": 2.790759563446045,
        "grad_tau": 0.1638026088476181,
        "torsion": 0.0,
        "alignment": -1.6464755535125732,
        "S_field": 0.6170639991760254,
        "Gamma_field": 0.20009033381938934,
        "S_over_Gamma": 3.0839271545410156,
        "Da": 12.590024948120117,
        "E_coh": 0.9027774930000305,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.84,
              40.08
            ],
            [
              -80.79,
              40.08
            ],
            [
              -80.77,
              40.06
            ],
            [
              -80.76,
              40.04
            ],
            [
              -80.77,
              39.99
            ],
            [
              -80.76,
              39.98
            ],
            [
              -80.75,
              39.98
            ],
            [
              -80.73,
              39.96
            ],
            [
              -80.71,
              39.97
            ],
            [
              -80.65,
              39.97
            ],
            [
              -80.64,
              39.96
            ],
            [
              -80.62,
              39.96
            ],
            [
              -80.57,
              39.93
            ],
            [
              -80.57,
              39.89
            ],
            [
              -80.6,
              39.87
            ],
            [
              -80.65,
              39.87
            ],
            [
              -80.69,
              39.89
            ],
            [
              -80.72,
              39.89
            ],
            [
              -80.75,
              39.91
            ],
            [
              -80.76,
              39.97
            ],
            [
              -80.78,
              39.99
            ],
            [
              -80.8,
              39.99
            ],
            [
              -80.81,
              39.98
            ],
            [
              -80.85,
              39.98
            ],
            [
              -80.87,
              39.96
            ],
            [
              -80.87,
              39.94
            ],
            [
              -80.89,
              39.94
            ],
            [
              -80.9,
              39.93
            ],
            [
              -80.93,
              39.94
            ],
            [
              -80.93,
              39.97
            ],
            [
              -80.85,
              40.03
            ],
            [
              -80.85,
              40.06
            ],
            [
              -80.84,
              40.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1366,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "67582e10631ef6855919939366d181533e416789ea7f25fe2046ec013f22fd5c",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1366,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d46396d5a4ed3565131046af149cb73c8108b7998b512ebd99cd3cb36f273e9"
      },
      "receipt_sha256": "5d46396d5a4ed3565131046af149cb73c8108b7998b512ebd99cd3cb36f273e9"
    },
    {
      "storm_id": "875758",
      "lat": 26.1621,
      "lon": -96.41,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2175.0,
      "ebshear": 25.0,
      "srh01": 96.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6394
        },
        {
          "name": "alignment",
          "value": 3.6977
        },
        {
          "name": "tau",
          "value": 0.7771
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1331
      },
      "coherence_score": 0.7771347165107727,
      "coherence_diagnostics": {
        "tau": 0.7771347165107727,
        "grad_tau": 0.7551702260971069,
        "torsion": 0.0,
        "alignment": 3.6977062225341797,
        "S_field": 0.37858957052230835,
        "Gamma_field": 0.5150903463363647,
        "S_over_Gamma": 0.7349964380264282,
        "Da": 33.25611877441406,
        "E_coh": 0.9200025200843811,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.42,
              26.25
            ],
            [
              -96.39,
              26.25
            ],
            [
              -96.35,
              26.22
            ],
            [
              -96.34,
              26.18
            ],
            [
              -96.33,
              26.17
            ],
            [
              -96.33,
              26.12
            ],
            [
              -96.37,
              26.08
            ],
            [
              -96.44,
              26.05
            ],
            [
              -96.48,
              26.09
            ],
            [
              -96.48,
              26.1
            ],
            [
              -96.47,
              26.11
            ],
            [
              -96.47,
              26.18
            ],
            [
              -96.45,
              26.22
            ],
            [
              -96.42,
              26.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1331,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5f22f1c656c73a3e26fefe6ab966a813bf61e971194217a905f4d4d2ea3d0b03",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1331,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c10c458bf8cd2523887bdbb41775806b5afdef839442b990c074dade373489fc"
      },
      "receipt_sha256": "c10c458bf8cd2523887bdbb41775806b5afdef839442b990c074dade373489fc"
    },
    {
      "storm_id": "876572",
      "lat": 40.1526,
      "lon": -80.0061,
      "motion_east": 6.3,
      "motion_south": -2.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2122.0,
      "ebshear": 33.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6394
        },
        {
          "name": "alignment",
          "value": -0.0173
        },
        {
          "name": "tau",
          "value": 2.8309
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1315
      },
      "coherence_score": 2.830867290496826,
      "coherence_diagnostics": {
        "tau": 2.830867290496826,
        "grad_tau": 0.21116498112678528,
        "torsion": 0.0,
        "alignment": -0.017278432846069336,
        "S_field": 1.0632023811340332,
        "Gamma_field": 0.20675699412822723,
        "S_over_Gamma": 5.142280101776123,
        "Da": 12.502277374267578,
        "E_coh": 0.9141935110092163,
        "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": [
          [
            [
              -79.93,
              40.26
            ],
            [
              -79.88,
              40.26
            ],
            [
              -79.85,
              40.22
            ],
            [
              -79.85,
              40.19
            ],
            [
              -79.86,
              40.19
            ],
            [
              -79.88,
              40.17
            ],
            [
              -79.94,
              40.17
            ],
            [
              -79.95,
              40.16
            ],
            [
              -79.95,
              40.11
            ],
            [
              -79.97,
              40.1
            ],
            [
              -79.99,
              40.11
            ],
            [
              -80.03,
              40.11
            ],
            [
              -80.05,
              40.1
            ],
            [
              -80.07,
              40.12
            ],
            [
              -80.08,
              40.12
            ],
            [
              -80.09,
              40.11
            ],
            [
              -80.08,
              40.09
            ],
            [
              -80.11,
              40.05
            ],
            [
              -80.16,
              40.05
            ],
            [
              -80.16,
              40.08
            ],
            [
              -80.13,
              40.09
            ],
            [
              -80.11,
              40.13
            ],
            [
              -80.07,
              40.13
            ],
            [
              -80.06,
              40.14
            ],
            [
              -80.05,
              40.16
            ],
            [
              -80.05,
              40.19
            ],
            [
              -80.04,
              40.2
            ],
            [
              -79.97,
              40.2
            ],
            [
              -79.95,
              40.22
            ],
            [
              -79.95,
              40.24
            ],
            [
              -79.93,
              40.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1315,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "65808e0d76c05544c6d0dfab00309da38a1e59e652807e91cc09453bac9dfa7d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1315,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8c676ebf1f5defed7ec4b1e75fca28225ccf29bc8897ccfd6b0fd860db9709a"
      },
      "receipt_sha256": "a8c676ebf1f5defed7ec4b1e75fca28225ccf29bc8897ccfd6b0fd860db9709a"
    },
    {
      "storm_id": "876747",
      "lat": 29.9715,
      "lon": -93.8946,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2972.0,
      "ebshear": 4.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2644
        },
        {
          "name": "alignment",
          "value": -3.3968
        },
        {
          "name": "tau",
          "value": 2.9429
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1302
      },
      "coherence_score": 2.94289493560791,
      "coherence_diagnostics": {
        "tau": 2.94289493560791,
        "grad_tau": 0.5137850642204285,
        "torsion": 0.0,
        "alignment": -3.3967537879943848,
        "S_field": 1.068982720375061,
        "Gamma_field": 0.2525903582572937,
        "S_over_Gamma": 4.232080459594727,
        "Da": 15.253091812133789,
        "E_coh": 0.9283165335655212,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.93,
              30.01
            ],
            [
              -93.89,
              30.01
            ],
            [
              -93.87,
              30.0
            ],
            [
              -93.85,
              29.98
            ],
            [
              -93.85,
              29.95
            ],
            [
              -93.84,
              29.93
            ],
            [
              -93.85,
              29.92
            ],
            [
              -93.9,
              29.92
            ],
            [
              -93.93,
              29.95
            ],
            [
              -93.93,
              29.97
            ],
            [
              -93.92,
              29.98
            ],
            [
              -93.94,
              30.0
            ],
            [
              -93.93,
              30.01
            ]
          ]
        ]
      },
      "raw_probability": 0.1302,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "0291036827f04426f30082db9ac772a893cc3616d5dc64e09984d2bfd043972f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1302,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3fdae418ae7165c83f76e190e3a537b9f8f127ce87e14e535dbb7699c952a33c"
      },
      "receipt_sha256": "3fdae418ae7165c83f76e190e3a537b9f8f127ce87e14e535dbb7699c952a33c"
    },
    {
      "storm_id": "876634",
      "lat": 30.69,
      "lon": -93.911,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3633.0,
      "ebshear": 7.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3894
        },
        {
          "name": "alignment",
          "value": -3.216
        },
        {
          "name": "tau",
          "value": 2.4548
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1295
      },
      "coherence_score": 2.454784870147705,
      "coherence_diagnostics": {
        "tau": 2.454784870147705,
        "grad_tau": 0.7741100788116455,
        "torsion": 0.0,
        "alignment": -3.2159907817840576,
        "S_field": 0.8863457441329956,
        "Gamma_field": 0.2200903296470642,
        "S_over_Gamma": 4.027190685272217,
        "Da": 13.31195068359375,
        "E_coh": 0.9165665507316589,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.89,
              30.73
            ],
            [
              -93.87,
              30.72
            ],
            [
              -93.88,
              30.65
            ],
            [
              -93.89,
              30.64
            ],
            [
              -93.95,
              30.64
            ],
            [
              -93.95,
              30.67
            ],
            [
              -93.94,
              30.68
            ],
            [
              -93.95,
              30.72
            ],
            [
              -93.9,
              30.72
            ],
            [
              -93.89,
              30.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1295,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "dfa393fed68aed8310eaee165b8dd9355e436730e8b457159706cb0a55707407",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1295,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5795e8751bbb04d076e7a506cb6220aeba4a38a362bc17e10f2ddd6de68f24e8"
      },
      "receipt_sha256": "5795e8751bbb04d076e7a506cb6220aeba4a38a362bc17e10f2ddd6de68f24e8"
    },
    {
      "storm_id": "876699",
      "lat": 33.6087,
      "lon": -79.367,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1608.0,
      "ebshear": 17.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6394
        },
        {
          "name": "alignment",
          "value": -0.7671
        },
        {
          "name": "tau",
          "value": 4.3948
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1211
      },
      "coherence_score": 4.3947601318359375,
      "coherence_diagnostics": {
        "tau": 4.3947601318359375,
        "grad_tau": 0.21142129600048065,
        "torsion": 0.0,
        "alignment": -0.7670807838439941,
        "S_field": 1.483591914176941,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 7.233846187591553,
        "Da": 11.803383827209473,
        "E_coh": 0.9574334621429443,
        "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": [
          [
            [
              -79.4,
              33.65
            ],
            [
              -79.39,
              33.65
            ],
            [
              -79.38,
              33.65
            ],
            [
              -79.37,
              33.65
            ],
            [
              -79.36,
              33.65
            ],
            [
              -79.35,
              33.65
            ],
            [
              -79.34,
              33.65
            ],
            [
              -79.33,
              33.65
            ],
            [
              -79.32,
              33.65
            ],
            [
              -79.32,
              33.64
            ],
            [
              -79.33,
              33.64
            ],
            [
              -79.34,
              33.64
            ],
            [
              -79.35,
              33.65
            ],
            [
              -79.36,
              33.65
            ],
            [
              -79.37,
              33.65
            ],
            [
              -79.38,
              33.64
            ],
            [
              -79.39,
              33.63
            ],
            [
              -79.39,
              33.62
            ],
            [
              -79.38,
              33.61
            ],
            [
              -79.37,
              33.6
            ],
            [
              -79.36,
              33.61
            ],
            [
              -79.35,
              33.6
            ],
            [
              -79.34,
              33.61
            ],
            [
              -79.33,
              33.61
            ],
            [
              -79.32,
              33.62
            ],
            [
              -79.32,
              33.61
            ],
            [
              -79.32,
              33.6
            ],
            [
              -79.32,
              33.59
            ],
            [
              -79.32,
              33.58
            ],
            [
              -79.31,
              33.57
            ],
            [
              -79.31,
              33.56
            ],
            [
              -79.32,
              33.57
            ],
            [
              -79.33,
              33.57
            ],
            [
              -79.34,
              33.57
            ],
            [
              -79.35,
              33.57
            ],
            [
              -79.36,
              33.57
            ],
            [
              -79.37,
              33.57
            ],
            [
              -79.38,
              33.57
            ],
            [
              -79.39,
              33.57
            ],
            [
              -79.4,
              33.57
            ],
            [
              -79.41,
              33.57
            ],
            [
              -79.42,
              33.57
            ],
            [
              -79.43,
              33.57
            ],
            [
              -79.44,
              33.57
            ],
            [
              -79.44,
              33.58
            ],
            [
              -79.43,
              33.58
            ],
            [
              -79.42,
              33.58
            ],
            [
              -79.41,
              33.59
            ],
            [
              -79.4,
              33.6
            ],
            [
              -79.39,
              33.61
            ],
            [
              -79.39,
              33.62
            ],
            [
              -79.39,
              33.63
            ],
            [
              -79.39,
              33.64
            ],
            [
              -79.4,
              33.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1211,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a237ed9f351d364f98cf75383a772f54a14d674f1b31e70a5e3ace36c5f11a7a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1211,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b645c885715684616cc5d11cc29b4352665b8220e84384443faafda3c6d0e2f"
      },
      "receipt_sha256": "6b645c885715684616cc5d11cc29b4352665b8220e84384443faafda3c6d0e2f"
    },
    {
      "storm_id": "876454",
      "lat": 35.3424,
      "lon": -82.0586,
      "motion_east": 7.7,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1178.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1394
        },
        {
          "name": "alignment",
          "value": 3.1123
        },
        {
          "name": "tau",
          "value": 3.1617
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1185
      },
      "coherence_score": 3.1616570949554443,
      "coherence_diagnostics": {
        "tau": 3.1616570949554443,
        "grad_tau": 0.4819357395172119,
        "torsion": 0.0,
        "alignment": 3.112333297729492,
        "S_field": 0.6704356670379639,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 3.6059727668762207,
        "Da": 11.66114616394043,
        "E_coh": 0.7522085309028625,
        "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": [
          [
            [
              -82.03,
              35.39
            ],
            [
              -82.02,
              35.39
            ],
            [
              -82.01,
              35.39
            ],
            [
              -82.0,
              35.39
            ],
            [
              -81.99,
              35.39
            ],
            [
              -81.98,
              35.39
            ],
            [
              -81.97,
              35.39
            ],
            [
              -81.96,
              35.39
            ],
            [
              -81.95,
              35.39
            ],
            [
              -81.95,
              35.38
            ],
            [
              -81.95,
              35.37
            ],
            [
              -81.95,
              35.36
            ],
            [
              -81.95,
              35.35
            ],
            [
              -81.95,
              35.34
            ],
            [
              -81.95,
              35.33
            ],
            [
              -81.96,
              35.33
            ],
            [
              -81.97,
              35.32
            ],
            [
              -81.98,
              35.32
            ],
            [
              -81.99,
              35.32
            ],
            [
              -82.0,
              35.32
            ],
            [
              -82.01,
              35.32
            ],
            [
              -82.02,
              35.32
            ],
            [
              -82.03,
              35.32
            ],
            [
              -82.03,
              35.33
            ],
            [
              -82.04,
              35.34
            ],
            [
              -82.05,
              35.35
            ],
            [
              -82.06,
              35.35
            ],
            [
              -82.07,
              35.35
            ],
            [
              -82.08,
              35.36
            ],
            [
              -82.09,
              35.35
            ],
            [
              -82.1,
              35.35
            ],
            [
              -82.11,
              35.34
            ],
            [
              -82.11,
              35.33
            ],
            [
              -82.11,
              35.32
            ],
            [
              -82.11,
              35.31
            ],
            [
              -82.1,
              35.3
            ],
            [
              -82.09,
              35.29
            ],
            [
              -82.1,
              35.29
            ],
            [
              -82.11,
              35.28
            ],
            [
              -82.12,
              35.28
            ],
            [
              -82.13,
              35.28
            ],
            [
              -82.14,
              35.27
            ],
            [
              -82.15,
              35.28
            ],
            [
              -82.15,
              35.29
            ],
            [
              -82.15,
              35.3
            ],
            [
              -82.15,
              35.31
            ],
            [
              -82.15,
              35.32
            ],
            [
              -82.15,
              35.33
            ],
            [
              -82.15,
              35.34
            ],
            [
              -82.15,
              35.35
            ],
            [
              -82.15,
              35.36
            ],
            [
              -82.14,
              35.36
            ],
            [
              -82.13,
              35.36
            ],
            [
              -82.12,
              35.36
            ],
            [
              -82.11,
              35.36
            ],
            [
              -82.1,
              35.36
            ],
            [
              -82.09,
              35.36
            ],
            [
              -82.08,
              35.36
            ],
            [
              -82.07,
              35.37
            ],
            [
              -82.06,
              35.37
            ],
            [
              -82.05,
              35.38
            ],
            [
              -82.04,
              35.38
            ],
            [
              -82.03,
              35.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1185,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "359084f937d678ca4b564d1712a857bf695c6cad8a5b77229aceffb27c24f777",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1185,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20fc084b0c3f1c2fda7c6fb22989202a69c45fb82bfd14e723ced80d44e2f825"
      },
      "receipt_sha256": "20fc084b0c3f1c2fda7c6fb22989202a69c45fb82bfd14e723ced80d44e2f825"
    },
    {
      "storm_id": "876364",
      "lat": 33.8178,
      "lon": -82.8067,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2786.0,
      "ebshear": 10.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": 1.3304
        },
        {
          "name": "tau",
          "value": 3.8221
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1176
      },
      "coherence_score": 3.8220651149749756,
      "coherence_diagnostics": {
        "tau": 3.8220651149749756,
        "grad_tau": 0.20213472843170166,
        "torsion": 0.0,
        "alignment": 1.3303639888763428,
        "S_field": 1.3089793920516968,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.205939292907715,
        "Da": 14.043122291564941,
        "E_coh": 0.9643734693527222,
        "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": [
          [
            [
              -82.83,
              33.85
            ],
            [
              -82.79,
              33.85
            ],
            [
              -82.77,
              33.84
            ],
            [
              -82.77,
              33.79
            ],
            [
              -82.78,
              33.78
            ],
            [
              -82.81,
              33.77
            ],
            [
              -82.84,
              33.79
            ],
            [
              -82.84,
              33.84
            ],
            [
              -82.83,
              33.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1176,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b002eccdd7e98f83da90c6eec49ef6f060977f35b471b84f11f83222372c0860",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1176,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1993075cd9adcbf4f887e405c2cc1b0bb907bb542acf671c2646ff2315b86c3"
      },
      "receipt_sha256": "d1993075cd9adcbf4f887e405c2cc1b0bb907bb542acf671c2646ff2315b86c3"
    },
    {
      "storm_id": "875744",
      "lat": 33.8178,
      "lon": -83.1322,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3166.0,
      "ebshear": 14.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.72,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": 1.3304
        },
        {
          "name": "tau",
          "value": 3.8221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1119
      },
      "coherence_score": 3.8220651149749756,
      "coherence_diagnostics": {
        "tau": 3.8220651149749756,
        "grad_tau": 0.20213472843170166,
        "torsion": 0.0,
        "alignment": 1.3303639888763428,
        "S_field": 1.3089793920516968,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.205939292907715,
        "Da": 14.043122291564941,
        "E_coh": 0.9643734693527222,
        "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": [
          [
            [
              -83.16,
              33.85
            ],
            [
              -83.1,
              33.85
            ],
            [
              -83.09,
              33.83
            ],
            [
              -83.09,
              33.79
            ],
            [
              -83.1,
              33.78
            ],
            [
              -83.15,
              33.78
            ],
            [
              -83.17,
              33.79
            ],
            [
              -83.17,
              33.84
            ],
            [
              -83.16,
              33.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1119,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e3aaafc5e4fd8c42b28e49f20e6826fc46ba416ed49fc5d3a036681dd0021067",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1119,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "259fdffec30934a11b64e07fa7166ae2b4472226dfcfa2e512c1f3c2e88f5c7b"
      },
      "receipt_sha256": "259fdffec30934a11b64e07fa7166ae2b4472226dfcfa2e512c1f3c2e88f5c7b"
    },
    {
      "storm_id": "876413",
      "lat": 40.3477,
      "lon": -80.5164,
      "motion_east": 5.5,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2169.0,
      "ebshear": 36.0,
      "srh01": 47.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6394
        },
        {
          "name": "alignment",
          "value": -0.0173
        },
        {
          "name": "tau",
          "value": 2.8309
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1103
      },
      "coherence_score": 2.830867290496826,
      "coherence_diagnostics": {
        "tau": 2.830867290496826,
        "grad_tau": 0.21116498112678528,
        "torsion": 0.0,
        "alignment": -0.017278432846069336,
        "S_field": 1.0632023811340332,
        "Gamma_field": 0.20675699412822723,
        "S_over_Gamma": 5.142280101776123,
        "Da": 12.502277374267578,
        "E_coh": 0.9141935110092163,
        "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": [
          [
            [
              -80.49,
              40.43
            ],
            [
              -80.44,
              40.43
            ],
            [
              -80.42,
              40.42
            ],
            [
              -80.43,
              40.36
            ],
            [
              -80.44,
              40.35
            ],
            [
              -80.48,
              40.34
            ],
            [
              -80.49,
              40.32
            ],
            [
              -80.51,
              40.31
            ],
            [
              -80.51,
              40.27
            ],
            [
              -80.52,
              40.26
            ],
            [
              -80.59,
              40.26
            ],
            [
              -80.61,
              40.29
            ],
            [
              -80.61,
              40.32
            ],
            [
              -80.62,
              40.34
            ],
            [
              -80.61,
              40.35
            ],
            [
              -80.55,
              40.35
            ],
            [
              -80.54,
              40.34
            ],
            [
              -80.51,
              40.34
            ],
            [
              -80.49,
              40.36
            ],
            [
              -80.49,
              40.37
            ],
            [
              -80.52,
              40.41
            ],
            [
              -80.49,
              40.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1103,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "dbad13013e74d447717769aa88e9fb7195907cf47f5bbfd151dbaae72a6b8865",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1103,
        "probability": 0.002272,
        "confidence_lo": 0.002239,
        "confidence_hi": 0.002272,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3fc566701f51c0d8603c568b43c1624aa82ea17d478fcf650636ed51394f3b22"
      },
      "receipt_sha256": "3fc566701f51c0d8603c568b43c1624aa82ea17d478fcf650636ed51394f3b22"
    },
    {
      "storm_id": "876299",
      "lat": 35.173,
      "lon": -81.7663,
      "motion_east": 9.9,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1556.0,
      "ebshear": 14.0,
      "srh01": 27.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1394
        },
        {
          "name": "alignment",
          "value": 3.1123
        },
        {
          "name": "tau",
          "value": 3.1617
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1062
      },
      "coherence_score": 3.1616570949554443,
      "coherence_diagnostics": {
        "tau": 3.1616570949554443,
        "grad_tau": 0.4819357395172119,
        "torsion": 0.0,
        "alignment": 3.112333297729492,
        "S_field": 0.6704356670379639,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 3.6059727668762207,
        "Da": 11.66114616394043,
        "E_coh": 0.7522085309028625,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.73,
              35.3
            ],
            [
              -81.72,
              35.29
            ],
            [
              -81.72,
              35.27
            ],
            [
              -81.68,
              35.23
            ],
            [
              -81.68,
              35.21
            ],
            [
              -81.64,
              35.17
            ],
            [
              -81.72,
              35.16
            ],
            [
              -81.74,
              35.14
            ],
            [
              -81.74,
              35.1
            ],
            [
              -81.75,
              35.1
            ],
            [
              -81.76,
              35.08
            ],
            [
              -81.78,
              35.08
            ],
            [
              -81.79,
              35.07
            ],
            [
              -81.81,
              35.07
            ],
            [
              -81.82,
              35.08
            ],
            [
              -81.84,
              35.07
            ],
            [
              -81.88,
              35.1
            ],
            [
              -81.88,
              35.15
            ],
            [
              -81.84,
              35.18
            ],
            [
              -81.82,
              35.18
            ],
            [
              -81.81,
              35.19
            ],
            [
              -81.77,
              35.19
            ],
            [
              -81.75,
              35.21
            ],
            [
              -81.75,
              35.22
            ],
            [
              -81.77,
              35.24
            ],
            [
              -81.77,
              35.29
            ],
            [
              -81.73,
              35.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1062,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "dd8476b0a7b03012c6711f02cca0b4fc72a9db9b5fce304acae3eab6d2bb546a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1062,
        "probability": 0.00226,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.002262,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09589d09b0eaaab62a3e25892c5379b23aec4b52506af09fdc73a9eea72aeafc"
      },
      "receipt_sha256": "09589d09b0eaaab62a3e25892c5379b23aec4b52506af09fdc73a9eea72aeafc"
    },
    {
      "storm_id": "876369",
      "lat": 29.3475,
      "lon": -96.0442,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2999.0,
      "ebshear": 11.0,
      "srh01": 46.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7644
        },
        {
          "name": "alignment",
          "value": -0.8141
        },
        {
          "name": "tau",
          "value": 1.5155
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1061
      },
      "coherence_score": 1.5155489444732666,
      "coherence_diagnostics": {
        "tau": 1.5155489444732666,
        "grad_tau": 0.5925965309143066,
        "torsion": 1.3006797860981578e-09,
        "alignment": -0.8141347169876099,
        "S_field": 0.19795742630958557,
        "Gamma_field": 0.3959236741065979,
        "S_over_Gamma": 0.499988853931427,
        "Da": 22.78167724609375,
        "E_coh": 0.8808162212371826,
        "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": [
          [
            [
              -96.08,
              29.4
            ],
            [
              -96.04,
              29.4
            ],
            [
              -96.0,
              29.37
            ],
            [
              -95.99,
              29.35
            ],
            [
              -95.99,
              29.32
            ],
            [
              -96.0,
              29.3
            ],
            [
              -96.03,
              29.3
            ],
            [
              -96.04,
              29.29
            ],
            [
              -96.08,
              29.31
            ],
            [
              -96.1,
              29.35
            ],
            [
              -96.1,
              29.38
            ],
            [
              -96.08,
              29.4
            ]
          ]
        ]
      },
      "raw_probability": 0.1061,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "cd67e764a4292154c6c55eec7bfc9e534555338880268056e759eb977bc4fb3b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1061,
        "probability": 0.00226,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.002262,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a078f085875a1a560b1735e01604e130bf5ff17bd337e57c904f16d9c06625b2"
      },
      "receipt_sha256": "a078f085875a1a560b1735e01604e130bf5ff17bd337e57c904f16d9c06625b2"
    },
    {
      "storm_id": "876762",
      "lat": 39.8752,
      "lon": -94.3676,
      "motion_east": 6.4,
      "motion_south": -2.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1830.0,
      "ebshear": 40.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2644
        },
        {
          "name": "alignment",
          "value": -4.1645
        },
        {
          "name": "tau",
          "value": 1.2813
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1041
      },
      "coherence_score": 1.281253695487976,
      "coherence_diagnostics": {
        "tau": 1.281253695487976,
        "grad_tau": 0.31362542510032654,
        "torsion": 0.0,
        "alignment": -4.164487361907959,
        "S_field": 0.29675182700157166,
        "Gamma_field": 0.36925703287124634,
        "S_over_Gamma": 0.8036457300186157,
        "Da": 22.450925827026367,
        "E_coh": 0.7612047791481018,
        "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": [
          [
            [
              -94.24,
              39.96
            ],
            [
              -94.21,
              39.95
            ],
            [
              -94.21,
              39.9
            ],
            [
              -94.2,
              39.89
            ],
            [
              -94.22,
              39.88
            ],
            [
              -94.24,
              39.88
            ],
            [
              -94.25,
              39.87
            ],
            [
              -94.34,
              39.87
            ],
            [
              -94.38,
              39.83
            ],
            [
              -94.4,
              39.83
            ],
            [
              -94.41,
              39.82
            ],
            [
              -94.45,
              39.82
            ],
            [
              -94.46,
              39.81
            ],
            [
              -94.52,
              39.8
            ],
            [
              -94.53,
              39.79
            ],
            [
              -94.55,
              39.81
            ],
            [
              -94.55,
              39.84
            ],
            [
              -94.52,
              39.87
            ],
            [
              -94.48,
              39.89
            ],
            [
              -94.44,
              39.89
            ],
            [
              -94.41,
              39.91
            ],
            [
              -94.36,
              39.91
            ],
            [
              -94.33,
              39.95
            ],
            [
              -94.25,
              39.95
            ],
            [
              -94.24,
              39.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1041,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "82de2c5318e8d19ac26e6379cc965f9c1dddc38069b22cd013ca362eb51b5623",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1041,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84897371df6178ae340fa1cec62cf925e181afb071c246e397dd3a3ff73c753b"
      },
      "receipt_sha256": "84897371df6178ae340fa1cec62cf925e181afb071c246e397dd3a3ff73c753b"
    },
    {
      "storm_id": "876110",
      "lat": 26.399,
      "lon": -96.0555,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2370.0,
      "ebshear": 20.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6394
        },
        {
          "name": "alignment",
          "value": 3.6977
        },
        {
          "name": "tau",
          "value": 0.7771
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1035
      },
      "coherence_score": 0.7771347165107727,
      "coherence_diagnostics": {
        "tau": 0.7771347165107727,
        "grad_tau": 0.7551702260971069,
        "torsion": 0.0,
        "alignment": 3.6977062225341797,
        "S_field": 0.37858957052230835,
        "Gamma_field": 0.5150903463363647,
        "S_over_Gamma": 0.7349964380264282,
        "Da": 33.25611877441406,
        "E_coh": 0.9200025200843811,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.09,
              26.49
            ],
            [
              -96.05,
              26.47
            ],
            [
              -96.02,
              26.47
            ],
            [
              -96.0,
              26.46
            ],
            [
              -95.96,
              26.42
            ],
            [
              -95.93,
              26.41
            ],
            [
              -95.91,
              26.39
            ],
            [
              -95.93,
              26.37
            ],
            [
              -95.95,
              26.33
            ],
            [
              -96.04,
              26.33
            ],
            [
              -96.06,
              26.34
            ],
            [
              -96.11,
              26.3
            ],
            [
              -96.15,
              26.3
            ],
            [
              -96.16,
              26.31
            ],
            [
              -96.16,
              26.36
            ],
            [
              -96.15,
              26.37
            ],
            [
              -96.14,
              26.44
            ],
            [
              -96.12,
              26.45
            ],
            [
              -96.09,
              26.48
            ],
            [
              -96.09,
              26.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1035,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c94fb00a9d789c646b13b1cdd6177b7ec8b629e5aa0d133872ef069f88343cff",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1035,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2320750e6a48eff24288223a11c338de456eabd446958cd08e8ba9e60d5a1fb"
      },
      "receipt_sha256": "d2320750e6a48eff24288223a11c338de456eabd446958cd08e8ba9e60d5a1fb"
    },
    {
      "storm_id": "876666",
      "lat": 30.2022,
      "lon": -95.7322,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3269.0,
      "ebshear": 3.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6394
        },
        {
          "name": "alignment",
          "value": -3.7398
        },
        {
          "name": "tau",
          "value": 1.7033
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1026
      },
      "coherence_score": 1.703272819519043,
      "coherence_diagnostics": {
        "tau": 1.703272819519043,
        "grad_tau": 0.6881827116012573,
        "torsion": 0.0,
        "alignment": -3.739795446395874,
        "S_field": 0.7301250100135803,
        "Gamma_field": 0.2292570024728775,
        "S_over_Gamma": 3.1847445964813232,
        "Da": 13.215749740600586,
        "E_coh": 0.8866126537322998,
        "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": [
          [
            [
              -95.72,
              30.25
            ],
            [
              -95.69,
              30.23
            ],
            [
              -95.69,
              30.16
            ],
            [
              -95.7,
              30.15
            ],
            [
              -95.76,
              30.15
            ],
            [
              -95.78,
              30.19
            ],
            [
              -95.77,
              30.2
            ],
            [
              -95.76,
              30.24
            ],
            [
              -95.72,
              30.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1026,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "32d749b7603d25597755c45a0a71f7a09dda194a38671865729371ed3dc7f7a1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1026,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f14325d009526c853c3e05fcf0b633d57e83f29c9740646fab09aa46fe786d88"
      },
      "receipt_sha256": "f14325d009526c853c3e05fcf0b633d57e83f29c9740646fab09aa46fe786d88"
    },
    {
      "storm_id": "876306",
      "lat": 33.885,
      "lon": -82.3433,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3111.0,
      "ebshear": 11.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7644
        },
        {
          "name": "alignment",
          "value": -0.6328
        },
        {
          "name": "tau",
          "value": 3.878
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1025
      },
      "coherence_score": 3.878037691116333,
      "coherence_diagnostics": {
        "tau": 3.878037691116333,
        "grad_tau": 0.19398343563079834,
        "torsion": 0.0,
        "alignment": -0.6328389644622803,
        "S_field": 0.9032570123672485,
        "Gamma_field": 0.23092366755008698,
        "S_over_Gamma": 3.911496162414551,
        "Da": 15.119543075561523,
        "E_coh": 0.9582934379577637,
        "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": [
          [
            [
              -82.34,
              33.95
            ],
            [
              -82.33,
              33.95
            ],
            [
              -82.29,
              33.9
            ],
            [
              -82.29,
              33.87
            ],
            [
              -82.32,
              33.84
            ],
            [
              -82.32,
              33.83
            ],
            [
              -82.37,
              33.83
            ],
            [
              -82.37,
              33.84
            ],
            [
              -82.39,
              33.86
            ],
            [
              -82.39,
              33.88
            ],
            [
              -82.37,
              33.92
            ],
            [
              -82.34,
              33.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1025,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "bb81d927ce10a05d5da082663bda1cf46fa22afaf0d266cdb5b9a6ef0489e0fd",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1025,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9fe16d207ac04884e51c3299b3701b41cb322bd85f19b58eb7d609fd6d43ce92"
      },
      "receipt_sha256": "9fe16d207ac04884e51c3299b3701b41cb322bd85f19b58eb7d609fd6d43ce92"
    },
    {
      "storm_id": "876377",
      "lat": 41.4476,
      "lon": -80.3541,
      "motion_east": 4.8,
      "motion_south": 1.9,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1833.0,
      "ebshear": 22.0,
      "srh01": 26.0,
      "maxllaz": 0.004,
      "mesh": 0.4,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2644
        },
        {
          "name": "alignment",
          "value": -2.7939
        },
        {
          "name": "tau",
          "value": 2.4213
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1018
      },
      "coherence_score": 2.421323299407959,
      "coherence_diagnostics": {
        "tau": 2.421323299407959,
        "grad_tau": 0.40294960141181946,
        "torsion": 0.0,
        "alignment": -2.7939443588256836,
        "S_field": 0.46559056639671326,
        "Gamma_field": 0.3709236979484558,
        "S_over_Gamma": 1.2552192211151123,
        "Da": 22.063888549804688,
        "E_coh": 0.6822221875190735,
        "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": [
          [
            [
              -80.43,
              41.51
            ],
            [
              -80.3,
              41.51
            ],
            [
              -80.29,
              41.5
            ],
            [
              -80.25,
              41.5
            ],
            [
              -80.22,
              41.46
            ],
            [
              -80.22,
              41.43
            ],
            [
              -80.23,
              41.41
            ],
            [
              -80.25,
              41.41
            ],
            [
              -80.26,
              41.4
            ],
            [
              -80.36,
              41.4
            ],
            [
              -80.37,
              41.39
            ],
            [
              -80.42,
              41.4
            ],
            [
              -80.44,
              41.42
            ],
            [
              -80.53,
              41.42
            ],
            [
              -80.53,
              41.47
            ],
            [
              -80.49,
              41.47
            ],
            [
              -80.43,
              41.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1018,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f49fdcbe8db9fb4ead3534b40a67aedf177472b10579de069902a71d9fa7a160",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1018,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa653834eafdbdb80b204f6a697fa52ef66cbacad4669469ad361e3b2c6ae2f3"
      },
      "receipt_sha256": "aa653834eafdbdb80b204f6a697fa52ef66cbacad4669469ad361e3b2c6ae2f3"
    },
    {
      "storm_id": "876609",
      "lat": 41.3017,
      "lon": -76.5333,
      "motion_east": 4.6,
      "motion_south": 1.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1266.0,
      "ebshear": 26.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2644
        },
        {
          "name": "alignment",
          "value": -3.7739
        },
        {
          "name": "tau",
          "value": 2.3754
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1013
      },
      "coherence_score": 2.375368595123291,
      "coherence_diagnostics": {
        "tau": 2.375368595123291,
        "grad_tau": 0.22558824717998505,
        "torsion": 0.0,
        "alignment": -3.7738728523254395,
        "S_field": 0.7810288667678833,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 4.200803756713867,
        "Da": 10.805986404418945,
        "E_coh": 0.8164819478988647,
        "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": [
          [
            [
              -76.58,
              41.34
            ],
            [
              -76.52,
              41.34
            ],
            [
              -76.5,
              41.33
            ],
            [
              -76.49,
              41.32
            ],
            [
              -76.49,
              41.29
            ],
            [
              -76.48,
              41.27
            ],
            [
              -76.5,
              41.26
            ],
            [
              -76.53,
              41.26
            ],
            [
              -76.54,
              41.27
            ],
            [
              -76.59,
              41.28
            ],
            [
              -76.6,
              41.32
            ],
            [
              -76.58,
              41.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1013,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "52137af2812287b386a9253f61665191c699c76cf99a43a37a20af482ec0dafa",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1013,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd294baae8519334a08a70f6875ea353bb00337911219aef0508ee2fb7e561fa"
      },
      "receipt_sha256": "dd294baae8519334a08a70f6875ea353bb00337911219aef0508ee2fb7e561fa"
    },
    {
      "storm_id": "876092",
      "lat": 40.3957,
      "lon": -79.9171,
      "motion_east": 6.2,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2271.0,
      "ebshear": 32.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6394
        },
        {
          "name": "alignment",
          "value": -0.0173
        },
        {
          "name": "tau",
          "value": 2.8309
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1011
      },
      "coherence_score": 2.830867290496826,
      "coherence_diagnostics": {
        "tau": 2.830867290496826,
        "grad_tau": 0.21116498112678528,
        "torsion": 0.0,
        "alignment": -0.017278432846069336,
        "S_field": 1.0632023811340332,
        "Gamma_field": 0.20675699412822723,
        "S_over_Gamma": 5.142280101776123,
        "Da": 12.502277374267578,
        "E_coh": 0.9141935110092163,
        "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": [
          [
            [
              -79.95,
              40.42
            ],
            [
              -79.88,
              40.42
            ],
            [
              -79.87,
              40.4
            ],
            [
              -79.9,
              40.36
            ],
            [
              -79.92,
              40.36
            ],
            [
              -79.95,
              40.39
            ],
            [
              -79.95,
              40.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1011,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ef3f3dab103c1bd2cc3bfdef4fb6d6fd84035ddd4bb77a3ac9ff2653a9460539",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1011,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c7ed9f18d5d93b2d86b4602c2c2691cf0b03c20a34eca417bcc0fc8e1b2354e"
      },
      "receipt_sha256": "1c7ed9f18d5d93b2d86b4602c2c2691cf0b03c20a34eca417bcc0fc8e1b2354e"
    },
    {
      "storm_id": "876615",
      "lat": 40.6443,
      "lon": -82.255,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2292.0,
      "ebshear": 25.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2644
        },
        {
          "name": "alignment",
          "value": 0.8994
        },
        {
          "name": "tau",
          "value": 2.794
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1001
      },
      "coherence_score": 2.7939963340759277,
      "coherence_diagnostics": {
        "tau": 2.7939963340759277,
        "grad_tau": 0.2446044683456421,
        "torsion": 0.0,
        "alignment": 0.8994045257568359,
        "S_field": 0.8462574481964111,
        "Gamma_field": 0.18925699591636658,
        "S_over_Gamma": 4.471472263336182,
        "Da": 11.266600608825684,
        "E_coh": 0.9669468998908997,
        "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": [
          [
            [
              -82.25,
              40.69
            ],
            [
              -82.21,
              40.68
            ],
            [
              -82.21,
              40.64
            ],
            [
              -82.2,
              40.63
            ],
            [
              -82.21,
              40.63
            ],
            [
              -82.23,
              40.61
            ],
            [
              -82.26,
              40.61
            ],
            [
              -82.28,
              40.6
            ],
            [
              -82.3,
              40.61
            ],
            [
              -82.3,
              40.64
            ],
            [
              -82.31,
              40.65
            ],
            [
              -82.29,
              40.67
            ],
            [
              -82.27,
              40.67
            ],
            [
              -82.25,
              40.69
            ]
          ]
        ]
      },
      "raw_probability": 0.1001,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2bbe8d3dc5244e323574980441bf0feac30a981b43bbe82495257c3d99842a3d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1001,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f0eb6463dfa88d1ea49648dd2eae6be5c4dbecd8af4716a8e45cdd8cc4ea82f"
      },
      "receipt_sha256": "6f0eb6463dfa88d1ea49648dd2eae6be5c4dbecd8af4716a8e45cdd8cc4ea82f"
    },
    {
      "storm_id": "876402",
      "lat": 41.8309,
      "lon": -77.57,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1574.0,
      "ebshear": 22.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7644
        },
        {
          "name": "alignment",
          "value": 0.4118
        },
        {
          "name": "tau",
          "value": 2.1521
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1
      },
      "coherence_score": 2.1521284580230713,
      "coherence_diagnostics": {
        "tau": 2.1521284580230713,
        "grad_tau": 0.3244783580303192,
        "torsion": 0.0,
        "alignment": 0.4118059277534485,
        "S_field": 0.751885175704956,
        "Gamma_field": 0.2200903296470642,
        "S_over_Gamma": 3.41625714302063,
        "Da": 13.178532600402832,
        "E_coh": 0.9168947339057922,
        "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": [
          [
            [
              -77.58,
              41.87
            ],
            [
              -77.54,
              41.87
            ],
            [
              -77.52,
              41.86
            ],
            [
              -77.53,
              41.84
            ],
            [
              -77.52,
              41.8
            ],
            [
              -77.55,
              41.78
            ],
            [
              -77.62,
              41.78
            ],
            [
              -77.63,
              41.79
            ],
            [
              -77.6,
              41.83
            ],
            [
              -77.6,
              41.85
            ],
            [
              -77.58,
              41.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "45d2b662d9d490ae9b932759c910b26b9a874065de620f4ac0a3a23a65e40b8c",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.1,
        "probability": 0.001643,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001643,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0413eee8626bbe88f9ba876577456a21d1652bf2b168a8fada633fdf0c71faf8"
      },
      "receipt_sha256": "0413eee8626bbe88f9ba876577456a21d1652bf2b168a8fada633fdf0c71faf8"
    },
    {
      "storm_id": "876742",
      "lat": 33.618,
      "lon": -83.02,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3516.0,
      "ebshear": 13.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6394
        },
        {
          "name": "alignment",
          "value": 2.6333
        },
        {
          "name": "tau",
          "value": 3.7956
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0984
      },
      "coherence_score": 3.795607566833496,
      "coherence_diagnostics": {
        "tau": 3.795607566833496,
        "grad_tau": 0.2352321296930313,
        "torsion": 0.0,
        "alignment": 2.6333067417144775,
        "S_field": 0.8855169415473938,
        "Gamma_field": 0.2575903534889221,
        "S_over_Gamma": 3.437694549560547,
        "Da": 17.322023391723633,
        "E_coh": 0.9644168019294739,
        "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": [
          [
            [
              -83.05,
              33.66
            ],
            [
              -83.03,
              33.66
            ],
            [
              -83.0,
              33.64
            ],
            [
              -82.98,
              33.64
            ],
            [
              -83.01,
              33.61
            ],
            [
              -83.02,
              33.59
            ],
            [
              -83.01,
              33.58
            ],
            [
              -83.02,
              33.57
            ],
            [
              -83.03,
              33.57
            ],
            [
              -83.05,
              33.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0984,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2b2d262f7fd0577765bb702aafaeb9aa06344f60c4d7bd2ec09358b144dcb063",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0984,
        "probability": 0.001639,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001639,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15d0810e1d275ab52cbb38382a34c4b077a200b33e12550e10b217ab30059573"
      },
      "receipt_sha256": "15d0810e1d275ab52cbb38382a34c4b077a200b33e12550e10b217ab30059573"
    },
    {
      "storm_id": "876676",
      "lat": 41.8745,
      "lon": -79.2918,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1888.0,
      "ebshear": 22.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8894
        },
        {
          "name": "alignment",
          "value": -1.9658
        },
        {
          "name": "tau",
          "value": 2.0456
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0983
      },
      "coherence_score": 2.045583724975586,
      "coherence_diagnostics": {
        "tau": 2.045583724975586,
        "grad_tau": 0.3992547392845154,
        "torsion": 0.0,
        "alignment": -1.9657870531082153,
        "S_field": 0.3905182480812073,
        "Gamma_field": 0.2709236741065979,
        "S_over_Gamma": 1.4414327144622803,
        "Da": 15.96159553527832,
        "E_coh": 0.7175301909446716,
        "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": [
          [
            [
              -79.32,
              41.91
            ],
            [
              -79.26,
              41.91
            ],
            [
              -79.25,
              41.9
            ],
            [
              -79.25,
              41.86
            ],
            [
              -79.23,
              41.84
            ],
            [
              -79.25,
              41.83
            ],
            [
              -79.34,
              41.83
            ],
            [
              -79.34,
              41.85
            ],
            [
              -79.32,
              41.88
            ],
            [
              -79.33,
              41.9
            ],
            [
              -79.32,
              41.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0983,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d095f53ca16275d0d523f8c40e694ab400fb5cdd4f76e3fb663c1824f8f1cce0",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0983,
        "probability": 0.001639,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001639,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2ebff45d5263f6799f1e64b2c3c449feaf129398820f6543eec256efca0fd01"
      },
      "receipt_sha256": "a2ebff45d5263f6799f1e64b2c3c449feaf129398820f6543eec256efca0fd01"
    },
    {
      "storm_id": "876185",
      "lat": 41.2523,
      "lon": -80.6791,
      "motion_east": 3.8,
      "motion_south": 4.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2102.0,
      "ebshear": 17.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.52,
      "flash_rate": 34.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2644
        },
        {
          "name": "alignment",
          "value": -2.7939
        },
        {
          "name": "tau",
          "value": 2.4213
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0975
      },
      "coherence_score": 2.421323299407959,
      "coherence_diagnostics": {
        "tau": 2.421323299407959,
        "grad_tau": 0.40294960141181946,
        "torsion": 0.0,
        "alignment": -2.7939443588256836,
        "S_field": 0.46559056639671326,
        "Gamma_field": 0.3709236979484558,
        "S_over_Gamma": 1.2552192211151123,
        "Da": 22.063888549804688,
        "E_coh": 0.6822221875190735,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.8,
              41.33
            ],
            [
              -80.71,
              41.32
            ],
            [
              -80.66,
              41.29
            ],
            [
              -80.52,
              41.29
            ],
            [
              -80.48,
              41.27
            ],
            [
              -80.48,
              41.24
            ],
            [
              -80.49,
              41.22
            ],
            [
              -80.52,
              41.22
            ],
            [
              -80.53,
              41.21
            ],
            [
              -80.59,
              41.21
            ],
            [
              -80.6,
              41.2
            ],
            [
              -80.65,
              41.2
            ],
            [
              -80.66,
              41.21
            ],
            [
              -80.74,
              41.21
            ],
            [
              -80.75,
              41.2
            ],
            [
              -80.79,
              41.2
            ],
            [
              -80.83,
              41.22
            ],
            [
              -80.85,
              41.24
            ],
            [
              -80.85,
              41.3
            ],
            [
              -80.83,
              41.32
            ],
            [
              -80.81,
              41.32
            ],
            [
              -80.8,
              41.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0975,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6a543c9f51429c65a023db400156b6c960211193a2e1cc8761b356c8a94a2a9b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0975,
        "probability": 0.001639,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001639,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59d522fc46b113ce76b1d52165cb8a3013f512fb3c5bd5c24f799567283c40b8"
      },
      "receipt_sha256": "59d522fc46b113ce76b1d52165cb8a3013f512fb3c5bd5c24f799567283c40b8"
    },
    {
      "storm_id": "876706",
      "lat": 29.5494,
      "lon": -86.6969,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4293.0,
      "ebshear": 4.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1394
        },
        {
          "name": "alignment",
          "value": -2.9342
        },
        {
          "name": "tau",
          "value": 4.4034
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0975
      },
      "coherence_score": 4.403398036956787,
      "coherence_diagnostics": {
        "tau": 4.403398036956787,
        "grad_tau": 0.13793101906776428,
        "torsion": 0.0,
        "alignment": -2.934211254119873,
        "S_field": 0.8514461517333984,
        "Gamma_field": 0.27009034156799316,
        "S_over_Gamma": 3.152449369430542,
        "Da": 16.53547477722168,
        "E_coh": 0.9502578973770142,
        "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": [
          [
            [
              -86.72,
              29.63
            ],
            [
              -86.7,
              29.63
            ],
            [
              -86.69,
              29.62
            ],
            [
              -86.64,
              29.62
            ],
            [
              -86.67,
              29.56
            ],
            [
              -86.65,
              29.54
            ],
            [
              -86.65,
              29.49
            ],
            [
              -86.66,
              29.48
            ],
            [
              -86.66,
              29.46
            ],
            [
              -86.71,
              29.46
            ],
            [
              -86.72,
              29.47
            ],
            [
              -86.74,
              29.47
            ],
            [
              -86.75,
              29.55
            ],
            [
              -86.74,
              29.56
            ],
            [
              -86.73,
              29.62
            ],
            [
              -86.72,
              29.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0975,
      "confidence_lo": 0.0014,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6a543c9f51429c65a023db400156b6c960211193a2e1cc8761b356c8a94a2a9b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0975,
        "probability": 0.001639,
        "confidence_lo": 0.001404,
        "confidence_hi": 0.001639,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59d522fc46b113ce76b1d52165cb8a3013f512fb3c5bd5c24f799567283c40b8"
      },
      "receipt_sha256": "59d522fc46b113ce76b1d52165cb8a3013f512fb3c5bd5c24f799567283c40b8"
    },
    {
      "storm_id": "874887",
      "lat": 25.9731,
      "lon": -96.1406,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3443.0,
      "ebshear": 17.0,
      "srh01": 67.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6394
        },
        {
          "name": "alignment",
          "value": 3.6977
        },
        {
          "name": "tau",
          "value": 0.7771
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0948
      },
      "coherence_score": 0.7771347165107727,
      "coherence_diagnostics": {
        "tau": 0.7771347165107727,
        "grad_tau": 0.7551702260971069,
        "torsion": 0.0,
        "alignment": 3.6977062225341797,
        "S_field": 0.37858957052230835,
        "Gamma_field": 0.5150903463363647,
        "S_over_Gamma": 0.7349964380264282,
        "Da": 33.25611877441406,
        "E_coh": 0.9200025200843811,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.19,
              26.08
            ],
            [
              -96.17,
              26.08
            ],
            [
              -96.12,
              26.03
            ],
            [
              -96.09,
              25.95
            ],
            [
              -96.06,
              25.92
            ],
            [
              -96.06,
              25.89
            ],
            [
              -96.08,
              25.86
            ],
            [
              -96.12,
              25.86
            ],
            [
              -96.13,
              25.87
            ],
            [
              -96.13,
              25.95
            ],
            [
              -96.15,
              25.97
            ],
            [
              -96.17,
              25.97
            ],
            [
              -96.17,
              25.98
            ],
            [
              -96.21,
              26.02
            ],
            [
              -96.21,
              26.06
            ],
            [
              -96.19,
              26.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0948,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "86837042db9f1e90e00c85130a61ade29ff7ae5d0bd3991443f18b1a7f83b4d7",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0948,
        "probability": 0.001604,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001605,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5df2ad71139803d9091a475f44180f40e752903147f5c392f4f808de0c06bb5"
      },
      "receipt_sha256": "e5df2ad71139803d9091a475f44180f40e752903147f5c392f4f808de0c06bb5"
    },
    {
      "storm_id": "876759",
      "lat": 41.2409,
      "lon": -80.22,
      "motion_east": 4.6,
      "motion_south": 1.4,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1945.0,
      "ebshear": 21.0,
      "srh01": 20.0,
      "maxllaz": 0.007,
      "mesh": 0.31,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2644
        },
        {
          "name": "alignment",
          "value": -2.7939
        },
        {
          "name": "tau",
          "value": 2.4213
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0948
      },
      "coherence_score": 2.421323299407959,
      "coherence_diagnostics": {
        "tau": 2.421323299407959,
        "grad_tau": 0.40294960141181946,
        "torsion": 0.0,
        "alignment": -2.7939443588256836,
        "S_field": 0.46559056639671326,
        "Gamma_field": 0.3709236979484558,
        "S_over_Gamma": 1.2552192211151123,
        "Da": 22.063888549804688,
        "E_coh": 0.6822221875190735,
        "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": [
          [
            [
              -80.26,
              41.28
            ],
            [
              -80.19,
              41.28
            ],
            [
              -80.17,
              41.27
            ],
            [
              -80.16,
              41.23
            ],
            [
              -80.18,
              41.21
            ],
            [
              -80.2,
              41.21
            ],
            [
              -80.21,
              41.2
            ],
            [
              -80.25,
              41.2
            ],
            [
              -80.27,
              41.22
            ],
            [
              -80.27,
              41.27
            ],
            [
              -80.26,
              41.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0948,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "86837042db9f1e90e00c85130a61ade29ff7ae5d0bd3991443f18b1a7f83b4d7",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0948,
        "probability": 0.001604,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001605,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5df2ad71139803d9091a475f44180f40e752903147f5c392f4f808de0c06bb5"
      },
      "receipt_sha256": "e5df2ad71139803d9091a475f44180f40e752903147f5c392f4f808de0c06bb5"
    },
    {
      "storm_id": "876261",
      "lat": 35.006,
      "lon": -83.58,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1470.0,
      "ebshear": 6.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8894
        },
        {
          "name": "alignment",
          "value": 2.3319
        },
        {
          "name": "tau",
          "value": 3.4856
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0946
      },
      "coherence_score": 3.4856209754943848,
      "coherence_diagnostics": {
        "tau": 3.4856209754943848,
        "grad_tau": 0.5375081300735474,
        "torsion": 0.0,
        "alignment": 2.331859588623047,
        "S_field": 1.1106706857681274,
        "Gamma_field": 0.23092366755008698,
        "S_over_Gamma": 4.809687614440918,
        "Da": 14.40645694732666,
        "E_coh": 0.8949999809265137,
        "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": [
          [
            [
              -83.6,
              35.04
            ],
            [
              -83.56,
              35.04
            ],
            [
              -83.56,
              35.01
            ],
            [
              -83.55,
              35.0
            ],
            [
              -83.55,
              34.98
            ],
            [
              -83.56,
              34.97
            ],
            [
              -83.6,
              34.97
            ],
            [
              -83.61,
              34.98
            ],
            [
              -83.61,
              35.03
            ],
            [
              -83.6,
              35.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0946,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "499f2807cee72b11959f1e96e16b414bba110d2470482edf0e5663b91e9952c2",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0946,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42d8dfbb42a366aa90c6d7400b4eccf796b76783f02768b8808cd07d7babdd1d"
      },
      "receipt_sha256": "42d8dfbb42a366aa90c6d7400b4eccf796b76783f02768b8808cd07d7babdd1d"
    },
    {
      "storm_id": "876778",
      "lat": 29.7033,
      "lon": -96.6011,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3385.0,
      "ebshear": 6.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7644
        },
        {
          "name": "alignment",
          "value": -0.8141
        },
        {
          "name": "tau",
          "value": 1.5155
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0946
      },
      "coherence_score": 1.5155489444732666,
      "coherence_diagnostics": {
        "tau": 1.5155489444732666,
        "grad_tau": 0.5925965309143066,
        "torsion": 1.3006797860981578e-09,
        "alignment": -0.8141347169876099,
        "S_field": 0.19795742630958557,
        "Gamma_field": 0.3959236741065979,
        "S_over_Gamma": 0.499988853931427,
        "Da": 22.78167724609375,
        "E_coh": 0.8808162212371826,
        "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": [
          [
            [
              -96.59,
              29.73
            ],
            [
              -96.57,
              29.73
            ],
            [
              -96.56,
              29.72
            ],
            [
              -96.59,
              29.66
            ],
            [
              -96.63,
              29.66
            ],
            [
              -96.64,
              29.67
            ],
            [
              -96.64,
              29.71
            ],
            [
              -96.6,
              29.72
            ],
            [
              -96.59,
              29.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0946,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "499f2807cee72b11959f1e96e16b414bba110d2470482edf0e5663b91e9952c2",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0946,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42d8dfbb42a366aa90c6d7400b4eccf796b76783f02768b8808cd07d7babdd1d"
      },
      "receipt_sha256": "42d8dfbb42a366aa90c6d7400b4eccf796b76783f02768b8808cd07d7babdd1d"
    },
    {
      "storm_id": "876738",
      "lat": 34.391,
      "lon": -88.308,
      "motion_east": 4.7,
      "motion_south": 0.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2898.0,
      "ebshear": 24.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0144
        },
        {
          "name": "alignment",
          "value": 4.9442
        },
        {
          "name": "tau",
          "value": 2.6832
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0945
      },
      "coherence_score": 2.6831917762756348,
      "coherence_diagnostics": {
        "tau": 2.6831917762756348,
        "grad_tau": 0.47804197669029236,
        "torsion": 0.0,
        "alignment": 4.944234371185303,
        "S_field": 0.9472227692604065,
        "Gamma_field": 0.3359236717224121,
        "S_over_Gamma": 2.819756031036377,
        "Da": 20.797460556030273,
        "E_coh": 0.8906750679016113,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.32,
              34.43
            ],
            [
              -88.28,
              34.43
            ],
            [
              -88.26,
              34.41
            ],
            [
              -88.26,
              34.36
            ],
            [
              -88.29,
              34.34
            ],
            [
              -88.32,
              34.34
            ],
            [
              -88.34,
              34.36
            ],
            [
              -88.34,
              34.4
            ],
            [
              -88.35,
              34.41
            ],
            [
              -88.32,
              34.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0945,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b5f5736688ffc74178c78d82331538d6cfaf24dbe8fea82d65714102d9cf2f43",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0945,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c06f4f6a194b5bc65846c05cb3abdadbcc224bdcb36eb94bbca187c513230b9"
      },
      "receipt_sha256": "1c06f4f6a194b5bc65846c05cb3abdadbcc224bdcb36eb94bbca187c513230b9"
    },
    {
      "storm_id": "876775",
      "lat": 31.2186,
      "lon": -86.7506,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3217.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2644
        },
        {
          "name": "alignment",
          "value": -1.8295
        },
        {
          "name": "tau",
          "value": 4.0289
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0944
      },
      "coherence_score": 4.02890682220459,
      "coherence_diagnostics": {
        "tau": 4.02890682220459,
        "grad_tau": 0.31699615716934204,
        "torsion": 0.0,
        "alignment": -1.8295427560806274,
        "S_field": 0.9846588969230652,
        "Gamma_field": 0.2409236580133438,
        "S_over_Gamma": 4.0870161056518555,
        "Da": 15.056059837341309,
        "E_coh": 0.9625356197357178,
        "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": [
          [
            [
              -86.76,
              31.27
            ],
            [
              -86.75,
              31.27
            ],
            [
              -86.76,
              31.26
            ],
            [
              -86.76,
              31.25
            ],
            [
              -86.75,
              31.24
            ],
            [
              -86.75,
              31.23
            ],
            [
              -86.74,
              31.22
            ],
            [
              -86.73,
              31.22
            ],
            [
              -86.72,
              31.22
            ],
            [
              -86.71,
              31.22
            ],
            [
              -86.7,
              31.21
            ],
            [
              -86.69,
              31.22
            ],
            [
              -86.69,
              31.21
            ],
            [
              -86.69,
              31.2
            ],
            [
              -86.7,
              31.21
            ],
            [
              -86.71,
              31.2
            ],
            [
              -86.72,
              31.2
            ],
            [
              -86.73,
              31.2
            ],
            [
              -86.74,
              31.2
            ],
            [
              -86.75,
              31.2
            ],
            [
              -86.76,
              31.19
            ],
            [
              -86.77,
              31.19
            ],
            [
              -86.78,
              31.19
            ],
            [
              -86.79,
              31.18
            ],
            [
              -86.8,
              31.19
            ],
            [
              -86.81,
              31.19
            ],
            [
              -86.81,
              31.2
            ],
            [
              -86.8,
              31.2
            ],
            [
              -86.79,
              31.21
            ],
            [
              -86.78,
              31.21
            ],
            [
              -86.77,
              31.22
            ],
            [
              -86.77,
              31.23
            ],
            [
              -86.76,
              31.24
            ],
            [
              -86.76,
              31.25
            ],
            [
              -86.76,
              31.26
            ],
            [
              -86.76,
              31.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0944,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5025fb9d7b3e8a6bcd40d222518acf2df28c86c708d8fac6cd185abdc2318d03",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0944,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3743aaf7c6f8053bee5cae2ddb3858501167f2bd1efcf483ed8307063d7077e2"
      },
      "receipt_sha256": "3743aaf7c6f8053bee5cae2ddb3858501167f2bd1efcf483ed8307063d7077e2"
    },
    {
      "storm_id": "876328",
      "lat": 40.2613,
      "lon": -82.8556,
      "motion_east": 6.9,
      "motion_south": 5.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2362.0,
      "ebshear": 24.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5144
        },
        {
          "name": "alignment",
          "value": 2.4302
        },
        {
          "name": "tau",
          "value": 2.6284
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0943
      },
      "coherence_score": 2.628425121307373,
      "coherence_diagnostics": {
        "tau": 2.628425121307373,
        "grad_tau": 0.30420541763305664,
        "torsion": 0.0,
        "alignment": 2.4301698207855225,
        "S_field": 0.8497782945632935,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 4.393352508544922,
        "Da": 11.536166191101074,
        "E_coh": 0.9369865655899048,
        "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": [
          [
            [
              -82.89,
              40.34
            ],
            [
              -82.86,
              40.34
            ],
            [
              -82.82,
              40.32
            ],
            [
              -82.82,
              40.31
            ],
            [
              -82.77,
              40.26
            ],
            [
              -82.77,
              40.21
            ],
            [
              -82.78,
              40.2
            ],
            [
              -82.82,
              40.2
            ],
            [
              -82.83,
              40.19
            ],
            [
              -82.84,
              40.2
            ],
            [
              -82.88,
              40.2
            ],
            [
              -82.93,
              40.23
            ],
            [
              -82.93,
              40.26
            ],
            [
              -82.94,
              40.27
            ],
            [
              -82.92,
              40.31
            ],
            [
              -82.89,
              40.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0943,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ceabe5ab605c38c70ecf51e012f22476647a2576266558ab1f933a3f0e3a4394",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0943,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4aa20aae1a13817cf79e41baa9db04c2f333744b4af215643cec7ab87bf2e6e"
      },
      "receipt_sha256": "d4aa20aae1a13817cf79e41baa9db04c2f333744b4af215643cec7ab87bf2e6e"
    },
    {
      "storm_id": "876765",
      "lat": 34.9724,
      "lon": -81.9657,
      "motion_east": 8.6,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1677.0,
      "ebshear": 10.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8894
        },
        {
          "name": "alignment",
          "value": 1.0162
        },
        {
          "name": "tau",
          "value": 3.6667
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0938
      },
      "coherence_score": 3.6667349338531494,
      "coherence_diagnostics": {
        "tau": 3.6667349338531494,
        "grad_tau": 0.37142449617385864,
        "torsion": 0.0,
        "alignment": 1.0162434577941895,
        "S_field": 1.2253868579864502,
        "Gamma_field": 0.2125903218984604,
        "S_over_Gamma": 5.764076232910156,
        "Da": 13.881866455078125,
        "E_coh": 0.9762526154518127,
        "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": [
          [
            [
              -81.92,
              35.06
            ],
            [
              -81.89,
              35.06
            ],
            [
              -81.87,
              35.0
            ],
            [
              -81.89,
              34.98
            ],
            [
              -81.91,
              34.99
            ],
            [
              -81.94,
              34.98
            ],
            [
              -81.96,
              34.96
            ],
            [
              -81.95,
              34.94
            ],
            [
              -81.95,
              34.92
            ],
            [
              -81.96,
              34.91
            ],
            [
              -81.98,
              34.9
            ],
            [
              -82.03,
              34.9
            ],
            [
              -82.05,
              34.92
            ],
            [
              -82.11,
              34.92
            ],
            [
              -82.05,
              34.93
            ],
            [
              -82.01,
              34.97
            ],
            [
              -82.03,
              34.98
            ],
            [
              -81.98,
              34.98
            ],
            [
              -81.94,
              35.02
            ],
            [
              -81.94,
              35.04
            ],
            [
              -81.92,
              35.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0938,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0938,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08bc7019166344740fdd9baa5ef291196165351ca79690884a476508f3ab7dfc"
      },
      "receipt_sha256": "08bc7019166344740fdd9baa5ef291196165351ca79690884a476508f3ab7dfc"
    },
    {
      "storm_id": "875767",
      "lat": 34.368,
      "lon": -84.188,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2372.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0144
        },
        {
          "name": "alignment",
          "value": -2.1949
        },
        {
          "name": "tau",
          "value": 3.2976
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0912
      },
      "coherence_score": 3.297595500946045,
      "coherence_diagnostics": {
        "tau": 3.297595500946045,
        "grad_tau": 0.570229709148407,
        "torsion": 0.0,
        "alignment": -2.1948838233947754,
        "S_field": 0.9878096580505371,
        "Gamma_field": 0.2267570048570633,
        "S_over_Gamma": 4.356247425079346,
        "Da": 14.089324951171875,
        "E_coh": 0.936377763748169,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.17,
              34.41
            ],
            [
              -84.14,
              34.38
            ],
            [
              -84.15,
              34.34
            ],
            [
              -84.17,
              34.32
            ],
            [
              -84.22,
              34.32
            ],
            [
              -84.23,
              34.33
            ],
            [
              -84.23,
              34.37
            ],
            [
              -84.21,
              34.4
            ],
            [
              -84.19,
              34.4
            ],
            [
              -84.17,
              34.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0912,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "1ae654140ae35bf8f0f5fc2f0624290de3918ae9c7717a2a9a69d80505bcb8f3",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0912,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c72e808975e0c8898033e2b8b78feb36a9272e8018b10c1cad092eb791a7d63"
      },
      "receipt_sha256": "1c72e808975e0c8898033e2b8b78feb36a9272e8018b10c1cad092eb791a7d63"
    },
    {
      "storm_id": "876553",
      "lat": 34.4773,
      "lon": -88.0236,
      "motion_east": 4.6,
      "motion_south": 0.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2850.0,
      "ebshear": 25.0,
      "srh01": 35.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0144
        },
        {
          "name": "alignment",
          "value": 4.9442
        },
        {
          "name": "tau",
          "value": 2.6832
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0906
      },
      "coherence_score": 2.6831917762756348,
      "coherence_diagnostics": {
        "tau": 2.6831917762756348,
        "grad_tau": 0.47804197669029236,
        "torsion": 0.0,
        "alignment": 4.944234371185303,
        "S_field": 0.9472227692604065,
        "Gamma_field": 0.3359236717224121,
        "S_over_Gamma": 2.819756031036377,
        "Da": 20.797460556030273,
        "E_coh": 0.8906750679016113,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.03,
              34.52
            ],
            [
              -87.99,
              34.52
            ],
            [
              -87.95,
              34.49
            ],
            [
              -87.95,
              34.47
            ],
            [
              -87.99,
              34.43
            ],
            [
              -88.07,
              34.43
            ],
            [
              -88.08,
              34.44
            ],
            [
              -88.07,
              34.45
            ],
            [
              -88.07,
              34.47
            ],
            [
              -88.03,
              34.51
            ],
            [
              -88.03,
              34.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0906,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2cdc328a954d869b3cb2ac1669a474a76c6816e3c77534076ca5c490afd76007",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0906,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5a5fa83e343664f280c6892d3104f26514e5cd9fedb06f6240cc5d92153ea870"
      },
      "receipt_sha256": "5a5fa83e343664f280c6892d3104f26514e5cd9fedb06f6240cc5d92153ea870"
    },
    {
      "storm_id": "875325",
      "lat": 30.0335,
      "lon": -95.6747,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3508.0,
      "ebshear": 5.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5144
        },
        {
          "name": "alignment",
          "value": -1.9522
        },
        {
          "name": "tau",
          "value": 2.1034
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0905
      },
      "coherence_score": 2.1034066677093506,
      "coherence_diagnostics": {
        "tau": 2.1034066677093506,
        "grad_tau": 0.6275554895401001,
        "torsion": 0.0,
        "alignment": -1.9521675109863281,
        "S_field": 0.7349148988723755,
        "Gamma_field": 0.2692570090293884,
        "S_over_Gamma": 2.7294178009033203,
        "Da": 15.300678253173828,
        "E_coh": 0.938277006149292,
        "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": [
          [
            [
              -95.69,
              30.11
            ],
            [
              -95.65,
              30.11
            ],
            [
              -95.63,
              30.09
            ],
            [
              -95.63,
              30.05
            ],
            [
              -95.64,
              30.03
            ],
            [
              -95.62,
              30.0
            ],
            [
              -95.62,
              29.95
            ],
            [
              -95.64,
              29.93
            ],
            [
              -95.69,
              29.93
            ],
            [
              -95.71,
              29.96
            ],
            [
              -95.71,
              30.01
            ],
            [
              -95.72,
              30.02
            ],
            [
              -95.72,
              30.04
            ],
            [
              -95.71,
              30.05
            ],
            [
              -95.71,
              30.08
            ],
            [
              -95.69,
              30.1
            ],
            [
              -95.69,
              30.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0905,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "477a4c2f24f78a1916f8038e4c1b13a2962beb30647be0ecb83a3bd0131dad1e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0905,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87c284ecbd11d95a6b8003bc884dd185791c1a7d797a528fb43d78a4ffa5539b"
      },
      "receipt_sha256": "87c284ecbd11d95a6b8003bc884dd185791c1a7d797a528fb43d78a4ffa5539b"
    },
    {
      "storm_id": "876754",
      "lat": 25.5831,
      "lon": -81.2954,
      "motion_east": 5.5,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4870.0,
      "ebshear": 14.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": -0.2069
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0893
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.5013961791992188,
        "torsion": 0.0,
        "alignment": -0.20693588256835938,
        "S_field": 1.3212265968322754,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 6.715016841888428,
        "Da": 11.049367904663086,
        "E_coh": 0.9837965965270996,
        "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": [
          [
            [
              -81.31,
              25.62
            ],
            [
              -81.26,
              25.62
            ],
            [
              -81.28,
              25.61
            ],
            [
              -81.28,
              25.6
            ],
            [
              -81.26,
              25.59
            ],
            [
              -81.26,
              25.56
            ],
            [
              -81.27,
              25.56
            ],
            [
              -81.29,
              25.54
            ],
            [
              -81.34,
              25.54
            ],
            [
              -81.33,
              25.55
            ],
            [
              -81.34,
              25.57
            ],
            [
              -81.31,
              25.6
            ],
            [
              -81.31,
              25.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0893,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5aebbd41ec0ffb8d74014dd825a3eb9627cabb3f0e233080f27a0a77df983402",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0893,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5928b390b97ba2a2ec0ead72f68ff76754e8afc1cba355f13b8f1791ce80008a"
      },
      "receipt_sha256": "5928b390b97ba2a2ec0ead72f68ff76754e8afc1cba355f13b8f1791ce80008a"
    },
    {
      "storm_id": "875855",
      "lat": 36.197,
      "lon": -78.637,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1303.0,
      "ebshear": 20.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2644
        },
        {
          "name": "alignment",
          "value": -2.3548
        },
        {
          "name": "tau",
          "value": 2.6021
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0882
      },
      "coherence_score": 2.6020634174346924,
      "coherence_diagnostics": {
        "tau": 2.6020634174346924,
        "grad_tau": 0.27048707008361816,
        "torsion": 0.0,
        "alignment": -2.3548219203948975,
        "S_field": 0.4462905526161194,
        "Gamma_field": 0.3167570233345032,
        "S_over_Gamma": 1.408936619758606,
        "Da": 18.922163009643555,
        "E_coh": 0.8229755759239197,
        "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": [
          [
            [
              -78.65,
              36.23
            ],
            [
              -78.62,
              36.23
            ],
            [
              -78.6,
              36.22
            ],
            [
              -78.6,
              36.17
            ],
            [
              -78.62,
              36.15
            ],
            [
              -78.64,
              36.15
            ],
            [
              -78.67,
              36.17
            ],
            [
              -78.67,
              36.2
            ],
            [
              -78.65,
              36.22
            ],
            [
              -78.65,
              36.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0882,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8df9ae053f670df778acc71a84aa20d3f55773249bcf316e9eaec6210927611c",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0882,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9597c5b9b6045d8113bfca56ca14ba4668c9f2a745b050681b6f75ff3209b742"
      },
      "receipt_sha256": "9597c5b9b6045d8113bfca56ca14ba4668c9f2a745b050681b6f75ff3209b742"
    },
    {
      "storm_id": "876767",
      "lat": 34.7811,
      "lon": -82.205,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1906.0,
      "ebshear": 7.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8894
        },
        {
          "name": "alignment",
          "value": 1.0162
        },
        {
          "name": "tau",
          "value": 3.6667
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0878
      },
      "coherence_score": 3.6667349338531494,
      "coherence_diagnostics": {
        "tau": 3.6667349338531494,
        "grad_tau": 0.37142449617385864,
        "torsion": 0.0,
        "alignment": 1.0162434577941895,
        "S_field": 1.2253868579864502,
        "Gamma_field": 0.2125903218984604,
        "S_over_Gamma": 5.764076232910156,
        "Da": 13.881866455078125,
        "E_coh": 0.9762526154518127,
        "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": [
          [
            [
              -82.27,
              34.84
            ],
            [
              -82.22,
              34.84
            ],
            [
              -82.21,
              34.83
            ],
            [
              -82.15,
              34.82
            ],
            [
              -82.14,
              34.81
            ],
            [
              -82.15,
              34.8
            ],
            [
              -82.15,
              34.78
            ],
            [
              -82.13,
              34.74
            ],
            [
              -82.15,
              34.72
            ],
            [
              -82.17,
              34.72
            ],
            [
              -82.18,
              34.73
            ],
            [
              -82.23,
              34.73
            ],
            [
              -82.24,
              34.75
            ],
            [
              -82.26,
              34.76
            ],
            [
              -82.26,
              34.77
            ],
            [
              -82.24,
              34.78
            ],
            [
              -82.27,
              34.8
            ],
            [
              -82.27,
              34.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0878,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d06c550beb7372b6f1f18868c15dee530f0b24a5c8631bacd33b335993f24adc",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0878,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a06c66ae48b23ac420581982bdec44433d0540bbea6eabfcc67ffd49716dd1f3"
      },
      "receipt_sha256": "a06c66ae48b23ac420581982bdec44433d0540bbea6eabfcc67ffd49716dd1f3"
    },
    {
      "storm_id": "876593",
      "lat": 26.4789,
      "lon": -95.7978,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2752.0,
      "ebshear": 22.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.0144
        },
        {
          "name": "alignment",
          "value": 3.6263
        },
        {
          "name": "tau",
          "value": 1.9462
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0872
      },
      "coherence_score": 1.946197509765625,
      "coherence_diagnostics": {
        "tau": 1.946197509765625,
        "grad_tau": 0.7236101031303406,
        "torsion": 0.0,
        "alignment": 3.626278877258301,
        "S_field": 1.151840329170227,
        "Gamma_field": 0.21009032428264618,
        "S_over_Gamma": 5.482595920562744,
        "Da": 13.36207389831543,
        "E_coh": 0.9544851779937744,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.82,
              26.51
            ],
            [
              -95.77,
              26.49
            ],
            [
              -95.76,
              26.48
            ],
            [
              -95.76,
              26.46
            ],
            [
              -95.77,
              26.45
            ],
            [
              -95.82,
              26.45
            ],
            [
              -95.83,
              26.46
            ],
            [
              -95.83,
              26.5
            ],
            [
              -95.82,
              26.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0872,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0872,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a07ba777f4f18ff61584d97263d18d0324bf40c31f12b708e0797d9294b2e553"
      },
      "receipt_sha256": "a07ba777f4f18ff61584d97263d18d0324bf40c31f12b708e0797d9294b2e553"
    },
    {
      "storm_id": "876766",
      "lat": 34.8775,
      "lon": -89.724,
      "motion_east": 9.5,
      "motion_south": 1.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3639.0,
      "ebshear": 23.0,
      "srh01": 44.0,
      "maxllaz": 0.005,
      "mesh": 0.23,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8894
        },
        {
          "name": "alignment",
          "value": 4.279
        },
        {
          "name": "tau",
          "value": 1.7406
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0869
      },
      "coherence_score": 1.7406203746795654,
      "coherence_diagnostics": {
        "tau": 1.7406203746795654,
        "grad_tau": 0.4029843807220459,
        "torsion": 0.0,
        "alignment": 4.279040813446045,
        "S_field": 0.4932725429534912,
        "Gamma_field": 0.4867570400238037,
        "S_over_Gamma": 1.013385534286499,
        "Da": 31.0064754486084,
        "E_coh": 0.7997063994407654,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.74,
              34.92
            ],
            [
              -89.73,
              34.91
            ],
            [
              -89.71,
              34.91
            ],
            [
              -89.7,
              34.92
            ],
            [
              -89.69,
              34.91
            ],
            [
              -89.68,
              34.92
            ],
            [
              -89.66,
              34.91
            ],
            [
              -89.65,
              34.9
            ],
            [
              -89.66,
              34.86
            ],
            [
              -89.67,
              34.86
            ],
            [
              -89.68,
              34.84
            ],
            [
              -89.71,
              34.82
            ],
            [
              -89.73,
              34.82
            ],
            [
              -89.74,
              34.81
            ],
            [
              -89.81,
              34.81
            ],
            [
              -89.82,
              34.83
            ],
            [
              -89.82,
              34.87
            ],
            [
              -89.79,
              34.9
            ],
            [
              -89.75,
              34.91
            ],
            [
              -89.74,
              34.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0869,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "34a9787c7d72256f79f978e8a7f6d14dadf0cb3ed4bbca33103aef70f128a956",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0869,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50afa1c40891788f22d771cfc40bef85319a7efe81efe509a1290c0753f1ec1e"
      },
      "receipt_sha256": "50afa1c40891788f22d771cfc40bef85319a7efe81efe509a1290c0753f1ec1e"
    },
    {
      "storm_id": "876290",
      "lat": 42.057,
      "lon": -78.573,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1640.0,
      "ebshear": 21.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5144
        },
        {
          "name": "alignment",
          "value": 0.9164
        },
        {
          "name": "tau",
          "value": 1.9664
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.086
      },
      "coherence_score": 1.9663594961166382,
      "coherence_diagnostics": {
        "tau": 1.9663594961166382,
        "grad_tau": 0.34217116236686707,
        "torsion": 0.0,
        "alignment": 0.9164102673530579,
        "S_field": 0.1537245213985443,
        "Gamma_field": 0.4300903379917145,
        "S_over_Gamma": 0.3574237823486328,
        "Da": 25.881969451904297,
        "E_coh": 0.5409268140792847,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.56,
              42.1
            ],
            [
              -78.5,
              42.1
            ],
            [
              -78.5,
              42.04
            ],
            [
              -78.58,
              41.99
            ],
            [
              -78.61,
              41.99
            ],
            [
              -78.63,
              42.01
            ],
            [
              -78.63,
              42.06
            ],
            [
              -78.59,
              42.09
            ],
            [
              -78.57,
              42.09
            ],
            [
              -78.56,
              42.1
            ]
          ]
        ]
      },
      "raw_probability": 0.086,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3d77a162610d00c9193bb42b029ca8cf4147242f67a49bca4918445b708f895f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.086,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c08a36db37a10711c775e7c877eb2aac4386f6352a6db46e17573d6c0a863e39"
      },
      "receipt_sha256": "c08a36db37a10711c775e7c877eb2aac4386f6352a6db46e17573d6c0a863e39"
    },
    {
      "storm_id": "876337",
      "lat": 32.9957,
      "lon": -80.0914,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3225.0,
      "ebshear": 15.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2644
        },
        {
          "name": "alignment",
          "value": 0.5436
        },
        {
          "name": "tau",
          "value": 4.1617
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0854
      },
      "coherence_score": 4.161724090576172,
      "coherence_diagnostics": {
        "tau": 4.161724090576172,
        "grad_tau": 0.3082582950592041,
        "torsion": 0.0,
        "alignment": 0.5435827970504761,
        "S_field": 0.8292387127876282,
        "Gamma_field": 0.32759034633636475,
        "S_over_Gamma": 2.5313282012939453,
        "Da": 19.67559051513672,
        "E_coh": 0.9282976388931274,
        "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": [
          [
            [
              -80.1,
              33.04
            ],
            [
              -80.06,
              33.03
            ],
            [
              -80.05,
              33.02
            ],
            [
              -80.04,
              33.0
            ],
            [
              -80.05,
              32.99
            ],
            [
              -80.05,
              32.96
            ],
            [
              -80.1,
              32.96
            ],
            [
              -80.11,
              32.95
            ],
            [
              -80.13,
              32.96
            ],
            [
              -80.12,
              32.97
            ],
            [
              -80.13,
              32.99
            ],
            [
              -80.12,
              33.0
            ],
            [
              -80.12,
              33.03
            ],
            [
              -80.1,
              33.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0854,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "622e57f6c49f53b8cc11e774515c3afd111ecb02bdfe553d7f2022e78b8637b9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0854,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71eec6a0fd83c1a67930b97db6b5221e1320e213696418e3a5debae2a5677589"
      },
      "receipt_sha256": "71eec6a0fd83c1a67930b97db6b5221e1320e213696418e3a5debae2a5677589"
    },
    {
      "storm_id": "876581",
      "lat": 30.11,
      "lon": -87.7594,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3604.0,
      "ebshear": 9.0,
      "srh01": 8.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1394
        },
        {
          "name": "alignment",
          "value": -2.3937
        },
        {
          "name": "tau",
          "value": 4.1644
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0851
      },
      "coherence_score": 4.164370059967041,
      "coherence_diagnostics": {
        "tau": 4.164370059967041,
        "grad_tau": 0.37090906500816345,
        "torsion": 0.0,
        "alignment": -2.3936774730682373,
        "S_field": 1.2548651695251465,
        "Gamma_field": 0.2667570114135742,
        "S_over_Gamma": 4.704150676727295,
        "Da": 16.87604331970215,
        "E_coh": 0.9590479731559753,
        "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": [
          [
            [
              -87.73,
              30.19
            ],
            [
              -87.69,
              30.17
            ],
            [
              -87.69,
              30.15
            ],
            [
              -87.7,
              30.14
            ],
            [
              -87.69,
              30.13
            ],
            [
              -87.7,
              30.11
            ],
            [
              -87.74,
              30.07
            ],
            [
              -87.76,
              30.03
            ],
            [
              -87.79,
              30.03
            ],
            [
              -87.82,
              30.01
            ],
            [
              -87.82,
              30.05
            ],
            [
              -87.84,
              30.09
            ],
            [
              -87.83,
              30.09
            ],
            [
              -87.81,
              30.11
            ],
            [
              -87.8,
              30.15
            ],
            [
              -87.77,
              30.16
            ],
            [
              -87.73,
              30.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0851,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0851,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3ee9c65c23b13988f736f58aa46011c4eed6d8957f85f7080ead3df78935436"
      },
      "receipt_sha256": "f3ee9c65c23b13988f736f58aa46011c4eed6d8957f85f7080ead3df78935436"
    },
    {
      "storm_id": "876405",
      "lat": 41.3333,
      "lon": -78.5981,
      "motion_east": 2.0,
      "motion_south": 1.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1670.0,
      "ebshear": 27.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5144
        },
        {
          "name": "alignment",
          "value": -1.0491
        },
        {
          "name": "tau",
          "value": 2.4307
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0835
      },
      "coherence_score": 2.4306893348693848,
      "coherence_diagnostics": {
        "tau": 2.4306893348693848,
        "grad_tau": 0.3017512559890747,
        "torsion": 0.0,
        "alignment": -1.0491427183151245,
        "S_field": 0.7283177971839905,
        "Gamma_field": 0.23009033501148224,
        "S_over_Gamma": 3.165355920791626,
        "Da": 13.909089088439941,
        "E_coh": 0.886703610420227,
        "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,
              41.42
            ],
            [
              -78.6,
              41.41
            ],
            [
              -78.57,
              41.41
            ],
            [
              -78.56,
              41.42
            ],
            [
              -78.52,
              41.4
            ],
            [
              -78.48,
              41.4
            ],
            [
              -78.47,
              41.34
            ],
            [
              -78.54,
              41.3
            ],
            [
              -78.54,
              41.25
            ],
            [
              -78.55,
              41.24
            ],
            [
              -78.61,
              41.24
            ],
            [
              -78.62,
              41.25
            ],
            [
              -78.69,
              41.26
            ],
            [
              -78.69,
              41.29
            ],
            [
              -78.68,
              41.29
            ],
            [
              -78.66,
              41.31
            ],
            [
              -78.66,
              41.32
            ],
            [
              -78.65,
              41.32
            ],
            [
              -78.61,
              41.35
            ],
            [
              -78.62,
              41.36
            ],
            [
              -78.62,
              41.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0835,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "edabca708988742d43c10734d31cfd61bf3b31fd9d9728da375adf27e01e6bde",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0835,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e265a75e86fa1e21d20f4d17025ef31b8a48e516d5655e4baa4955201670d9a"
      },
      "receipt_sha256": "6e265a75e86fa1e21d20f4d17025ef31b8a48e516d5655e4baa4955201670d9a"
    },
    {
      "storm_id": "875222",
      "lat": 34.0492,
      "lon": -83.3692,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2525.0,
      "ebshear": 5.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.39,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": 1.3304
        },
        {
          "name": "tau",
          "value": 3.8221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.083
      },
      "coherence_score": 3.8220651149749756,
      "coherence_diagnostics": {
        "tau": 3.8220651149749756,
        "grad_tau": 0.20213472843170166,
        "torsion": 0.0,
        "alignment": 1.3303639888763428,
        "S_field": 1.3089793920516968,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.205939292907715,
        "Da": 14.043122291564941,
        "E_coh": 0.9643734693527222,
        "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": [
          [
            [
              -83.39,
              34.09
            ],
            [
              -83.37,
              34.09
            ],
            [
              -83.36,
              34.08
            ],
            [
              -83.32,
              34.08
            ],
            [
              -83.29,
              34.03
            ],
            [
              -83.3,
              34.02
            ],
            [
              -83.36,
              34.01
            ],
            [
              -83.37,
              34.0
            ],
            [
              -83.42,
              34.01
            ],
            [
              -83.43,
              34.02
            ],
            [
              -83.43,
              34.07
            ],
            [
              -83.39,
              34.09
            ]
          ]
        ]
      },
      "raw_probability": 0.083,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "fdb342c7e135ae0746139d923c6c07a1193ad100f6b37aca62cfe28e3864ae8a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.083,
        "probability": 0.001416,
        "confidence_lo": 0.00132,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9a3c09d79750079c655831cf8d518312f86af39f6a97fd496d5665e0d47747f"
      },
      "receipt_sha256": "f9a3c09d79750079c655831cf8d518312f86af39f6a97fd496d5665e0d47747f"
    },
    {
      "storm_id": "876093",
      "lat": 40.24,
      "lon": -80.8529,
      "motion_east": 5.4,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2113.0,
      "ebshear": 30.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": 1.8519
        },
        {
          "name": "tau",
          "value": 2.917
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0828
      },
      "coherence_score": 2.9170353412628174,
      "coherence_diagnostics": {
        "tau": 2.9170353412628174,
        "grad_tau": 0.17823971807956696,
        "torsion": 0.0,
        "alignment": 1.851865291595459,
        "S_field": 1.1231518983840942,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 5.757086277008057,
        "Da": 11.667009353637695,
        "E_coh": 0.9280768632888794,
        "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": [
          [
            [
              -80.89,
              40.3
            ],
            [
              -80.79,
              40.3
            ],
            [
              -80.78,
              40.29
            ],
            [
              -80.74,
              40.29
            ],
            [
              -80.75,
              40.23
            ],
            [
              -80.77,
              40.21
            ],
            [
              -80.79,
              40.2
            ],
            [
              -80.82,
              40.2
            ],
            [
              -80.83,
              40.19
            ],
            [
              -80.88,
              40.19
            ],
            [
              -80.89,
              40.2
            ],
            [
              -80.92,
              40.2
            ],
            [
              -80.93,
              40.21
            ],
            [
              -80.93,
              40.24
            ],
            [
              -80.95,
              40.26
            ],
            [
              -80.95,
              40.27
            ],
            [
              -80.89,
              40.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0828,
      "confidence_lo": 0.0011,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3eabe6b6edf41b8dc668d80fbf771a8808a5b0bd26d987946cb9b246e42f84c9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0828,
        "probability": 0.001416,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cbf9757e3eca6593d26b99572b8b9d4caa82e164ca43668c59d20b73e07e2037"
      },
      "receipt_sha256": "cbf9757e3eca6593d26b99572b8b9d4caa82e164ca43668c59d20b73e07e2037"
    },
    {
      "storm_id": "876703",
      "lat": 30.6821,
      "lon": -94.72,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3899.0,
      "ebshear": 8.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6394
        },
        {
          "name": "alignment",
          "value": -1.7053
        },
        {
          "name": "tau",
          "value": 2.1063
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0823
      },
      "coherence_score": 2.106304407119751,
      "coherence_diagnostics": {
        "tau": 2.106304407119751,
        "grad_tau": 0.6653549075126648,
        "torsion": 0.0,
        "alignment": -1.7052870988845825,
        "S_field": 0.8353795409202576,
        "Gamma_field": 0.2567570209503174,
        "S_over_Gamma": 3.253580093383789,
        "Da": 14.894501686096191,
        "E_coh": 0.9327283501625061,
        "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": [
          [
            [
              -94.78,
              30.74
            ],
            [
              -94.7,
              30.74
            ],
            [
              -94.69,
              30.72
            ],
            [
              -94.65,
              30.71
            ],
            [
              -94.67,
              30.71
            ],
            [
              -94.69,
              30.69
            ],
            [
              -94.7,
              30.67
            ],
            [
              -94.7,
              30.64
            ],
            [
              -94.71,
              30.63
            ],
            [
              -94.73,
              30.63
            ],
            [
              -94.74,
              30.64
            ],
            [
              -94.76,
              30.63
            ],
            [
              -94.78,
              30.66
            ],
            [
              -94.78,
              30.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0823,
      "confidence_lo": 0.0011,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "1f5d571030fc284d3e15b144b506bebde63485afc2603ea650aca015902274de",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0823,
        "probability": 0.001416,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a713cf05aaa6fda9c6f7996da9616a264fceb30fab9ecce6b9d11c4071b74ced"
      },
      "receipt_sha256": "a713cf05aaa6fda9c6f7996da9616a264fceb30fab9ecce6b9d11c4071b74ced"
    },
    {
      "storm_id": "876708",
      "lat": 26.9376,
      "lon": -80.5315,
      "motion_east": -6.0,
      "motion_south": -4.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5155.0,
      "ebshear": 8.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.72,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7644
        },
        {
          "name": "alignment",
          "value": 0.2782
        },
        {
          "name": "tau",
          "value": 4.0211
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0823
      },
      "coherence_score": 4.02107048034668,
      "coherence_diagnostics": {
        "tau": 4.02107048034668,
        "grad_tau": 1.2854201793670654,
        "torsion": 0.0,
        "alignment": 0.27819812297821045,
        "S_field": 1.4446810483932495,
        "Gamma_field": 0.19759033620357513,
        "S_over_Gamma": 7.311496257781982,
        "Da": 11.01552963256836,
        "E_coh": 0.9849157929420471,
        "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": [
          [
            [
              -80.69,
              27.03
            ],
            [
              -80.65,
              27.03
            ],
            [
              -80.64,
              27.02
            ],
            [
              -80.56,
              27.02
            ],
            [
              -80.55,
              27.03
            ],
            [
              -80.53,
              27.01
            ],
            [
              -80.54,
              26.99
            ],
            [
              -80.54,
              26.96
            ],
            [
              -80.51,
              26.94
            ],
            [
              -80.5,
              26.94
            ],
            [
              -80.48,
              26.96
            ],
            [
              -80.48,
              26.97
            ],
            [
              -80.46,
              26.98
            ],
            [
              -80.44,
              26.98
            ],
            [
              -80.43,
              26.97
            ],
            [
              -80.42,
              26.98
            ],
            [
              -80.4,
              26.95
            ],
            [
              -80.4,
              26.91
            ],
            [
              -80.42,
              26.89
            ],
            [
              -80.41,
              26.87
            ],
            [
              -80.42,
              26.86
            ],
            [
              -80.41,
              26.85
            ],
            [
              -80.45,
              26.81
            ],
            [
              -80.5,
              26.81
            ],
            [
              -80.52,
              26.82
            ],
            [
              -80.52,
              26.84
            ],
            [
              -80.51,
              26.85
            ],
            [
              -80.53,
              26.87
            ],
            [
              -80.53,
              26.89
            ],
            [
              -80.51,
              26.91
            ],
            [
              -80.51,
              26.92
            ],
            [
              -80.53,
              26.94
            ],
            [
              -80.57,
              26.94
            ],
            [
              -80.58,
              26.93
            ],
            [
              -80.62,
              26.93
            ],
            [
              -80.63,
              26.92
            ],
            [
              -80.66,
              26.93
            ],
            [
              -80.68,
              26.95
            ],
            [
              -80.68,
              27.0
            ],
            [
              -80.69,
              27.01
            ],
            [
              -80.69,
              27.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0823,
      "confidence_lo": 0.0011,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "1f5d571030fc284d3e15b144b506bebde63485afc2603ea650aca015902274de",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0823,
        "probability": 0.001416,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a713cf05aaa6fda9c6f7996da9616a264fceb30fab9ecce6b9d11c4071b74ced"
      },
      "receipt_sha256": "a713cf05aaa6fda9c6f7996da9616a264fceb30fab9ecce6b9d11c4071b74ced"
    },
    {
      "storm_id": "876484",
      "lat": 40.866,
      "lon": -78.234,
      "motion_east": 3.5,
      "motion_south": 2.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2072.0,
      "ebshear": 25.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5144
        },
        {
          "name": "alignment",
          "value": -1.0491
        },
        {
          "name": "tau",
          "value": 2.4307
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0822
      },
      "coherence_score": 2.4306893348693848,
      "coherence_diagnostics": {
        "tau": 2.4306893348693848,
        "grad_tau": 0.3017512559890747,
        "torsion": 0.0,
        "alignment": -1.0491427183151245,
        "S_field": 0.7283177971839905,
        "Gamma_field": 0.23009033501148224,
        "S_over_Gamma": 3.165355920791626,
        "Da": 13.909089088439941,
        "E_coh": 0.886703610420227,
        "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": [
          [
            [
              -78.27,
              40.91
            ],
            [
              -78.23,
              40.91
            ],
            [
              -78.19,
              40.88
            ],
            [
              -78.18,
              40.86
            ],
            [
              -78.19,
              40.82
            ],
            [
              -78.22,
              40.82
            ],
            [
              -78.23,
              40.83
            ],
            [
              -78.27,
              40.84
            ],
            [
              -78.29,
              40.88
            ],
            [
              -78.27,
              40.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0822,
      "confidence_lo": 0.0011,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9cc138d0cf5182418427352d5d10f7ba4548c2913986afc1c5d44141e1d4d048",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0822,
        "probability": 0.001416,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae439e9811767eca53f3a466f9c8a67bdf2d209e2a1f70c80c46eeaefc66cc84"
      },
      "receipt_sha256": "ae439e9811767eca53f3a466f9c8a67bdf2d209e2a1f70c80c46eeaefc66cc84"
    },
    {
      "storm_id": "876543",
      "lat": 41.01,
      "lon": -78.1667,
      "motion_east": 3.4,
      "motion_south": 2.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2059.0,
      "ebshear": 26.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5144
        },
        {
          "name": "alignment",
          "value": -1.0491
        },
        {
          "name": "tau",
          "value": 2.4307
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0822
      },
      "coherence_score": 2.4306893348693848,
      "coherence_diagnostics": {
        "tau": 2.4306893348693848,
        "grad_tau": 0.3017512559890747,
        "torsion": 0.0,
        "alignment": -1.0491427183151245,
        "S_field": 0.7283177971839905,
        "Gamma_field": 0.23009033501148224,
        "S_over_Gamma": 3.165355920791626,
        "Da": 13.909089088439941,
        "E_coh": 0.886703610420227,
        "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": [
          [
            [
              -78.19,
              41.04
            ],
            [
              -78.14,
              41.04
            ],
            [
              -78.13,
              41.03
            ],
            [
              -78.13,
              40.98
            ],
            [
              -78.14,
              40.97
            ],
            [
              -78.18,
              40.97
            ],
            [
              -78.2,
              40.99
            ],
            [
              -78.2,
              41.03
            ],
            [
              -78.19,
              41.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0822,
      "confidence_lo": 0.0011,
      "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": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9cc138d0cf5182418427352d5d10f7ba4548c2913986afc1c5d44141e1d4d048",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0822,
        "probability": 0.001416,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001416,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae439e9811767eca53f3a466f9c8a67bdf2d209e2a1f70c80c46eeaefc66cc84"
      },
      "receipt_sha256": "ae439e9811767eca53f3a466f9c8a67bdf2d209e2a1f70c80c46eeaefc66cc84"
    },
    {
      "storm_id": "876715",
      "lat": 25.8605,
      "lon": -83.1541,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4714.0,
      "ebshear": 5.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3894
        },
        {
          "name": "alignment",
          "value": 0.715
        },
        {
          "name": "tau",
          "value": 2.39
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0812
      },
      "coherence_score": 2.3900465965270996,
      "coherence_diagnostics": {
        "tau": 2.3900465965270996,
        "grad_tau": 2.005812644958496,
        "torsion": 0.0,
        "alignment": 0.715008020401001,
        "S_field": 1.4251152276992798,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 7.304899215698242,
        "Da": 11.071824073791504,
        "E_coh": 0.9868379831314087,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.11,
              25.94
            ],
            [
              -83.1,
              25.93
            ],
            [
              -83.06,
              25.93
            ],
            [
              -83.1,
              25.88
            ],
            [
              -83.1,
              25.85
            ],
            [
              -83.14,
              25.85
            ],
            [
              -83.16,
              25.83
            ],
            [
              -83.16,
              25.82
            ],
            [
              -83.18,
              25.81
            ],
            [
              -83.19,
              25.79
            ],
            [
              -83.17,
              25.76
            ],
            [
              -83.2,
              25.76
            ],
            [
              -83.2,
              25.8
            ],
            [
              -83.21,
              25.81
            ],
            [
              -83.21,
              25.83
            ],
            [
              -83.17,
              25.85
            ],
            [
              -83.19,
              25.87
            ],
            [
              -83.19,
              25.9
            ],
            [
              -83.17,
              25.92
            ],
            [
              -83.15,
              25.93
            ],
            [
              -83.12,
              25.93
            ],
            [
              -83.11,
              25.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0812,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3d3a36ab71a4377d051f680af0fc86b5931150cbcf237c97761297d6bc6e6a1b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0812,
        "probability": 0.001333,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001334,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a66498eb5b1f134b5a09dd15e3ab8a893c2fb8c2539bf4c8cb73b4cb9d8d27e"
      },
      "receipt_sha256": "2a66498eb5b1f134b5a09dd15e3ab8a893c2fb8c2539bf4c8cb73b4cb9d8d27e"
    },
    {
      "storm_id": "876247",
      "lat": 40.5158,
      "lon": -79.49,
      "motion_east": 5.7,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1812.0,
      "ebshear": 29.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3894
        },
        {
          "name": "alignment",
          "value": -2.1883
        },
        {
          "name": "tau",
          "value": 2.7124
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0782
      },
      "coherence_score": 2.712390661239624,
      "coherence_diagnostics": {
        "tau": 2.712390661239624,
        "grad_tau": 0.14368091523647308,
        "torsion": 0.0,
        "alignment": -2.188326835632324,
        "S_field": 0.7542803883552551,
        "Gamma_field": 0.18009032309055328,
        "S_over_Gamma": 4.188344955444336,
        "Da": 10.983617782592773,
        "E_coh": 0.8912249803543091,
        "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": [
          [
            [
              -79.52,
              40.56
            ],
            [
              -79.51,
              40.55
            ],
            [
              -79.49,
              40.56
            ],
            [
              -79.46,
              40.54
            ],
            [
              -79.46,
              40.52
            ],
            [
              -79.45,
              40.51
            ],
            [
              -79.45,
              40.46
            ],
            [
              -79.46,
              40.45
            ],
            [
              -79.5,
              40.45
            ],
            [
              -79.53,
              40.48
            ],
            [
              -79.53,
              40.55
            ],
            [
              -79.52,
              40.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0782,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4add38fce5c3f9fd16f9c0daf6aaea8ff988e2187bcd84308c0eabf24726a0d6",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0782,
        "probability": 0.001151,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d50634e184ed0035552b20db5334936467df322aa713b4ac9dde94153284995"
      },
      "receipt_sha256": "4d50634e184ed0035552b20db5334936467df322aa713b4ac9dde94153284995"
    },
    {
      "storm_id": "876489",
      "lat": 40.2531,
      "lon": -81.1919,
      "motion_east": 5.5,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2002.0,
      "ebshear": 26.0,
      "srh01": 18.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": 1.8519
        },
        {
          "name": "tau",
          "value": 2.917
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0773
      },
      "coherence_score": 2.9170353412628174,
      "coherence_diagnostics": {
        "tau": 2.9170353412628174,
        "grad_tau": 0.17823971807956696,
        "torsion": 0.0,
        "alignment": 1.851865291595459,
        "S_field": 1.1231518983840942,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 5.757086277008057,
        "Da": 11.667009353637695,
        "E_coh": 0.9280768632888794,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.27,
              40.3
            ],
            [
              -81.24,
              40.3
            ],
            [
              -81.23,
              40.29
            ],
            [
              -81.18,
              40.29
            ],
            [
              -81.17,
              40.28
            ],
            [
              -81.13,
              40.27
            ],
            [
              -81.13,
              40.26
            ],
            [
              -81.11,
              40.24
            ],
            [
              -81.12,
              40.21
            ],
            [
              -81.14,
              40.19
            ],
            [
              -81.18,
              40.19
            ],
            [
              -81.2,
              40.2
            ],
            [
              -81.22,
              40.22
            ],
            [
              -81.23,
              40.25
            ],
            [
              -81.25,
              40.26
            ],
            [
              -81.27,
              40.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0773,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0773,
        "probability": 0.001151,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1a1151bb990c0692371a02096b161bc2516f4a86683c294a671eebc6af6a77d7"
      },
      "receipt_sha256": "1a1151bb990c0692371a02096b161bc2516f4a86683c294a671eebc6af6a77d7"
    },
    {
      "storm_id": "876616",
      "lat": 40.538,
      "lon": -85.613,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2089.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2644
        },
        {
          "name": "alignment",
          "value": -1.9351
        },
        {
          "name": "tau",
          "value": 2.1899
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0764
      },
      "coherence_score": 2.189877986907959,
      "coherence_diagnostics": {
        "tau": 2.189877986907959,
        "grad_tau": 0.25032588839530945,
        "torsion": 0.0,
        "alignment": -1.9351390600204468,
        "S_field": 0.6993168592453003,
        "Gamma_field": 0.19759033620357513,
        "S_over_Gamma": 3.5392260551452637,
        "Da": 11.996816635131836,
        "E_coh": 0.8965457081794739,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.6,
              40.57
            ],
            [
              -85.58,
              40.55
            ],
            [
              -85.59,
              40.53
            ],
            [
              -85.59,
              40.49
            ],
            [
              -85.63,
              40.49
            ],
            [
              -85.63,
              40.51
            ],
            [
              -85.66,
              40.55
            ],
            [
              -85.64,
              40.56
            ],
            [
              -85.61,
              40.56
            ],
            [
              -85.6,
              40.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0764,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "69ff8a16e67001e9c3b879fb7e7f0105d2d9096c6b7bb233b7f67a6193597071",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0764,
        "probability": 0.001151,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c735dd4f54053ad01c4bf1329b6b28e2b951596bc56231710f5ac308fca45a2f"
      },
      "receipt_sha256": "c735dd4f54053ad01c4bf1329b6b28e2b951596bc56231710f5ac308fca45a2f"
    },
    {
      "storm_id": "875511",
      "lat": 41.2608,
      "lon": -80.0375,
      "motion_east": 4.5,
      "motion_south": 1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1809.0,
      "ebshear": 22.0,
      "srh01": 19.0,
      "maxllaz": 0.005,
      "mesh": 0.45,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2644
        },
        {
          "name": "alignment",
          "value": -2.7939
        },
        {
          "name": "tau",
          "value": 2.4213
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0757
      },
      "coherence_score": 2.421323299407959,
      "coherence_diagnostics": {
        "tau": 2.421323299407959,
        "grad_tau": 0.40294960141181946,
        "torsion": 0.0,
        "alignment": -2.7939443588256836,
        "S_field": 0.46559056639671326,
        "Gamma_field": 0.3709236979484558,
        "S_over_Gamma": 1.2552192211151123,
        "Da": 22.063888549804688,
        "E_coh": 0.6822221875190735,
        "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": [
          [
            [
              -80.02,
              41.3
            ],
            [
              -79.98,
              41.28
            ],
            [
              -79.98,
              41.24
            ],
            [
              -80.0,
              41.22
            ],
            [
              -80.04,
              41.22
            ],
            [
              -80.05,
              41.23
            ],
            [
              -80.07,
              41.23
            ],
            [
              -80.09,
              41.25
            ],
            [
              -80.09,
              41.28
            ],
            [
              -80.08,
              41.29
            ],
            [
              -80.03,
              41.29
            ],
            [
              -80.02,
              41.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0757,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "98380c0c602d777f4575d18afc010f51b71a40fdffec6b18a48cf4153299d140",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0757,
        "probability": 0.001151,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001151,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09729d97702a8fd0e46929c8d738b2b221f7dd3f53bb8c68bc82341123e98cca"
      },
      "receipt_sha256": "09729d97702a8fd0e46929c8d738b2b221f7dd3f53bb8c68bc82341123e98cca"
    },
    {
      "storm_id": "876396",
      "lat": 27.0859,
      "lon": -84.1271,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3745.0,
      "ebshear": 6.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.37,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": 0.7221
        },
        {
          "name": "tau",
          "value": 3.7103
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0742
      },
      "coherence_score": 3.7102580070495605,
      "coherence_diagnostics": {
        "tau": 3.7102580070495605,
        "grad_tau": 1.2592244148254395,
        "torsion": 0.0,
        "alignment": 0.7220941781997681,
        "S_field": 1.3559297323226929,
        "Gamma_field": 0.1942570060491562,
        "S_over_Gamma": 6.980081558227539,
        "Da": 11.429065704345703,
        "E_coh": 0.9538860321044922,
        "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": [
          [
            [
              -84.17,
              27.17
            ],
            [
              -84.13,
              27.17
            ],
            [
              -84.06,
              27.09
            ],
            [
              -84.03,
              27.08
            ],
            [
              -84.02,
              27.07
            ],
            [
              -84.02,
              27.03
            ],
            [
              -84.03,
              27.02
            ],
            [
              -84.09,
              27.02
            ],
            [
              -84.12,
              27.04
            ],
            [
              -84.15,
              27.04
            ],
            [
              -84.17,
              27.06
            ],
            [
              -84.19,
              27.06
            ],
            [
              -84.19,
              27.07
            ],
            [
              -84.21,
              27.09
            ],
            [
              -84.21,
              27.13
            ],
            [
              -84.2,
              27.15
            ],
            [
              -84.17,
              27.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0742,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f1671f7cd3cac5fc647a93175f906e53e487884cc45be582a492ce04475cfc33",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0742,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8615149d7e994bd6ed74bb4d05c4219aa13a4d9fedd3ed5672ebfd205cabf44"
      },
      "receipt_sha256": "e8615149d7e994bd6ed74bb4d05c4219aa13a4d9fedd3ed5672ebfd205cabf44"
    },
    {
      "storm_id": "876557",
      "lat": 30.0533,
      "lon": -94.7133,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3124.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6394
        },
        {
          "name": "alignment",
          "value": -1.7053
        },
        {
          "name": "tau",
          "value": 2.1063
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0742
      },
      "coherence_score": 2.106304407119751,
      "coherence_diagnostics": {
        "tau": 2.106304407119751,
        "grad_tau": 0.6653549075126648,
        "torsion": 0.0,
        "alignment": -1.7052870988845825,
        "S_field": 0.8353795409202576,
        "Gamma_field": 0.2567570209503174,
        "S_over_Gamma": 3.253580093383789,
        "Da": 14.894501686096191,
        "E_coh": 0.9327283501625061,
        "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": [
          [
            [
              -94.73,
              30.08
            ],
            [
              -94.7,
              30.08
            ],
            [
              -94.68,
              30.07
            ],
            [
              -94.68,
              30.03
            ],
            [
              -94.69,
              30.02
            ],
            [
              -94.73,
              30.02
            ],
            [
              -94.74,
              30.03
            ],
            [
              -94.74,
              30.07
            ],
            [
              -94.73,
              30.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0742,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f1671f7cd3cac5fc647a93175f906e53e487884cc45be582a492ce04475cfc33",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0742,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8615149d7e994bd6ed74bb4d05c4219aa13a4d9fedd3ed5672ebfd205cabf44"
      },
      "receipt_sha256": "e8615149d7e994bd6ed74bb4d05c4219aa13a4d9fedd3ed5672ebfd205cabf44"
    },
    {
      "storm_id": "876592",
      "lat": 26.5275,
      "lon": -83.91,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4470.0,
      "ebshear": 5.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": 0.7221
        },
        {
          "name": "tau",
          "value": 3.7103
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0742
      },
      "coherence_score": 3.7102580070495605,
      "coherence_diagnostics": {
        "tau": 3.7102580070495605,
        "grad_tau": 1.2592244148254395,
        "torsion": 0.0,
        "alignment": 0.7220941781997681,
        "S_field": 1.3559297323226929,
        "Gamma_field": 0.1942570060491562,
        "S_over_Gamma": 6.980081558227539,
        "Da": 11.429065704345703,
        "E_coh": 0.9538860321044922,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.9,
              26.59
            ],
            [
              -83.86,
              26.59
            ],
            [
              -83.86,
              26.51
            ],
            [
              -83.88,
              26.49
            ],
            [
              -83.88,
              26.48
            ],
            [
              -83.91,
              26.48
            ],
            [
              -83.92,
              26.49
            ],
            [
              -83.95,
              26.49
            ],
            [
              -83.96,
              26.5
            ],
            [
              -83.96,
              26.55
            ],
            [
              -83.94,
              26.57
            ],
            [
              -83.9,
              26.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0742,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f1671f7cd3cac5fc647a93175f906e53e487884cc45be582a492ce04475cfc33",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0742,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8615149d7e994bd6ed74bb4d05c4219aa13a4d9fedd3ed5672ebfd205cabf44"
      },
      "receipt_sha256": "e8615149d7e994bd6ed74bb4d05c4219aa13a4d9fedd3ed5672ebfd205cabf44"
    },
    {
      "storm_id": "876701",
      "lat": 33.2092,
      "lon": -105.6458,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 184.0,
      "ebshear": 15.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0144
        },
        {
          "name": "alignment",
          "value": -4.9201
        },
        {
          "name": "tau",
          "value": 0.1252
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0738
      },
      "coherence_score": 0.12519896030426025,
      "coherence_diagnostics": {
        "tau": 0.12519896030426025,
        "grad_tau": 0.00844897236675024,
        "torsion": 0.0,
        "alignment": -4.9200663566589355,
        "S_field": 0.07873637229204178,
        "Gamma_field": 1.0784236192703247,
        "S_over_Gamma": 0.07301061600446701,
        "Da": 69.41905212402344,
        "E_coh": 0.23872070014476776,
        "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": [
          [
            [
              -105.63,
              33.24
            ],
            [
              -105.6,
              33.24
            ],
            [
              -105.6,
              33.23
            ],
            [
              -105.63,
              33.2
            ],
            [
              -105.63,
              33.18
            ],
            [
              -105.66,
              33.16
            ],
            [
              -105.68,
              33.17
            ],
            [
              -105.68,
              33.19
            ],
            [
              -105.69,
              33.2
            ],
            [
              -105.68,
              33.23
            ],
            [
              -105.64,
              33.23
            ],
            [
              -105.63,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0738,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "648b05637c9f73f1e640bb91e22eb83196ddcf3ed8fedf2d639562f73e253748",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0738,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f29bed0a89f28789c2e368a58252a06160b985095f2adddee9674472f94df33"
      },
      "receipt_sha256": "2f29bed0a89f28789c2e368a58252a06160b985095f2adddee9674472f94df33"
    },
    {
      "storm_id": "876713",
      "lat": 26.1475,
      "lon": -83.9392,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4304.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0144
        },
        {
          "name": "alignment",
          "value": 1.0352
        },
        {
          "name": "tau",
          "value": 2.2014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0732
      },
      "coherence_score": 2.2013633251190186,
      "coherence_diagnostics": {
        "tau": 2.2013633251190186,
        "grad_tau": 1.8660067319869995,
        "torsion": 0.0,
        "alignment": 1.0351698398590088,
        "S_field": 1.2192109823226929,
        "Gamma_field": 0.1992570012807846,
        "S_over_Gamma": 6.118786334991455,
        "Da": 11.55211067199707,
        "E_coh": 0.9809889793395996,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.91,
              26.2
            ],
            [
              -83.89,
              26.18
            ],
            [
              -83.89,
              26.16
            ],
            [
              -83.9,
              26.15
            ],
            [
              -83.9,
              26.11
            ],
            [
              -83.93,
              26.08
            ],
            [
              -83.99,
              26.08
            ],
            [
              -84.01,
              26.1
            ],
            [
              -84.01,
              26.15
            ],
            [
              -83.98,
              26.18
            ],
            [
              -83.95,
              26.18
            ],
            [
              -83.91,
              26.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0732,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d8ce04d6a41fe41c82861b37e2efd838749d9f4bf7a1fd28414203213f7d06c0",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0732,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae549880c3bcf76abf5ad34dd50f4715512c5c21095680a9c2562c2ccb18e06a"
      },
      "receipt_sha256": "ae549880c3bcf76abf5ad34dd50f4715512c5c21095680a9c2562c2ccb18e06a"
    },
    {
      "storm_id": "875724",
      "lat": 28.0947,
      "lon": -82.7976,
      "motion_east": -2.0,
      "motion_south": -4.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3643.0,
      "ebshear": 8.0,
      "srh01": 33.0,
      "maxllaz": 0.005,
      "mesh": 0.57,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7644
        },
        {
          "name": "alignment",
          "value": 0.7488
        },
        {
          "name": "tau",
          "value": 5.3329
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.073
      },
      "coherence_score": 5.332887172698975,
      "coherence_diagnostics": {
        "tau": 5.332887172698975,
        "grad_tau": 0.42085903882980347,
        "torsion": 0.0,
        "alignment": 0.7487587332725525,
        "S_field": 1.4296954870224,
        "Gamma_field": 0.24592366814613342,
        "S_over_Gamma": 5.813574314117432,
        "Da": 15.159186363220215,
        "E_coh": 0.9837469458580017,
        "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": [
          [
            [
              -82.85,
              28.15
            ],
            [
              -82.84,
              28.14
            ],
            [
              -82.82,
              28.14
            ],
            [
              -82.81,
              28.15
            ],
            [
              -82.72,
              28.15
            ],
            [
              -82.7,
              28.12
            ],
            [
              -82.71,
              28.11
            ],
            [
              -82.7,
              28.1
            ],
            [
              -82.7,
              28.08
            ],
            [
              -82.72,
              28.04
            ],
            [
              -82.79,
              27.99
            ],
            [
              -82.85,
              27.99
            ],
            [
              -82.88,
              28.02
            ],
            [
              -82.88,
              28.08
            ],
            [
              -82.87,
              28.09
            ],
            [
              -82.87,
              28.11
            ],
            [
              -82.85,
              28.15
            ]
          ]
        ]
      },
      "raw_probability": 0.073,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "53a16154b07b3df7e4d0cb299149600178740826917cd8daf864ce65146bc12d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.073,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d878ee508a30d444a119698ab65b72fb566cc69d14f863dcf28d55b17697a8bf"
      },
      "receipt_sha256": "d878ee508a30d444a119698ab65b72fb566cc69d14f863dcf28d55b17697a8bf"
    },
    {
      "storm_id": "876599",
      "lat": 24.9915,
      "lon": -79.0208,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3753.0,
      "ebshear": 9.0,
      "srh01": 8.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1394
        },
        {
          "name": "alignment",
          "value": -0.8944
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0728
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.2407727241516113,
        "torsion": 0.0,
        "alignment": -0.8944358825683594,
        "S_field": 0.911930501461029,
        "Gamma_field": 0.3009236752986908,
        "S_over_Gamma": 3.03043794631958,
        "Da": 16.95391082763672,
        "E_coh": 0.9793370366096497,
        "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": [
          [
            [
              -79.05,
              25.03
            ],
            [
              -79.04,
              25.02
            ],
            [
              -79.03,
              25.03
            ],
            [
              -78.97,
              25.03
            ],
            [
              -78.96,
              25.01
            ],
            [
              -78.97,
              25.0
            ],
            [
              -78.97,
              24.94
            ],
            [
              -78.99,
              24.93
            ],
            [
              -79.05,
              24.93
            ],
            [
              -79.07,
              24.95
            ],
            [
              -79.05,
              24.98
            ],
            [
              -79.07,
              25.01
            ],
            [
              -79.05,
              25.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0728,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0728,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbe9a8fa631311f6e626658d0cb01e3a8644b279afd41b57e94aff5f9c1d996c"
      },
      "receipt_sha256": "bbe9a8fa631311f6e626658d0cb01e3a8644b279afd41b57e94aff5f9c1d996c"
    },
    {
      "storm_id": "876613",
      "lat": 41.0422,
      "lon": -79.4711,
      "motion_east": 2.3,
      "motion_south": 0.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2195.0,
      "ebshear": 22.0,
      "srh01": 30.0,
      "maxllaz": 0.007,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5144
        },
        {
          "name": "alignment",
          "value": -1.0861
        },
        {
          "name": "tau",
          "value": 2.5303
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0728
      },
      "coherence_score": 2.530280113220215,
      "coherence_diagnostics": {
        "tau": 2.530280113220215,
        "grad_tau": 0.33343634009361267,
        "torsion": 0.0,
        "alignment": -1.0860834121704102,
        "S_field": 1.010704517364502,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 5.225340843200684,
        "Da": 11.768556594848633,
        "E_coh": 0.9383176565170288,
        "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": [
          [
            [
              -79.48,
              41.09
            ],
            [
              -79.44,
              41.08
            ],
            [
              -79.41,
              41.05
            ],
            [
              -79.41,
              41.03
            ],
            [
              -79.45,
              40.99
            ],
            [
              -79.51,
              40.99
            ],
            [
              -79.53,
              41.01
            ],
            [
              -79.53,
              41.05
            ],
            [
              -79.48,
              41.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0728,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0728,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbe9a8fa631311f6e626658d0cb01e3a8644b279afd41b57e94aff5f9c1d996c"
      },
      "receipt_sha256": "bbe9a8fa631311f6e626658d0cb01e3a8644b279afd41b57e94aff5f9c1d996c"
    },
    {
      "storm_id": "876760",
      "lat": 41.1754,
      "lon": -84.4077,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3050.0,
      "ebshear": 16.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1394
        },
        {
          "name": "alignment",
          "value": -1.2791
        },
        {
          "name": "tau",
          "value": 2.0021
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0726
      },
      "coherence_score": 2.002114772796631,
      "coherence_diagnostics": {
        "tau": 2.002114772796631,
        "grad_tau": 0.3305896520614624,
        "torsion": 0.0,
        "alignment": -1.2790541648864746,
        "S_field": 0.23381388187408447,
        "Gamma_field": 0.39925703406333923,
        "S_over_Gamma": 0.5856224298477173,
        "Da": 22.929685592651367,
        "E_coh": 0.6159141063690186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.36,
              41.22
            ],
            [
              -84.36,
              41.2
            ],
            [
              -84.4,
              41.17
            ],
            [
              -84.4,
              41.13
            ],
            [
              -84.42,
              41.13
            ],
            [
              -84.43,
              41.12
            ],
            [
              -84.45,
              41.13
            ],
            [
              -84.43,
              41.16
            ],
            [
              -84.43,
              41.18
            ],
            [
              -84.45,
              41.2
            ],
            [
              -84.43,
              41.21
            ],
            [
              -84.38,
              41.21
            ],
            [
              -84.36,
              41.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0726,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0726,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70ca00cd9edb5100fce207fa791754001567f50756673ad092b4c230c8f28148"
      },
      "receipt_sha256": "70ca00cd9edb5100fce207fa791754001567f50756673ad092b4c230c8f28148"
    },
    {
      "storm_id": "876637",
      "lat": 27.0877,
      "lon": -80.2938,
      "motion_east": -4.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5231.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7644
        },
        {
          "name": "alignment",
          "value": 0.2782
        },
        {
          "name": "tau",
          "value": 4.0211
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0725
      },
      "coherence_score": 4.02107048034668,
      "coherence_diagnostics": {
        "tau": 4.02107048034668,
        "grad_tau": 1.2854201793670654,
        "torsion": 0.0,
        "alignment": 0.27819812297821045,
        "S_field": 1.4446810483932495,
        "Gamma_field": 0.19759033620357513,
        "S_over_Gamma": 7.311496257781982,
        "Da": 11.01552963256836,
        "E_coh": 0.9849157929420471,
        "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": [
          [
            [
              -80.28,
              27.13
            ],
            [
              -80.28,
              27.09
            ],
            [
              -80.27,
              27.08
            ],
            [
              -80.28,
              27.07
            ],
            [
              -80.27,
              27.06
            ],
            [
              -80.28,
              27.05
            ],
            [
              -80.31,
              27.05
            ],
            [
              -80.32,
              27.06
            ],
            [
              -80.31,
              27.07
            ],
            [
              -80.33,
              27.11
            ],
            [
              -80.32,
              27.12
            ],
            [
              -80.29,
              27.12
            ],
            [
              -80.28,
              27.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0725,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d954d5bc86504f4dc1c548c3ffc028c6e2c7960a60b431f01f679c71de33cd5c",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0725,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ec6288d9c686a57e50986884ac132dbff48ee473861fe09d91a4c06c4004424"
      },
      "receipt_sha256": "0ec6288d9c686a57e50986884ac132dbff48ee473861fe09d91a4c06c4004424"
    },
    {
      "storm_id": "876018",
      "lat": 30.1377,
      "lon": -90.4305,
      "motion_east": 0.0,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3937.0,
      "ebshear": 8.0,
      "srh01": 10.0,
      "maxllaz": 0.006,
      "mesh": 0.11,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8894
        },
        {
          "name": "alignment",
          "value": -1.6782
        },
        {
          "name": "tau",
          "value": 3.2006
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0721
      },
      "coherence_score": 3.200590133666992,
      "coherence_diagnostics": {
        "tau": 3.200590133666992,
        "grad_tau": 0.17587780952453613,
        "torsion": 0.0,
        "alignment": -1.678210735321045,
        "S_field": 0.7482560873031616,
        "Gamma_field": 0.34675702452659607,
        "S_over_Gamma": 2.1578686237335205,
        "Da": 22.16064453125,
        "E_coh": 0.9380462765693665,
        "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": [
          [
            [
              -90.42,
              30.24
            ],
            [
              -90.42,
              30.21
            ],
            [
              -90.41,
              30.2
            ],
            [
              -90.35,
              30.21
            ],
            [
              -90.29,
              30.16
            ],
            [
              -90.29,
              30.09
            ],
            [
              -90.32,
              30.06
            ],
            [
              -90.36,
              30.06
            ],
            [
              -90.38,
              30.07
            ],
            [
              -90.45,
              30.0
            ],
            [
              -90.47,
              30.0
            ],
            [
              -90.5,
              30.02
            ],
            [
              -90.5,
              30.09
            ],
            [
              -90.49,
              30.1
            ],
            [
              -90.5,
              30.12
            ],
            [
              -90.5,
              30.17
            ],
            [
              -90.49,
              30.18
            ],
            [
              -90.5,
              30.2
            ],
            [
              -90.49,
              30.21
            ],
            [
              -90.48,
              30.2
            ],
            [
              -90.44,
              30.2
            ],
            [
              -90.42,
              30.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0721,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3383f97330e35a4475d8e0675c38c20ce2c08ef73fbd8ecc46d0235f24029afd",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0721,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0eb967cc31ca54c089ee57a69ba573b0e7f38c00cbd56905729f9ec2d7e1ee02"
      },
      "receipt_sha256": "0eb967cc31ca54c089ee57a69ba573b0e7f38c00cbd56905729f9ec2d7e1ee02"
    },
    {
      "storm_id": "876709",
      "lat": 26.4747,
      "lon": -83.41,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5127.0,
      "ebshear": 7.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1394
        },
        {
          "name": "alignment",
          "value": 0.8915
        },
        {
          "name": "tau",
          "value": 4.0007
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0717
      },
      "coherence_score": 4.000660419464111,
      "coherence_diagnostics": {
        "tau": 4.000660419464111,
        "grad_tau": 1.298722743988037,
        "torsion": 0.0,
        "alignment": 0.8915166258811951,
        "S_field": 1.6490648984909058,
        "Gamma_field": 0.19759033620357513,
        "S_over_Gamma": 8.345878601074219,
        "Da": 11.146485328674316,
        "E_coh": 0.9801170825958252,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.41,
              26.51
            ],
            [
              -83.39,
              26.51
            ],
            [
              -83.39,
              26.5
            ],
            [
              -83.37,
              26.48
            ],
            [
              -83.35,
              26.48
            ],
            [
              -83.35,
              26.46
            ],
            [
              -83.37,
              26.45
            ],
            [
              -83.38,
              26.42
            ],
            [
              -83.45,
              26.42
            ],
            [
              -83.46,
              26.43
            ],
            [
              -83.46,
              26.47
            ],
            [
              -83.47,
              26.48
            ],
            [
              -83.47,
              26.5
            ],
            [
              -83.42,
              26.5
            ],
            [
              -83.41,
              26.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0717,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ca685dd5689dcb273b569608d907becded634518be7e4dcc5284e202f1ae359d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0717,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "712ed290419221d2b5151a41f4cd680978a8dd3fa5a6684374da414e8545136b"
      },
      "receipt_sha256": "712ed290419221d2b5151a41f4cd680978a8dd3fa5a6684374da414e8545136b"
    },
    {
      "storm_id": "876327",
      "lat": 40.4862,
      "lon": -85.9237,
      "motion_east": 5.4,
      "motion_south": 0.7,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2423.0,
      "ebshear": 17.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.59,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2644
        },
        {
          "name": "alignment",
          "value": -1.9351
        },
        {
          "name": "tau",
          "value": 2.1899
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0714
      },
      "coherence_score": 2.189877986907959,
      "coherence_diagnostics": {
        "tau": 2.189877986907959,
        "grad_tau": 0.25032588839530945,
        "torsion": 0.0,
        "alignment": -1.9351390600204468,
        "S_field": 0.6993168592453003,
        "Gamma_field": 0.19759033620357513,
        "S_over_Gamma": 3.5392260551452637,
        "Da": 11.996816635131836,
        "E_coh": 0.8965457081794739,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.92,
              40.52
            ],
            [
              -85.89,
              40.5
            ],
            [
              -85.89,
              40.45
            ],
            [
              -85.93,
              40.43
            ],
            [
              -85.95,
              40.45
            ],
            [
              -85.96,
              40.51
            ],
            [
              -85.93,
              40.51
            ],
            [
              -85.92,
              40.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0714,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "73f667029caa482e7e20a15a2bcd1be13aa9bb315ab796fe19df6a20f78ed348",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0714,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b744a7ec7c8a582936a1883238ff041a9e60846b25d1030af22d9bf66c9b3b21"
      },
      "receipt_sha256": "b744a7ec7c8a582936a1883238ff041a9e60846b25d1030af22d9bf66c9b3b21"
    },
    {
      "storm_id": "876781",
      "lat": 24.2354,
      "lon": -81.3431,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4567.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": -0.2069
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.071
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.5013961791992188,
        "torsion": 0.0,
        "alignment": -0.20693588256835938,
        "S_field": 1.3212265968322754,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 6.715016841888428,
        "Da": 11.049367904663086,
        "E_coh": 0.9837965965270996,
        "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": [
          [
            [
              -81.32,
              24.27
            ],
            [
              -81.3,
              24.26
            ],
            [
              -81.31,
              24.25
            ],
            [
              -81.31,
              24.21
            ],
            [
              -81.33,
              24.21
            ],
            [
              -81.36,
              24.19
            ],
            [
              -81.38,
              24.2
            ],
            [
              -81.39,
              24.22
            ],
            [
              -81.38,
              24.22
            ],
            [
              -81.36,
              24.24
            ],
            [
              -81.37,
              24.26
            ],
            [
              -81.33,
              24.26
            ],
            [
              -81.32,
              24.27
            ]
          ]
        ]
      },
      "raw_probability": 0.071,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9975770156538d08ef34e2e70a73cef2df64b6b1f60384dd66467832d088b760",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.071,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9130afa8ec47e1be3c7527d32b286cf6f58e9db436867bee448f4eaac5261562"
      },
      "receipt_sha256": "9130afa8ec47e1be3c7527d32b286cf6f58e9db436867bee448f4eaac5261562"
    },
    {
      "storm_id": "876579",
      "lat": 30.8538,
      "lon": -90.7325,
      "motion_east": 5.5,
      "motion_south": 0.4,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3524.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3894
        },
        {
          "name": "alignment",
          "value": -1.0024
        },
        {
          "name": "tau",
          "value": 3.1106
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0706
      },
      "coherence_score": 3.1106209754943848,
      "coherence_diagnostics": {
        "tau": 3.1106209754943848,
        "grad_tau": 0.4167220890522003,
        "torsion": 0.0,
        "alignment": -1.0023901462554932,
        "S_field": 1.4318581819534302,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.788514137268066,
        "Da": 13.628482818603516,
        "E_coh": 0.9882451295852661,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.7,
              30.94
            ],
            [
              -90.69,
              30.92
            ],
            [
              -90.7,
              30.91
            ],
            [
              -90.7,
              30.81
            ],
            [
              -90.71,
              30.8
            ],
            [
              -90.71,
              30.78
            ],
            [
              -90.72,
              30.77
            ],
            [
              -90.73,
              30.78
            ],
            [
              -90.77,
              30.78
            ],
            [
              -90.8,
              30.81
            ],
            [
              -90.79,
              30.86
            ],
            [
              -90.77,
              30.88
            ],
            [
              -90.77,
              30.89
            ],
            [
              -90.74,
              30.89
            ],
            [
              -90.72,
              30.9
            ],
            [
              -90.7,
              30.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0706,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "55e0f0d9575191a75e83b5c7087142d12028a6266e0844fa5347e16d6a6423e1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0706,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b6fce9ff5d4e5ab13f31e9e5a25720b0ee2f2d31492ecdf7765813d58729731c"
      },
      "receipt_sha256": "b6fce9ff5d4e5ab13f31e9e5a25720b0ee2f2d31492ecdf7765813d58729731c"
    },
    {
      "storm_id": "875881",
      "lat": 41.4648,
      "lon": -83.7743,
      "motion_east": 2.0,
      "motion_south": 2.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2445.0,
      "ebshear": 26.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1394
        },
        {
          "name": "alignment",
          "value": -1.2791
        },
        {
          "name": "tau",
          "value": 2.0021
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0703
      },
      "coherence_score": 2.002114772796631,
      "coherence_diagnostics": {
        "tau": 2.002114772796631,
        "grad_tau": 0.3305896520614624,
        "torsion": 0.0,
        "alignment": -1.2790541648864746,
        "S_field": 0.23381388187408447,
        "Gamma_field": 0.39925703406333923,
        "S_over_Gamma": 0.5856224298477173,
        "Da": 22.929685592651367,
        "E_coh": 0.6159141063690186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.83,
              41.53
            ],
            [
              -83.75,
              41.53
            ],
            [
              -83.74,
              41.52
            ],
            [
              -83.72,
              41.52
            ],
            [
              -83.71,
              41.51
            ],
            [
              -83.69,
              41.51
            ],
            [
              -83.65,
              41.49
            ],
            [
              -83.64,
              41.48
            ],
            [
              -83.64,
              41.43
            ],
            [
              -83.68,
              41.39
            ],
            [
              -83.74,
              41.38
            ],
            [
              -83.75,
              41.36
            ],
            [
              -83.75,
              41.41
            ],
            [
              -83.77,
              41.43
            ],
            [
              -83.84,
              41.42
            ],
            [
              -83.85,
              41.4
            ],
            [
              -83.9,
              41.4
            ],
            [
              -83.89,
              41.46
            ],
            [
              -83.87,
              41.47
            ],
            [
              -83.87,
              41.49
            ],
            [
              -83.85,
              41.51
            ],
            [
              -83.85,
              41.52
            ],
            [
              -83.83,
              41.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0703,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d5e428b7924aeac766f462f9568cc70c75fac3d14eab67a9e1527a201d4b79e3",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0703,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e617baa08f50d2fc2763f397f585356c331b2a680983a17e84032220917c274"
      },
      "receipt_sha256": "9e617baa08f50d2fc2763f397f585356c331b2a680983a17e84032220917c274"
    },
    {
      "storm_id": "876725",
      "lat": 40.6286,
      "lon": -81.4964,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2160.0,
      "ebshear": 22.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": 1.8519
        },
        {
          "name": "tau",
          "value": 2.917
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0703
      },
      "coherence_score": 2.9170353412628174,
      "coherence_diagnostics": {
        "tau": 2.9170353412628174,
        "grad_tau": 0.17823971807956696,
        "torsion": 0.0,
        "alignment": 1.851865291595459,
        "S_field": 1.1231518983840942,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 5.757086277008057,
        "Da": 11.667009353637695,
        "E_coh": 0.9280768632888794,
        "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": [
          [
            [
              -81.58,
              40.67
            ],
            [
              -81.44,
              40.66
            ],
            [
              -81.43,
              40.65
            ],
            [
              -81.44,
              40.65
            ],
            [
              -81.46,
              40.63
            ],
            [
              -81.46,
              40.6
            ],
            [
              -81.45,
              40.59
            ],
            [
              -81.5,
              40.59
            ],
            [
              -81.5,
              40.6
            ],
            [
              -81.52,
              40.61
            ],
            [
              -81.5,
              40.62
            ],
            [
              -81.51,
              40.63
            ],
            [
              -81.58,
              40.63
            ],
            [
              -81.58,
              40.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0703,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d5e428b7924aeac766f462f9568cc70c75fac3d14eab67a9e1527a201d4b79e3",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0703,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e617baa08f50d2fc2763f397f585356c331b2a680983a17e84032220917c274"
      },
      "receipt_sha256": "9e617baa08f50d2fc2763f397f585356c331b2a680983a17e84032220917c274"
    },
    {
      "storm_id": "875593",
      "lat": 34.0209,
      "lon": -82.8491,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2808.0,
      "ebshear": 8.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": 1.3304
        },
        {
          "name": "tau",
          "value": 3.8221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0702
      },
      "coherence_score": 3.8220651149749756,
      "coherence_diagnostics": {
        "tau": 3.8220651149749756,
        "grad_tau": 0.20213472843170166,
        "torsion": 0.0,
        "alignment": 1.3303639888763428,
        "S_field": 1.3089793920516968,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.205939292907715,
        "Da": 14.043122291564941,
        "E_coh": 0.9643734693527222,
        "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": [
          [
            [
              -82.86,
              34.06
            ],
            [
              -82.8,
              34.06
            ],
            [
              -82.8,
              34.03
            ],
            [
              -82.81,
              34.02
            ],
            [
              -82.81,
              34.0
            ],
            [
              -82.84,
              33.97
            ],
            [
              -82.89,
              33.97
            ],
            [
              -82.9,
              34.0
            ],
            [
              -82.89,
              34.01
            ],
            [
              -82.88,
              34.05
            ],
            [
              -82.86,
              34.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0702,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "70d87bae55f813534e68658ad5d8c5018a17c6b729e5958fb5c180ea0b021c90",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0702,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0676952971ff82e7acfa0d3137de0f472f931655b8bca9dda78c6e0cc8df6ed0"
      },
      "receipt_sha256": "0676952971ff82e7acfa0d3137de0f472f931655b8bca9dda78c6e0cc8df6ed0"
    },
    {
      "storm_id": "876346",
      "lat": 25.1711,
      "lon": -83.6589,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4531.0,
      "ebshear": 7.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2644
        },
        {
          "name": "alignment",
          "value": 1.1681
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0702
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.2013633251190186,
        "torsion": 0.0,
        "alignment": 1.1680641174316406,
        "S_field": 1.0810999870300293,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 5.271335601806641,
        "Da": 11.746561050415039,
        "E_coh": 0.976256787776947,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.68,
              25.21
            ],
            [
              -83.63,
              25.21
            ],
            [
              -83.61,
              25.19
            ],
            [
              -83.61,
              25.15
            ],
            [
              -83.64,
              25.12
            ],
            [
              -83.68,
              25.12
            ],
            [
              -83.7,
              25.15
            ],
            [
              -83.7,
              25.18
            ],
            [
              -83.68,
              25.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0702,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "70d87bae55f813534e68658ad5d8c5018a17c6b729e5958fb5c180ea0b021c90",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0702,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0676952971ff82e7acfa0d3137de0f472f931655b8bca9dda78c6e0cc8df6ed0"
      },
      "receipt_sha256": "0676952971ff82e7acfa0d3137de0f472f931655b8bca9dda78c6e0cc8df6ed0"
    },
    {
      "storm_id": "876590",
      "lat": 26.7,
      "lon": -83.68,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4412.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": 0.7221
        },
        {
          "name": "tau",
          "value": 3.7103
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0702
      },
      "coherence_score": 3.7102580070495605,
      "coherence_diagnostics": {
        "tau": 3.7102580070495605,
        "grad_tau": 1.2592244148254395,
        "torsion": 0.0,
        "alignment": 0.7220941781997681,
        "S_field": 1.3559297323226929,
        "Gamma_field": 0.1942570060491562,
        "S_over_Gamma": 6.980081558227539,
        "Da": 11.429065704345703,
        "E_coh": 0.9538860321044922,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.76,
              26.74
            ],
            [
              -83.67,
              26.74
            ],
            [
              -83.66,
              26.73
            ],
            [
              -83.64,
              26.73
            ],
            [
              -83.65,
              26.71
            ],
            [
              -83.64,
              26.69
            ],
            [
              -83.65,
              26.67
            ],
            [
              -83.65,
              26.64
            ],
            [
              -83.67,
              26.64
            ],
            [
              -83.73,
              26.67
            ],
            [
              -83.76,
              26.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0702,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "70d87bae55f813534e68658ad5d8c5018a17c6b729e5958fb5c180ea0b021c90",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0702,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0676952971ff82e7acfa0d3137de0f472f931655b8bca9dda78c6e0cc8df6ed0"
      },
      "receipt_sha256": "0676952971ff82e7acfa0d3137de0f472f931655b8bca9dda78c6e0cc8df6ed0"
    },
    {
      "storm_id": "875539",
      "lat": 41.0158,
      "lon": -79.7092,
      "motion_east": 3.4,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2338.0,
      "ebshear": 22.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5144
        },
        {
          "name": "alignment",
          "value": -1.0861
        },
        {
          "name": "tau",
          "value": 2.5303
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0695
      },
      "coherence_score": 2.530280113220215,
      "coherence_diagnostics": {
        "tau": 2.530280113220215,
        "grad_tau": 0.33343634009361267,
        "torsion": 0.0,
        "alignment": -1.0860834121704102,
        "S_field": 1.010704517364502,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 5.225340843200684,
        "Da": 11.768556594848633,
        "E_coh": 0.9383176565170288,
        "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": [
          [
            [
              -79.75,
              41.05
            ],
            [
              -79.73,
              41.05
            ],
            [
              -79.72,
              41.04
            ],
            [
              -79.69,
              41.05
            ],
            [
              -79.65,
              41.03
            ],
            [
              -79.65,
              40.98
            ],
            [
              -79.68,
              40.96
            ],
            [
              -79.69,
              40.97
            ],
            [
              -79.72,
              40.97
            ],
            [
              -79.74,
              41.0
            ],
            [
              -79.74,
              41.04
            ],
            [
              -79.75,
              41.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0695,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "7efbcf01c88f8d81fac20f31673120dab9511ddbd3258ecf9e023068f3f104fb",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0695,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3bc107072632a6a9831d74384a4860e390218c0a239363a578c35ef5d554b622"
      },
      "receipt_sha256": "3bc107072632a6a9831d74384a4860e390218c0a239363a578c35ef5d554b622"
    },
    {
      "storm_id": "876338",
      "lat": 30.8104,
      "lon": -88.0275,
      "motion_east": 3.1,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3166.0,
      "ebshear": 12.0,
      "srh01": 1.0,
      "maxllaz": 0.004,
      "mesh": 0.39,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2644
        },
        {
          "name": "alignment",
          "value": -1.2481
        },
        {
          "name": "tau",
          "value": 3.8674
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0693
      },
      "coherence_score": 3.867391586303711,
      "coherence_diagnostics": {
        "tau": 3.867391586303711,
        "grad_tau": 0.45554354786872864,
        "torsion": 0.0,
        "alignment": -1.2480823993682861,
        "S_field": 1.2478153705596924,
        "Gamma_field": 0.2359236627817154,
        "S_over_Gamma": 5.289063930511475,
        "Da": 15.036848068237305,
        "E_coh": 0.9778059124946594,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.07,
              30.92
            ],
            [
              -88.05,
              30.92
            ],
            [
              -88.06,
              30.91
            ],
            [
              -88.05,
              30.9
            ],
            [
              -88.02,
              30.9
            ],
            [
              -88.0,
              30.88
            ],
            [
              -87.98,
              30.88
            ],
            [
              -87.96,
              30.86
            ],
            [
              -87.96,
              30.82
            ],
            [
              -87.95,
              30.81
            ],
            [
              -87.95,
              30.78
            ],
            [
              -87.96,
              30.77
            ],
            [
              -87.97,
              30.73
            ],
            [
              -87.99,
              30.71
            ],
            [
              -88.0,
              30.71
            ],
            [
              -88.02,
              30.67
            ],
            [
              -88.04,
              30.66
            ],
            [
              -88.06,
              30.67
            ],
            [
              -88.06,
              30.69
            ],
            [
              -88.08,
              30.71
            ],
            [
              -88.08,
              30.77
            ],
            [
              -88.07,
              30.78
            ],
            [
              -88.07,
              30.82
            ],
            [
              -88.06,
              30.83
            ],
            [
              -88.06,
              30.88
            ],
            [
              -88.07,
              30.89
            ],
            [
              -88.06,
              30.9
            ],
            [
              -88.07,
              30.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0693,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "939472aaf682a7fc001c9c107a103efe5a7a0e4c04939fd8ac94f90450d13674",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0693,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3e5bd2dd764c2270d9666f1d2f19c0fc5a86f424b6579c5236945756bbf5395"
      },
      "receipt_sha256": "d3e5bd2dd764c2270d9666f1d2f19c0fc5a86f424b6579c5236945756bbf5395"
    },
    {
      "storm_id": "876607",
      "lat": 41.396,
      "lon": -79.089,
      "motion_east": 3.6,
      "motion_south": 0.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1832.0,
      "ebshear": 24.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5144
        },
        {
          "name": "alignment",
          "value": -1.0861
        },
        {
          "name": "tau",
          "value": 2.5303
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0691
      },
      "coherence_score": 2.530280113220215,
      "coherence_diagnostics": {
        "tau": 2.530280113220215,
        "grad_tau": 0.33343634009361267,
        "torsion": 0.0,
        "alignment": -1.0860834121704102,
        "S_field": 1.010704517364502,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 5.225340843200684,
        "Da": 11.768556594848633,
        "E_coh": 0.9383176565170288,
        "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": [
          [
            [
              -79.09,
              41.45
            ],
            [
              -79.05,
              41.43
            ],
            [
              -79.05,
              41.37
            ],
            [
              -79.07,
              41.37
            ],
            [
              -79.08,
              41.36
            ],
            [
              -79.12,
              41.35
            ],
            [
              -79.12,
              41.37
            ],
            [
              -79.11,
              41.38
            ],
            [
              -79.11,
              41.43
            ],
            [
              -79.09,
              41.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0691,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9ff0ee775cfa8203c67b13c98941a2b2009a4bc5c50eb83be2af6dabb6961ce5",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0691,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5d199001dbfa58eac4c86669f2e30259e66ad63010e36bedd9c681999d3f81e"
      },
      "receipt_sha256": "e5d199001dbfa58eac4c86669f2e30259e66ad63010e36bedd9c681999d3f81e"
    },
    {
      "storm_id": "876744",
      "lat": 32.0235,
      "lon": -85.6818,
      "motion_east": 5.3,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2561.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3894
        },
        {
          "name": "alignment",
          "value": -0.8885
        },
        {
          "name": "tau",
          "value": 3.7655
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0691
      },
      "coherence_score": 3.7654762268066406,
      "coherence_diagnostics": {
        "tau": 3.7654762268066406,
        "grad_tau": 0.27814337611198425,
        "torsion": 0.0,
        "alignment": -0.8885048031806946,
        "S_field": 1.0078707933425903,
        "Gamma_field": 0.2542570233345032,
        "S_over_Gamma": 3.9639840126037598,
        "Da": 16.11020851135254,
        "E_coh": 0.9769260883331299,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.7,
              32.08
            ],
            [
              -85.67,
              32.08
            ],
            [
              -85.64,
              32.06
            ],
            [
              -85.64,
              32.05
            ],
            [
              -85.62,
              32.03
            ],
            [
              -85.63,
              32.02
            ],
            [
              -85.61,
              31.99
            ],
            [
              -85.61,
              31.97
            ],
            [
              -85.68,
              31.97
            ],
            [
              -85.69,
              31.96
            ],
            [
              -85.72,
              31.96
            ],
            [
              -85.73,
              31.98
            ],
            [
              -85.73,
              32.03
            ],
            [
              -85.75,
              32.04
            ],
            [
              -85.74,
              32.04
            ],
            [
              -85.73,
              32.06
            ],
            [
              -85.7,
              32.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0691,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9ff0ee775cfa8203c67b13c98941a2b2009a4bc5c50eb83be2af6dabb6961ce5",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0691,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5d199001dbfa58eac4c86669f2e30259e66ad63010e36bedd9c681999d3f81e"
      },
      "receipt_sha256": "e5d199001dbfa58eac4c86669f2e30259e66ad63010e36bedd9c681999d3f81e"
    },
    {
      "storm_id": "876387",
      "lat": 34.385,
      "lon": -82.6717,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2098.0,
      "ebshear": 3.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8894
        },
        {
          "name": "alignment",
          "value": 1.0162
        },
        {
          "name": "tau",
          "value": 3.6667
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 3.6667349338531494,
      "coherence_diagnostics": {
        "tau": 3.6667349338531494,
        "grad_tau": 0.37142449617385864,
        "torsion": 0.0,
        "alignment": 1.0162434577941895,
        "S_field": 1.2253868579864502,
        "Gamma_field": 0.2125903218984604,
        "S_over_Gamma": 5.764076232910156,
        "Da": 13.881866455078125,
        "E_coh": 0.9762526154518127,
        "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": [
          [
            [
              -82.68,
              34.48
            ],
            [
              -82.65,
              34.48
            ],
            [
              -82.64,
              34.47
            ],
            [
              -82.65,
              34.45
            ],
            [
              -82.63,
              34.42
            ],
            [
              -82.63,
              34.41
            ],
            [
              -82.65,
              34.39
            ],
            [
              -82.63,
              34.35
            ],
            [
              -82.64,
              34.34
            ],
            [
              -82.64,
              34.31
            ],
            [
              -82.63,
              34.3
            ],
            [
              -82.65,
              34.28
            ],
            [
              -82.66,
              34.28
            ],
            [
              -82.68,
              34.3
            ],
            [
              -82.71,
              34.3
            ],
            [
              -82.7,
              34.32
            ],
            [
              -82.73,
              34.36
            ],
            [
              -82.73,
              34.37
            ],
            [
              -82.7,
              34.39
            ],
            [
              -82.72,
              34.41
            ],
            [
              -82.72,
              34.42
            ],
            [
              -82.68,
              34.46
            ],
            [
              -82.69,
              34.47
            ],
            [
              -82.68,
              34.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0687,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01aa66f7b7207bd7b270bf2c248d32f2e0518e4d98b761d7cc933e278d933316"
      },
      "receipt_sha256": "01aa66f7b7207bd7b270bf2c248d32f2e0518e4d98b761d7cc933e278d933316"
    },
    {
      "storm_id": "876596",
      "lat": 26.195,
      "lon": -78.6925,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4799.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1394
        },
        {
          "name": "alignment",
          "value": 0.1227
        },
        {
          "name": "tau",
          "value": 2.4641
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 2.4641058444976807,
      "coherence_diagnostics": {
        "tau": 2.4641058444976807,
        "grad_tau": 2.023345947265625,
        "torsion": 0.0,
        "alignment": 0.12269484996795654,
        "S_field": 1.664788007736206,
        "Gamma_field": 0.1784236580133438,
        "S_over_Gamma": 9.330533981323242,
        "Da": 9.954115867614746,
        "E_coh": 0.9886980056762695,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.71,
              26.23
            ],
            [
              -78.68,
              26.23
            ],
            [
              -78.67,
              26.22
            ],
            [
              -78.67,
              26.16
            ],
            [
              -78.68,
              26.15
            ],
            [
              -78.69,
              26.15
            ],
            [
              -78.73,
              26.19
            ],
            [
              -78.71,
              26.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0687,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01aa66f7b7207bd7b270bf2c248d32f2e0518e4d98b761d7cc933e278d933316"
      },
      "receipt_sha256": "01aa66f7b7207bd7b270bf2c248d32f2e0518e4d98b761d7cc933e278d933316"
    },
    {
      "storm_id": "876651",
      "lat": 40.765,
      "lon": -81.9629,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2480.0,
      "ebshear": 25.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2644
        },
        {
          "name": "alignment",
          "value": 0.8994
        },
        {
          "name": "tau",
          "value": 2.794
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 2.7939963340759277,
      "coherence_diagnostics": {
        "tau": 2.7939963340759277,
        "grad_tau": 0.2446044683456421,
        "torsion": 0.0,
        "alignment": 0.8994045257568359,
        "S_field": 0.8462574481964111,
        "Gamma_field": 0.18925699591636658,
        "S_over_Gamma": 4.471472263336182,
        "Da": 11.266600608825684,
        "E_coh": 0.9669468998908997,
        "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": [
          [
            [
              -81.98,
              40.8
            ],
            [
              -81.96,
              40.8
            ],
            [
              -81.95,
              40.79
            ],
            [
              -81.91,
              40.79
            ],
            [
              -81.9,
              40.78
            ],
            [
              -81.9,
              40.74
            ],
            [
              -81.92,
              40.72
            ],
            [
              -81.98,
              40.72
            ],
            [
              -82.0,
              40.73
            ],
            [
              -81.99,
              40.74
            ],
            [
              -82.0,
              40.75
            ],
            [
              -82.0,
              40.77
            ],
            [
              -82.01,
              40.78
            ],
            [
              -81.98,
              40.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0687,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01aa66f7b7207bd7b270bf2c248d32f2e0518e4d98b761d7cc933e278d933316"
      },
      "receipt_sha256": "01aa66f7b7207bd7b270bf2c248d32f2e0518e4d98b761d7cc933e278d933316"
    },
    {
      "storm_id": "876135",
      "lat": 31.484,
      "lon": -87.6692,
      "motion_east": 3.8,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3011.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.48,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3894
        },
        {
          "name": "alignment",
          "value": -1.6343
        },
        {
          "name": "tau",
          "value": 3.5362
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0686
      },
      "coherence_score": 3.5361649990081787,
      "coherence_diagnostics": {
        "tau": 3.5361649990081787,
        "grad_tau": 0.5308579802513123,
        "torsion": 0.0,
        "alignment": -1.634344220161438,
        "S_field": 1.174393653869629,
        "Gamma_field": 0.21759033203125,
        "S_over_Gamma": 5.397269248962402,
        "Da": 13.928999900817871,
        "E_coh": 0.952744722366333,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.62,
              31.55
            ],
            [
              -87.56,
              31.55
            ],
            [
              -87.55,
              31.54
            ],
            [
              -87.57,
              31.5
            ],
            [
              -87.58,
              31.52
            ],
            [
              -87.59,
              31.51
            ],
            [
              -87.59,
              31.47
            ],
            [
              -87.6,
              31.47
            ],
            [
              -87.62,
              31.45
            ],
            [
              -87.62,
              31.43
            ],
            [
              -87.63,
              31.42
            ],
            [
              -87.65,
              31.41
            ],
            [
              -87.68,
              31.41
            ],
            [
              -87.71,
              31.39
            ],
            [
              -87.73,
              31.39
            ],
            [
              -87.76,
              31.43
            ],
            [
              -87.76,
              31.46
            ],
            [
              -87.79,
              31.48
            ],
            [
              -87.8,
              31.52
            ],
            [
              -87.81,
              31.53
            ],
            [
              -87.8,
              31.54
            ],
            [
              -87.73,
              31.54
            ],
            [
              -87.72,
              31.53
            ],
            [
              -87.64,
              31.51
            ],
            [
              -87.62,
              31.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0686,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "958d72078d5ded8620f8e8813c51f1e57495f761b44c908608a3dc8c8811c5be",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0686,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c31d5e397443d74f9d14338190b4175375d8ffc1d526f2e0378aa3ab8c527d2"
      },
      "receipt_sha256": "3c31d5e397443d74f9d14338190b4175375d8ffc1d526f2e0378aa3ab8c527d2"
    },
    {
      "storm_id": "876716",
      "lat": 25.8062,
      "lon": -96.2331,
      "motion_east": 4.6,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3637.0,
      "ebshear": 13.0,
      "srh01": 66.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6394
        },
        {
          "name": "alignment",
          "value": 3.6977
        },
        {
          "name": "tau",
          "value": 0.7771
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0686
      },
      "coherence_score": 0.7771347165107727,
      "coherence_diagnostics": {
        "tau": 0.7771347165107727,
        "grad_tau": 0.7551702260971069,
        "torsion": 0.0,
        "alignment": 3.6977062225341797,
        "S_field": 0.37858957052230835,
        "Gamma_field": 0.5150903463363647,
        "S_over_Gamma": 0.7349964380264282,
        "Da": 33.25611877441406,
        "E_coh": 0.9200025200843811,
        "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": [
          [
            [
              -96.27,
              25.86
            ],
            [
              -96.24,
              25.86
            ],
            [
              -96.21,
              25.83
            ],
            [
              -96.2,
              25.8
            ],
            [
              -96.18,
              25.78
            ],
            [
              -96.18,
              25.76
            ],
            [
              -96.19,
              25.75
            ],
            [
              -96.23,
              25.75
            ],
            [
              -96.23,
              25.76
            ],
            [
              -96.27,
              25.8
            ],
            [
              -96.28,
              25.82
            ],
            [
              -96.28,
              25.85
            ],
            [
              -96.27,
              25.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0686,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "958d72078d5ded8620f8e8813c51f1e57495f761b44c908608a3dc8c8811c5be",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0686,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c31d5e397443d74f9d14338190b4175375d8ffc1d526f2e0378aa3ab8c527d2"
      },
      "receipt_sha256": "3c31d5e397443d74f9d14338190b4175375d8ffc1d526f2e0378aa3ab8c527d2"
    },
    {
      "storm_id": "875576",
      "lat": 29.0064,
      "lon": -92.0745,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4105.0,
      "ebshear": 8.0,
      "srh01": 3.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7644
        },
        {
          "name": "alignment",
          "value": -1.1968
        },
        {
          "name": "tau",
          "value": 3.298
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0681
      },
      "coherence_score": 3.298024892807007,
      "coherence_diagnostics": {
        "tau": 3.298024892807007,
        "grad_tau": 0.31396937370300293,
        "torsion": 0.0,
        "alignment": -1.196807622909546,
        "S_field": 0.5157408118247986,
        "Gamma_field": 0.38759034872055054,
        "S_over_Gamma": 1.3306337594985962,
        "Da": 24.399106979370117,
        "E_coh": 0.87493497133255,
        "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": [
          [
            [
              -92.09,
              29.05
            ],
            [
              -92.03,
              29.05
            ],
            [
              -92.01,
              29.04
            ],
            [
              -92.01,
              28.99
            ],
            [
              -92.03,
              28.97
            ],
            [
              -92.07,
              28.96
            ],
            [
              -92.08,
              28.95
            ],
            [
              -92.14,
              28.97
            ],
            [
              -92.14,
              29.01
            ],
            [
              -92.13,
              29.03
            ],
            [
              -92.09,
              29.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0681,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "053795b3129597ba519cc7fd38d767cdc19d3d660c7924ef55b5fd6500bf66ce",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0681,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ce4d9d4c74bb107893bac4afa2b14b857016cba33a35ec90b401c67e6913620"
      },
      "receipt_sha256": "3ce4d9d4c74bb107893bac4afa2b14b857016cba33a35ec90b401c67e6913620"
    },
    {
      "storm_id": "876776",
      "lat": 30.801,
      "lon": -89.291,
      "motion_east": 5.3,
      "motion_south": 0.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2471.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3894
        },
        {
          "name": "alignment",
          "value": -2.0187
        },
        {
          "name": "tau",
          "value": 3.2195
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0678
      },
      "coherence_score": 3.2195329666137695,
      "coherence_diagnostics": {
        "tau": 3.2195329666137695,
        "grad_tau": 0.3720985949039459,
        "torsion": 0.0,
        "alignment": -2.018688201904297,
        "S_field": 0.8147294521331787,
        "Gamma_field": 0.27925702929496765,
        "S_over_Gamma": 2.917489528656006,
        "Da": 17.7702693939209,
        "E_coh": 0.954254686832428,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.29,
              30.85
            ],
            [
              -89.24,
              30.85
            ],
            [
              -89.23,
              30.83
            ],
            [
              -89.27,
              30.75
            ],
            [
              -89.31,
              30.75
            ],
            [
              -89.33,
              30.74
            ],
            [
              -89.33,
              30.78
            ],
            [
              -89.32,
              30.8
            ],
            [
              -89.3,
              30.81
            ],
            [
              -89.29,
              30.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0678,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "457dab6fb203faf1a2ce3be174296a3cda662ec26e0bd3deecec0f44dfa346f0",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0678,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a52726b15d16327148802f30803d829dc1da593975f25a4d01d04aa9d5be2678"
      },
      "receipt_sha256": "a52726b15d16327148802f30803d829dc1da593975f25a4d01d04aa9d5be2678"
    },
    {
      "storm_id": "876508",
      "lat": 24.5673,
      "lon": -82.6647,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4939.0,
      "ebshear": 9.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7644
        },
        {
          "name": "alignment",
          "value": 0.7931
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0677
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.4977622032165527,
        "torsion": 0.0,
        "alignment": 0.7930641174316406,
        "S_field": 1.3659141063690186,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 7.001444339752197,
        "Da": 11.041366577148438,
        "E_coh": 0.9791744947433472,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.65,
              24.62
            ],
            [
              -82.64,
              24.6
            ],
            [
              -82.6,
              24.59
            ],
            [
              -82.62,
              24.56
            ],
            [
              -82.62,
              24.53
            ],
            [
              -82.63,
              24.52
            ],
            [
              -82.68,
              24.52
            ],
            [
              -82.69,
              24.51
            ],
            [
              -82.7,
              24.52
            ],
            [
              -82.7,
              24.56
            ],
            [
              -82.71,
              24.57
            ],
            [
              -82.71,
              24.59
            ],
            [
              -82.7,
              24.6
            ],
            [
              -82.67,
              24.6
            ],
            [
              -82.65,
              24.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0677,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a7d117ef25d4ce0d20dd46b9cfb6631e248d90807c09f1388bc6bc9779595aa5",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0677,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6082ccb51e578a8ead63940896ccc796227d6e04bd9abab7fbfccaa0e927385"
      },
      "receipt_sha256": "c6082ccb51e578a8ead63940896ccc796227d6e04bd9abab7fbfccaa0e927385"
    },
    {
      "storm_id": "876630",
      "lat": 33.6686,
      "lon": -81.4193,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2720.0,
      "ebshear": 18.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1394
        },
        {
          "name": "alignment",
          "value": -1.0589
        },
        {
          "name": "tau",
          "value": 3.9428
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0674
      },
      "coherence_score": 3.942810535430908,
      "coherence_diagnostics": {
        "tau": 3.942810535430908,
        "grad_tau": 0.22355279326438904,
        "torsion": 0.0,
        "alignment": -1.0589152574539185,
        "S_field": 1.0207468271255493,
        "Gamma_field": 0.23675699532032013,
        "S_over_Gamma": 4.3113694190979,
        "Da": 15.1337890625,
        "E_coh": 0.9461744427680969,
        "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,
              33.71
            ],
            [
              -81.38,
              33.7
            ],
            [
              -81.38,
              33.68
            ],
            [
              -81.35,
              33.64
            ],
            [
              -81.38,
              33.62
            ],
            [
              -81.44,
              33.62
            ],
            [
              -81.45,
              33.63
            ],
            [
              -81.47,
              33.63
            ],
            [
              -81.47,
              33.65
            ],
            [
              -81.44,
              33.68
            ],
            [
              -81.44,
              33.69
            ],
            [
              -81.46,
              33.7
            ],
            [
              -81.41,
              33.7
            ],
            [
              -81.4,
              33.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0674,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0674,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e3ccb2a423e15be25e7ba133b514dd75f3fbd9eeb676a724fea88af8a573c5c7"
      },
      "receipt_sha256": "e3ccb2a423e15be25e7ba133b514dd75f3fbd9eeb676a724fea88af8a573c5c7"
    },
    {
      "storm_id": "876710",
      "lat": 26.395,
      "lon": -97.5872,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2226.0,
      "ebshear": 12.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2644
        },
        {
          "name": "alignment",
          "value": 2.943
        },
        {
          "name": "tau",
          "value": 0.5833
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0668
      },
      "coherence_score": 0.5832815170288086,
      "coherence_diagnostics": {
        "tau": 0.5832815170288086,
        "grad_tau": 0.5189056396484375,
        "torsion": 0.0,
        "alignment": 2.942955493927002,
        "S_field": 0.4705830216407776,
        "Gamma_field": 0.5417569875717163,
        "S_over_Gamma": 0.8686237931251526,
        "Da": 33.48000717163086,
        "E_coh": 0.8174871802330017,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.62,
              26.49
            ],
            [
              -97.59,
              26.48
            ],
            [
              -97.57,
              26.46
            ],
            [
              -97.57,
              26.42
            ],
            [
              -97.55,
              26.4
            ],
            [
              -97.58,
              26.37
            ],
            [
              -97.58,
              26.36
            ],
            [
              -97.57,
              26.35
            ],
            [
              -97.57,
              26.33
            ],
            [
              -97.55,
              26.32
            ],
            [
              -97.59,
              26.32
            ],
            [
              -97.61,
              26.34
            ],
            [
              -97.61,
              26.36
            ],
            [
              -97.59,
              26.37
            ],
            [
              -97.59,
              26.39
            ],
            [
              -97.61,
              26.41
            ],
            [
              -97.6,
              26.45
            ],
            [
              -97.62,
              26.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0668,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "07e0c0b6e7f6d099fad68aba5b018ef3a00795f1dedc4cde58758c5393707cee",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0668,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30a72c5ac5dcc043983d3b4cb483763a056d5816040c3fe6a0013a796730c610"
      },
      "receipt_sha256": "30a72c5ac5dcc043983d3b4cb483763a056d5816040c3fe6a0013a796730c610"
    },
    {
      "storm_id": "876719",
      "lat": 24.4342,
      "lon": -83.7426,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5312.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2644
        },
        {
          "name": "alignment",
          "value": 1.1681
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0666
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.2013633251190186,
        "torsion": 0.0,
        "alignment": 1.1680641174316406,
        "S_field": 1.0810999870300293,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 5.271335601806641,
        "Da": 11.746561050415039,
        "E_coh": 0.976256787776947,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.75,
              24.49
            ],
            [
              -83.73,
              24.49
            ],
            [
              -83.72,
              24.48
            ],
            [
              -83.72,
              24.45
            ],
            [
              -83.71,
              24.44
            ],
            [
              -83.7,
              24.45
            ],
            [
              -83.7,
              24.4
            ],
            [
              -83.69,
              24.38
            ],
            [
              -83.7,
              24.39
            ],
            [
              -83.73,
              24.39
            ],
            [
              -83.74,
              24.4
            ],
            [
              -83.76,
              24.39
            ],
            [
              -83.8,
              24.4
            ],
            [
              -83.8,
              24.42
            ],
            [
              -83.79,
              24.42
            ],
            [
              -83.77,
              24.44
            ],
            [
              -83.77,
              24.46
            ],
            [
              -83.78,
              24.47
            ],
            [
              -83.75,
              24.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0666,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0666,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "300c2fd52ccdfb8cbd8b9cabbaee2853a401ee6164dc7e406362afe5facc1522"
      },
      "receipt_sha256": "300c2fd52ccdfb8cbd8b9cabbaee2853a401ee6164dc7e406362afe5facc1522"
    },
    {
      "storm_id": "876401",
      "lat": 42.0318,
      "lon": -78.7782,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1876.0,
      "ebshear": 21.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5144
        },
        {
          "name": "alignment",
          "value": 0.9164
        },
        {
          "name": "tau",
          "value": 1.9664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 1.9663594961166382,
      "coherence_diagnostics": {
        "tau": 1.9663594961166382,
        "grad_tau": 0.34217116236686707,
        "torsion": 0.0,
        "alignment": 0.9164102673530579,
        "S_field": 0.1537245213985443,
        "Gamma_field": 0.4300903379917145,
        "S_over_Gamma": 0.3574237823486328,
        "Da": 25.881969451904297,
        "E_coh": 0.5409268140792847,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.77,
              42.08
            ],
            [
              -78.75,
              42.06
            ],
            [
              -78.75,
              42.02
            ],
            [
              -78.74,
              42.01
            ],
            [
              -78.77,
              41.99
            ],
            [
              -78.79,
              41.99
            ],
            [
              -78.81,
              42.01
            ],
            [
              -78.81,
              42.02
            ],
            [
              -78.8,
              42.03
            ],
            [
              -78.8,
              42.06
            ],
            [
              -78.77,
              42.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0665,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c217f87f19926efb0b7510e9eb42bb4aa06cfe0cf2e5916bc80eb349294fb94b"
      },
      "receipt_sha256": "c217f87f19926efb0b7510e9eb42bb4aa06cfe0cf2e5916bc80eb349294fb94b"
    },
    {
      "storm_id": "876470",
      "lat": 27.1694,
      "lon": -85.2656,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4356.0,
      "ebshear": 8.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3894
        },
        {
          "name": "alignment",
          "value": 0.0773
        },
        {
          "name": "tau",
          "value": 4.4365
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 4.43650484085083,
      "coherence_diagnostics": {
        "tau": 4.43650484085083,
        "grad_tau": 0.7831404209136963,
        "torsion": 0.0,
        "alignment": 0.07733941078186035,
        "S_field": 1.5551724433898926,
        "Gamma_field": 0.18842366337776184,
        "S_over_Gamma": 8.253594398498535,
        "Da": 10.83187484741211,
        "E_coh": 0.9892347455024719,
        "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": [
          [
            [
              -85.3,
              27.22
            ],
            [
              -85.28,
              27.22
            ],
            [
              -85.27,
              27.21
            ],
            [
              -85.23,
              27.21
            ],
            [
              -85.23,
              27.2
            ],
            [
              -85.2,
              27.17
            ],
            [
              -85.21,
              27.16
            ],
            [
              -85.21,
              27.13
            ],
            [
              -85.23,
              27.11
            ],
            [
              -85.28,
              27.11
            ],
            [
              -85.29,
              27.12
            ],
            [
              -85.3,
              27.11
            ],
            [
              -85.3,
              27.15
            ],
            [
              -85.31,
              27.16
            ],
            [
              -85.31,
              27.21
            ],
            [
              -85.3,
              27.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0665,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c217f87f19926efb0b7510e9eb42bb4aa06cfe0cf2e5916bc80eb349294fb94b"
      },
      "receipt_sha256": "c217f87f19926efb0b7510e9eb42bb4aa06cfe0cf2e5916bc80eb349294fb94b"
    },
    {
      "storm_id": "875906",
      "lat": 25.9386,
      "lon": -97.3429,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2860.0,
      "ebshear": 7.0,
      "srh01": 43.0,
      "maxllaz": 0.005,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2644
        },
        {
          "name": "alignment",
          "value": 2.943
        },
        {
          "name": "tau",
          "value": 0.5833
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0664
      },
      "coherence_score": 0.5832815170288086,
      "coherence_diagnostics": {
        "tau": 0.5832815170288086,
        "grad_tau": 0.5189056396484375,
        "torsion": 0.0,
        "alignment": 2.942955493927002,
        "S_field": 0.4705830216407776,
        "Gamma_field": 0.5417569875717163,
        "S_over_Gamma": 0.8686237931251526,
        "Da": 33.48000717163086,
        "E_coh": 0.8174871802330017,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.36,
              25.99
            ],
            [
              -97.31,
              25.99
            ],
            [
              -97.29,
              25.96
            ],
            [
              -97.29,
              25.94
            ],
            [
              -97.3,
              25.93
            ],
            [
              -97.3,
              25.91
            ],
            [
              -97.32,
              25.89
            ],
            [
              -97.36,
              25.89
            ],
            [
              -97.37,
              25.88
            ],
            [
              -97.39,
              25.9
            ],
            [
              -97.39,
              25.94
            ],
            [
              -97.38,
              25.95
            ],
            [
              -97.38,
              25.98
            ],
            [
              -97.36,
              25.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0664,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d87d01de7ef827bdfdcb1d60b9360fef38f07737d022be179a6a8efdf67dd61d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0664,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9974c46a415fd1dc092aedb89e9b7495cee27a417b105baf863e85b9af2247a"
      },
      "receipt_sha256": "c9974c46a415fd1dc092aedb89e9b7495cee27a417b105baf863e85b9af2247a"
    },
    {
      "storm_id": "876723",
      "lat": 41.2725,
      "lon": -79.7375,
      "motion_east": 4.1,
      "motion_south": 0.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1999.0,
      "ebshear": 22.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5144
        },
        {
          "name": "alignment",
          "value": -1.0861
        },
        {
          "name": "tau",
          "value": 2.5303
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0661
      },
      "coherence_score": 2.530280113220215,
      "coherence_diagnostics": {
        "tau": 2.530280113220215,
        "grad_tau": 0.33343634009361267,
        "torsion": 0.0,
        "alignment": -1.0860834121704102,
        "S_field": 1.010704517364502,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 5.225340843200684,
        "Da": 11.768556594848633,
        "E_coh": 0.9383176565170288,
        "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": [
          [
            [
              -79.76,
              41.3
            ],
            [
              -79.69,
              41.3
            ],
            [
              -79.69,
              41.25
            ],
            [
              -79.7,
              41.24
            ],
            [
              -79.76,
              41.24
            ],
            [
              -79.77,
              41.26
            ],
            [
              -79.77,
              41.29
            ],
            [
              -79.76,
              41.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0661,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "290c28b330ec4f37400227dc0c5e1d9dcf6a7f2bd1d53a69e05a70df51b277f1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0661,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0dd822b5b6adf365a4a423d4acba771e445020bbdf5c72ca245f7d1c2fe4b60"
      },
      "receipt_sha256": "e0dd822b5b6adf365a4a423d4acba771e445020bbdf5c72ca245f7d1c2fe4b60"
    },
    {
      "storm_id": "876638",
      "lat": 25.9829,
      "lon": -81.6979,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3987.0,
      "ebshear": 10.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5144
        },
        {
          "name": "alignment",
          "value": 0.8046
        },
        {
          "name": "tau",
          "value": 2.5014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0659
      },
      "coherence_score": 2.5013961791992188,
      "coherence_diagnostics": {
        "tau": 2.5013961791992188,
        "grad_tau": 2.049501657485962,
        "torsion": 0.0,
        "alignment": 0.804606020450592,
        "S_field": 1.5773903131484985,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 8.016945838928223,
        "Da": 11.053553581237793,
        "E_coh": 0.9819239377975464,
        "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": [
          [
            [
              -81.68,
              26.03
            ],
            [
              -81.66,
              26.02
            ],
            [
              -81.67,
              26.01
            ],
            [
              -81.67,
              25.97
            ],
            [
              -81.66,
              25.96
            ],
            [
              -81.67,
              25.94
            ],
            [
              -81.7,
              25.92
            ],
            [
              -81.76,
              25.92
            ],
            [
              -81.76,
              25.94
            ],
            [
              -81.73,
              25.98
            ],
            [
              -81.73,
              26.0
            ],
            [
              -81.71,
              26.02
            ],
            [
              -81.69,
              26.02
            ],
            [
              -81.68,
              26.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0659,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b384c1797f1e89f8488999c37e8ef2689da8de6eba8136f8585a8e63b736e685",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0659,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b20548658768eade74660c9058a62c887eb0339f899c0627c8b43194c892aad"
      },
      "receipt_sha256": "3b20548658768eade74660c9058a62c887eb0339f899c0627c8b43194c892aad"
    },
    {
      "storm_id": "876201",
      "lat": 31.7427,
      "lon": -85.94,
      "motion_east": 4.2,
      "motion_south": -6.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2437.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3894
        },
        {
          "name": "alignment",
          "value": -0.8885
        },
        {
          "name": "tau",
          "value": 3.7655
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0655
      },
      "coherence_score": 3.7654762268066406,
      "coherence_diagnostics": {
        "tau": 3.7654762268066406,
        "grad_tau": 0.27814337611198425,
        "torsion": 0.0,
        "alignment": -0.8885048031806946,
        "S_field": 1.0078707933425903,
        "Gamma_field": 0.2542570233345032,
        "S_over_Gamma": 3.9639840126037598,
        "Da": 16.11020851135254,
        "E_coh": 0.9769260883331299,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.04,
              31.86
            ],
            [
              -85.96,
              31.86
            ],
            [
              -85.96,
              31.84
            ],
            [
              -85.97,
              31.83
            ],
            [
              -85.94,
              31.8
            ],
            [
              -85.9,
              31.78
            ],
            [
              -85.87,
              31.78
            ],
            [
              -85.85,
              31.8
            ],
            [
              -85.84,
              31.8
            ],
            [
              -85.85,
              31.79
            ],
            [
              -85.85,
              31.77
            ],
            [
              -85.88,
              31.74
            ],
            [
              -85.88,
              31.72
            ],
            [
              -85.91,
              31.69
            ],
            [
              -85.91,
              31.61
            ],
            [
              -85.93,
              31.6
            ],
            [
              -85.95,
              31.61
            ],
            [
              -85.96,
              31.6
            ],
            [
              -85.99,
              31.62
            ],
            [
              -85.99,
              31.68
            ],
            [
              -85.98,
              31.69
            ],
            [
              -85.98,
              31.72
            ],
            [
              -85.99,
              31.73
            ],
            [
              -85.99,
              31.75
            ],
            [
              -86.03,
              31.78
            ],
            [
              -86.04,
              31.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0655,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4c3275ff1976281eb344a0a94c0f36fcec4436449b421d4f0d13b4f6546f11fe",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0655,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08c71f3880817cba01b6ffa251639ccf15472a607f8accaedccb8c73b37a003c"
      },
      "receipt_sha256": "08c71f3880817cba01b6ffa251639ccf15472a607f8accaedccb8c73b37a003c"
    },
    {
      "storm_id": "876566",
      "lat": 41.4611,
      "lon": -84.5394,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2959.0,
      "ebshear": 22.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1394
        },
        {
          "name": "alignment",
          "value": -1.2791
        },
        {
          "name": "tau",
          "value": 2.0021
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 2.002114772796631,
      "coherence_diagnostics": {
        "tau": 2.002114772796631,
        "grad_tau": 0.3305896520614624,
        "torsion": 0.0,
        "alignment": -1.2790541648864746,
        "S_field": 0.23381388187408447,
        "Gamma_field": 0.39925703406333923,
        "S_over_Gamma": 0.5856224298477173,
        "Da": 22.929685592651367,
        "E_coh": 0.6159141063690186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.54,
              41.52
            ],
            [
              -84.48,
              41.52
            ],
            [
              -84.46,
              41.5
            ],
            [
              -84.46,
              41.43
            ],
            [
              -84.48,
              41.43
            ],
            [
              -84.49,
              41.42
            ],
            [
              -84.56,
              41.43
            ],
            [
              -84.57,
              41.42
            ],
            [
              -84.56,
              41.41
            ],
            [
              -84.58,
              41.4
            ],
            [
              -84.59,
              41.41
            ],
            [
              -84.57,
              41.45
            ],
            [
              -84.57,
              41.47
            ],
            [
              -84.58,
              41.48
            ],
            [
              -84.57,
              41.48
            ],
            [
              -84.55,
              41.5
            ],
            [
              -84.56,
              41.51
            ],
            [
              -84.54,
              41.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0647,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3b07f57c34cc19ba2ff2645cf449830cc532176dc7fcff4b6157a77e98994eb"
      },
      "receipt_sha256": "b3b07f57c34cc19ba2ff2645cf449830cc532176dc7fcff4b6157a77e98994eb"
    },
    {
      "storm_id": "876684",
      "lat": 40.9563,
      "lon": -83.3644,
      "motion_east": 4.0,
      "motion_south": 2.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2948.0,
      "ebshear": 21.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6394
        },
        {
          "name": "alignment",
          "value": 1.3197
        },
        {
          "name": "tau",
          "value": 2.2796
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 2.279559373855591,
      "coherence_diagnostics": {
        "tau": 2.279559373855591,
        "grad_tau": 0.37541821599006653,
        "torsion": 0.0,
        "alignment": 1.3197035789489746,
        "S_field": 0.4638930559158325,
        "Gamma_field": 0.23009033501148224,
        "S_over_Gamma": 2.01613450050354,
        "Da": 13.509578704833984,
        "E_coh": 0.905551552772522,
        "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": [
          [
            [
              -83.36,
              41.02
            ],
            [
              -83.35,
              41.01
            ],
            [
              -83.35,
              41.0
            ],
            [
              -83.36,
              40.99
            ],
            [
              -83.35,
              40.98
            ],
            [
              -83.34,
              40.98
            ],
            [
              -83.33,
              40.97
            ],
            [
              -83.32,
              40.97
            ],
            [
              -83.32,
              40.96
            ],
            [
              -83.32,
              40.95
            ],
            [
              -83.32,
              40.94
            ],
            [
              -83.32,
              40.93
            ],
            [
              -83.33,
              40.92
            ],
            [
              -83.33,
              40.91
            ],
            [
              -83.33,
              40.9
            ],
            [
              -83.34,
              40.89
            ],
            [
              -83.35,
              40.89
            ],
            [
              -83.36,
              40.89
            ],
            [
              -83.37,
              40.89
            ],
            [
              -83.38,
              40.89
            ],
            [
              -83.39,
              40.89
            ],
            [
              -83.4,
              40.9
            ],
            [
              -83.4,
              40.91
            ],
            [
              -83.39,
              40.92
            ],
            [
              -83.39,
              40.93
            ],
            [
              -83.4,
              40.94
            ],
            [
              -83.4,
              40.95
            ],
            [
              -83.4,
              40.96
            ],
            [
              -83.4,
              40.97
            ],
            [
              -83.4,
              40.98
            ],
            [
              -83.39,
              40.98
            ],
            [
              -83.38,
              40.98
            ],
            [
              -83.37,
              40.98
            ],
            [
              -83.36,
              40.99
            ],
            [
              -83.37,
              41.0
            ],
            [
              -83.38,
              41.0
            ],
            [
              -83.39,
              41.0
            ],
            [
              -83.39,
              41.01
            ],
            [
              -83.38,
              41.01
            ],
            [
              -83.37,
              41.01
            ],
            [
              -83.36,
              41.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0647,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3b07f57c34cc19ba2ff2645cf449830cc532176dc7fcff4b6157a77e98994eb"
      },
      "receipt_sha256": "b3b07f57c34cc19ba2ff2645cf449830cc532176dc7fcff4b6157a77e98994eb"
    },
    {
      "storm_id": "875465",
      "lat": 41.1208,
      "lon": -79.3508,
      "motion_east": 2.2,
      "motion_south": 0.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2145.0,
      "ebshear": 23.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5144
        },
        {
          "name": "alignment",
          "value": -1.0861
        },
        {
          "name": "tau",
          "value": 2.5303
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0643
      },
      "coherence_score": 2.530280113220215,
      "coherence_diagnostics": {
        "tau": 2.530280113220215,
        "grad_tau": 0.33343634009361267,
        "torsion": 0.0,
        "alignment": -1.0860834121704102,
        "S_field": 1.010704517364502,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 5.225340843200684,
        "Da": 11.768556594848633,
        "E_coh": 0.9383176565170288,
        "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": [
          [
            [
              -79.43,
              41.18
            ],
            [
              -79.36,
              41.18
            ],
            [
              -79.34,
              41.17
            ],
            [
              -79.31,
              41.14
            ],
            [
              -79.31,
              41.12
            ],
            [
              -79.28,
              41.09
            ],
            [
              -79.28,
              41.06
            ],
            [
              -79.29,
              41.05
            ],
            [
              -79.31,
              41.05
            ],
            [
              -79.38,
              41.11
            ],
            [
              -79.41,
              41.11
            ],
            [
              -79.43,
              41.13
            ],
            [
              -79.43,
              41.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0643,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0643,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e916b1300907fa4be64efa2c18a27e85bffbb2c19150c445c0917935b6cde140"
      },
      "receipt_sha256": "e916b1300907fa4be64efa2c18a27e85bffbb2c19150c445c0917935b6cde140"
    },
    {
      "storm_id": "874661",
      "lat": 26.6387,
      "lon": -96.216,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2242.0,
      "ebshear": 11.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0144
        },
        {
          "name": "alignment",
          "value": 1.4786
        },
        {
          "name": "tau",
          "value": 1.4165
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0642
      },
      "coherence_score": 1.4164613485336304,
      "coherence_diagnostics": {
        "tau": 1.4164613485336304,
        "grad_tau": 0.6936300992965698,
        "torsion": 0.0,
        "alignment": 1.4785770177841187,
        "S_field": 0.5201395750045776,
        "Gamma_field": 0.2267570048570633,
        "S_over_Gamma": 2.2938191890716553,
        "Da": 14.796917915344238,
        "E_coh": 0.9007773995399475,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.28,
              26.75
            ],
            [
              -96.25,
              26.75
            ],
            [
              -96.17,
              26.66
            ],
            [
              -96.16,
              26.62
            ],
            [
              -96.15,
              26.61
            ],
            [
              -96.16,
              26.6
            ],
            [
              -96.16,
              26.57
            ],
            [
              -96.15,
              26.56
            ],
            [
              -96.16,
              26.55
            ],
            [
              -96.21,
              26.55
            ],
            [
              -96.24,
              26.58
            ],
            [
              -96.25,
              26.62
            ],
            [
              -96.31,
              26.68
            ],
            [
              -96.31,
              26.73
            ],
            [
              -96.28,
              26.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0642,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0642,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d8178fbd784c0351e6e6cb3e015cf5607a8deefcc724a22ce51c7de503c4f9a"
      },
      "receipt_sha256": "9d8178fbd784c0351e6e6cb3e015cf5607a8deefcc724a22ce51c7de503c4f9a"
    },
    {
      "storm_id": "875437",
      "lat": 26.2581,
      "lon": -79.74,
      "motion_east": -9.0,
      "motion_south": -6.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5625.0,
      "ebshear": 10.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6394
        },
        {
          "name": "alignment",
          "value": 0.2897
        },
        {
          "name": "tau",
          "value": 2.2408
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0637
      },
      "coherence_score": 2.2407727241516113,
      "coherence_diagnostics": {
        "tau": 2.2407727241516113,
        "grad_tau": 1.9405544996261597,
        "torsion": 0.0,
        "alignment": 0.28973543643951416,
        "S_field": 0.855114758014679,
        "Gamma_field": 0.3517570197582245,
        "S_over_Gamma": 2.430981397628784,
        "Da": 19.76549530029297,
        "E_coh": 0.9734606742858887,
        "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": [
          [
            [
              -79.85,
              26.34
            ],
            [
              -79.77,
              26.34
            ],
            [
              -79.73,
              26.32
            ],
            [
              -79.7,
              26.29
            ],
            [
              -79.7,
              26.28
            ],
            [
              -79.65,
              26.23
            ],
            [
              -79.63,
              26.22
            ],
            [
              -79.63,
              26.18
            ],
            [
              -79.65,
              26.16
            ],
            [
              -79.68,
              26.16
            ],
            [
              -79.71,
              26.19
            ],
            [
              -79.79,
              26.23
            ],
            [
              -79.83,
              26.27
            ],
            [
              -79.84,
              26.27
            ],
            [
              -79.83,
              26.31
            ],
            [
              -79.85,
              26.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0637,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5785cfcac68715dd8b54e7488955a17385acfad6e4866ea1f9f0c3f6a70a8466",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0637,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a410962c1ea8d30b1785df1337eca8965a7674dba9c895f96ccc05ec3719d9bf"
      },
      "receipt_sha256": "a410962c1ea8d30b1785df1337eca8965a7674dba9c895f96ccc05ec3719d9bf"
    },
    {
      "storm_id": "876282",
      "lat": 26.1469,
      "lon": -79.1044,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4714.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6394
        },
        {
          "name": "alignment",
          "value": 0.2897
        },
        {
          "name": "tau",
          "value": 2.2408
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0636
      },
      "coherence_score": 2.2407727241516113,
      "coherence_diagnostics": {
        "tau": 2.2407727241516113,
        "grad_tau": 1.9405544996261597,
        "torsion": 0.0,
        "alignment": 0.28973543643951416,
        "S_field": 0.855114758014679,
        "Gamma_field": 0.3517570197582245,
        "S_over_Gamma": 2.430981397628784,
        "Da": 19.76549530029297,
        "E_coh": 0.9734606742858887,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.15,
              26.19
            ],
            [
              -79.13,
              26.19
            ],
            [
              -79.12,
              26.18
            ],
            [
              -79.09,
              26.18
            ],
            [
              -79.08,
              26.19
            ],
            [
              -79.06,
              26.18
            ],
            [
              -79.05,
              26.14
            ],
            [
              -79.06,
              26.13
            ],
            [
              -79.06,
              26.11
            ],
            [
              -79.08,
              26.09
            ],
            [
              -79.09,
              26.1
            ],
            [
              -79.11,
              26.1
            ],
            [
              -79.12,
              26.09
            ],
            [
              -79.16,
              26.11
            ],
            [
              -79.16,
              26.18
            ],
            [
              -79.15,
              26.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0636,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2d4e571ec6642a2e2765746ef80b4dd535e270db1ff8008ea54e0e5ac1acf4df",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0636,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ae4b2c2868cbbc613d7d954245010cb5ac2029d10c88425f40450084f6ce44d"
      },
      "receipt_sha256": "8ae4b2c2868cbbc613d7d954245010cb5ac2029d10c88425f40450084f6ce44d"
    },
    {
      "storm_id": "876394",
      "lat": 29.7569,
      "lon": -87.9469,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3954.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7644
        },
        {
          "name": "alignment",
          "value": 0.0525
        },
        {
          "name": "tau",
          "value": 4.4062
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0635
      },
      "coherence_score": 4.40617561340332,
      "coherence_diagnostics": {
        "tau": 4.40617561340332,
        "grad_tau": 0.2778158485889435,
        "torsion": 0.0,
        "alignment": 0.052456170320510864,
        "S_field": 1.2251087427139282,
        "Gamma_field": 0.21592366695404053,
        "S_over_Gamma": 5.673804759979248,
        "Da": 13.240931510925293,
        "E_coh": 0.9873582124710083,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.95,
              29.79
            ],
            [
              -87.94,
              29.78
            ],
            [
              -87.92,
              29.79
            ],
            [
              -87.88,
              29.78
            ],
            [
              -87.9,
              29.76
            ],
            [
              -87.91,
              29.72
            ],
            [
              -87.93,
              29.7
            ],
            [
              -87.98,
              29.7
            ],
            [
              -88.0,
              29.71
            ],
            [
              -88.0,
              29.76
            ],
            [
              -87.99,
              29.78
            ],
            [
              -87.96,
              29.78
            ],
            [
              -87.95,
              29.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0635,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "78dc41d4018c93a507a2cfda27e57dfe09687488e7c108b71f32a3376fb2e9a9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0635,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f7dd324f603259a4bdcf7f194626ad625fa5844a31b5ac98fcc0de3264c321b"
      },
      "receipt_sha256": "9f7dd324f603259a4bdcf7f194626ad625fa5844a31b5ac98fcc0de3264c321b"
    },
    {
      "storm_id": "876499",
      "lat": 34.565,
      "lon": -82.3725,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2053.0,
      "ebshear": 5.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8894
        },
        {
          "name": "alignment",
          "value": 1.0162
        },
        {
          "name": "tau",
          "value": 3.6667
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0634
      },
      "coherence_score": 3.6667349338531494,
      "coherence_diagnostics": {
        "tau": 3.6667349338531494,
        "grad_tau": 0.37142449617385864,
        "torsion": 0.0,
        "alignment": 1.0162434577941895,
        "S_field": 1.2253868579864502,
        "Gamma_field": 0.2125903218984604,
        "S_over_Gamma": 5.764076232910156,
        "Da": 13.881866455078125,
        "E_coh": 0.9762526154518127,
        "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": [
          [
            [
              -82.38,
              34.61
            ],
            [
              -82.36,
              34.61
            ],
            [
              -82.33,
              34.59
            ],
            [
              -82.33,
              34.56
            ],
            [
              -82.32,
              34.54
            ],
            [
              -82.34,
              34.51
            ],
            [
              -82.41,
              34.51
            ],
            [
              -82.41,
              34.54
            ],
            [
              -82.4,
              34.55
            ],
            [
              -82.4,
              34.57
            ],
            [
              -82.41,
              34.58
            ],
            [
              -82.38,
              34.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0634,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f4b4cd5d9c5100b474f24569b748ce81f1b0ed96947d803725d3e833ce5ee6fa",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0634,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7989cefd8893736fe59dddb71621b36f83581b2165d45ab15c0747826bc5c58"
      },
      "receipt_sha256": "f7989cefd8893736fe59dddb71621b36f83581b2165d45ab15c0747826bc5c58"
    },
    {
      "storm_id": "876510",
      "lat": 44.645,
      "lon": -91.9983,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2096.0,
      "ebshear": 23.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5144
        },
        {
          "name": "alignment",
          "value": -1.8868
        },
        {
          "name": "tau",
          "value": 0.8982
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0632
      },
      "coherence_score": 0.8982053995132446,
      "coherence_diagnostics": {
        "tau": 0.8982053995132446,
        "grad_tau": 0.13003042340278625,
        "torsion": 0.0,
        "alignment": -1.8868448734283447,
        "S_field": 0.41669708490371704,
        "Gamma_field": 0.4025903344154358,
        "S_over_Gamma": 1.035040020942688,
        "Da": 25.030508041381836,
        "E_coh": 0.7963110208511353,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.02,
              44.68
            ],
            [
              -91.93,
              44.68
            ],
            [
              -91.93,
              44.66
            ],
            [
              -91.95,
              44.62
            ],
            [
              -91.96,
              44.62
            ],
            [
              -91.98,
              44.6
            ],
            [
              -92.02,
              44.59
            ],
            [
              -92.03,
              44.62
            ],
            [
              -92.06,
              44.65
            ],
            [
              -92.05,
              44.67
            ],
            [
              -92.03,
              44.67
            ],
            [
              -92.02,
              44.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0632,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0632,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e371450e29716577f6a9482e1a7e398f9869e9f23ec378a25e98be623f9fe06c"
      },
      "receipt_sha256": "e371450e29716577f6a9482e1a7e398f9869e9f23ec378a25e98be623f9fe06c"
    },
    {
      "storm_id": "876757",
      "lat": 42.2329,
      "lon": -78.1043,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1589.0,
      "ebshear": 20.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5144
        },
        {
          "name": "alignment",
          "value": 0.9164
        },
        {
          "name": "tau",
          "value": 1.9664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.063
      },
      "coherence_score": 1.9663594961166382,
      "coherence_diagnostics": {
        "tau": 1.9663594961166382,
        "grad_tau": 0.34217116236686707,
        "torsion": 0.0,
        "alignment": 0.9164102673530579,
        "S_field": 0.1537245213985443,
        "Gamma_field": 0.4300903379917145,
        "S_over_Gamma": 0.3574237823486328,
        "Da": 25.881969451904297,
        "E_coh": 0.5409268140792847,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.12,
              42.26
            ],
            [
              -78.07,
              42.26
            ],
            [
              -78.08,
              42.25
            ],
            [
              -78.08,
              42.19
            ],
            [
              -78.15,
              42.19
            ],
            [
              -78.11,
              42.22
            ],
            [
              -78.12,
              42.26
            ]
          ]
        ]
      },
      "raw_probability": 0.063,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.063,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c43ec0beea195acff0322091fd5393f0f39e74a43ab09557cfc24699d0794b39"
      },
      "receipt_sha256": "c43ec0beea195acff0322091fd5393f0f39e74a43ab09557cfc24699d0794b39"
    },
    {
      "storm_id": "876132",
      "lat": 33.865,
      "lon": -83.4938,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3228.0,
      "ebshear": 8.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.45,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": 1.3304
        },
        {
          "name": "tau",
          "value": 3.8221
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 3.8220651149749756,
      "coherence_diagnostics": {
        "tau": 3.8220651149749756,
        "grad_tau": 0.20213472843170166,
        "torsion": 0.0,
        "alignment": 1.3303639888763428,
        "S_field": 1.3089793920516968,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.205939292907715,
        "Da": 14.043122291564941,
        "E_coh": 0.9643734693527222,
        "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": [
          [
            [
              -83.5,
              33.9
            ],
            [
              -83.46,
              33.88
            ],
            [
              -83.46,
              33.85
            ],
            [
              -83.48,
              33.83
            ],
            [
              -83.51,
              33.83
            ],
            [
              -83.52,
              33.84
            ],
            [
              -83.52,
              33.89
            ],
            [
              -83.5,
              33.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0628,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0628,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a588b59d3a8a1680ba6a593790a8a1f630ef80c7afe0d970b06deb5cc2975af"
      },
      "receipt_sha256": "3a588b59d3a8a1680ba6a593790a8a1f630ef80c7afe0d970b06deb5cc2975af"
    },
    {
      "storm_id": "876176",
      "lat": 30.2147,
      "lon": -89.4267,
      "motion_east": 0.8,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3389.0,
      "ebshear": 14.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0144
        },
        {
          "name": "alignment",
          "value": 0.8051
        },
        {
          "name": "tau",
          "value": 3.5576
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0627
      },
      "coherence_score": 3.557624340057373,
      "coherence_diagnostics": {
        "tau": 3.557624340057373,
        "grad_tau": 0.34469127655029297,
        "torsion": 0.0,
        "alignment": 0.8050702214241028,
        "S_field": 1.3598659038543701,
        "Gamma_field": 0.2592570185661316,
        "S_over_Gamma": 5.245242595672607,
        "Da": 15.707529067993164,
        "E_coh": 0.9698817729949951,
        "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": [
          [
            [
              -89.41,
              30.26
            ],
            [
              -89.4,
              30.26
            ],
            [
              -89.4,
              30.25
            ],
            [
              -89.4,
              30.24
            ],
            [
              -89.4,
              30.23
            ],
            [
              -89.4,
              30.22
            ],
            [
              -89.4,
              30.21
            ],
            [
              -89.4,
              30.2
            ],
            [
              -89.4,
              30.19
            ],
            [
              -89.4,
              30.18
            ],
            [
              -89.41,
              30.17
            ],
            [
              -89.42,
              30.17
            ],
            [
              -89.43,
              30.17
            ],
            [
              -89.44,
              30.17
            ],
            [
              -89.45,
              30.17
            ],
            [
              -89.46,
              30.17
            ],
            [
              -89.46,
              30.18
            ],
            [
              -89.46,
              30.19
            ],
            [
              -89.46,
              30.2
            ],
            [
              -89.46,
              30.21
            ],
            [
              -89.46,
              30.22
            ],
            [
              -89.46,
              30.23
            ],
            [
              -89.46,
              30.24
            ],
            [
              -89.45,
              30.24
            ],
            [
              -89.44,
              30.24
            ],
            [
              -89.43,
              30.24
            ],
            [
              -89.42,
              30.24
            ],
            [
              -89.41,
              30.24
            ],
            [
              -89.4,
              30.25
            ],
            [
              -89.41,
              30.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0627,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3756718427e1566fea94043d5625e929a31821269afb8bd03ec1c9f291d17a7a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0627,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ba18ad800d0e24b54ce80558dc99f40c79ecd9066563efd7ece0b045e469a2f"
      },
      "receipt_sha256": "1ba18ad800d0e24b54ce80558dc99f40c79ecd9066563efd7ece0b045e469a2f"
    },
    {
      "storm_id": "876524",
      "lat": 32.77,
      "lon": -84.1282,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2354.0,
      "ebshear": 6.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3894
        },
        {
          "name": "alignment",
          "value": 2.6192
        },
        {
          "name": "tau",
          "value": 3.7856
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0626
      },
      "coherence_score": 3.785598039627075,
      "coherence_diagnostics": {
        "tau": 3.785598039627075,
        "grad_tau": 0.08581973612308502,
        "torsion": 0.0,
        "alignment": 2.619229555130005,
        "S_field": 1.2516319751739502,
        "Gamma_field": 0.2084236592054367,
        "S_over_Gamma": 6.005229949951172,
        "Da": 13.821457862854004,
        "E_coh": 0.9874191284179688,
        "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": [
          [
            [
              -84.14,
              32.82
            ],
            [
              -84.08,
              32.81
            ],
            [
              -84.07,
              32.8
            ],
            [
              -84.08,
              32.78
            ],
            [
              -84.08,
              32.73
            ],
            [
              -84.12,
              32.71
            ],
            [
              -84.18,
              32.71
            ],
            [
              -84.18,
              32.74
            ],
            [
              -84.17,
              32.75
            ],
            [
              -84.17,
              32.8
            ],
            [
              -84.14,
              32.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0626,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9138162be9fd6f7cc95833ba8c5784e91ab6f592fb1b2b991ec732a09b9c37df",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0626,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6febb799e06f0c4735739a20ec1bd9f8f40205770f3df30e06d2f8208940329a"
      },
      "receipt_sha256": "6febb799e06f0c4735739a20ec1bd9f8f40205770f3df30e06d2f8208940329a"
    },
    {
      "storm_id": "876722",
      "lat": 41.6369,
      "lon": -79.59,
      "motion_east": 4.5,
      "motion_south": 0.8,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1473.0,
      "ebshear": 21.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8894
        },
        {
          "name": "alignment",
          "value": -1.9658
        },
        {
          "name": "tau",
          "value": 2.0456
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0624
      },
      "coherence_score": 2.045583724975586,
      "coherence_diagnostics": {
        "tau": 2.045583724975586,
        "grad_tau": 0.3992547392845154,
        "torsion": 0.0,
        "alignment": -1.9657870531082153,
        "S_field": 0.3905182480812073,
        "Gamma_field": 0.2709236741065979,
        "S_over_Gamma": 1.4414327144622803,
        "Da": 15.96159553527832,
        "E_coh": 0.7175301909446716,
        "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": [
          [
            [
              -79.62,
              41.68
            ],
            [
              -79.58,
              41.68
            ],
            [
              -79.56,
              41.67
            ],
            [
              -79.54,
              41.65
            ],
            [
              -79.54,
              41.63
            ],
            [
              -79.51,
              41.6
            ],
            [
              -79.53,
              41.59
            ],
            [
              -79.54,
              41.6
            ],
            [
              -79.6,
              41.6
            ],
            [
              -79.61,
              41.61
            ],
            [
              -79.65,
              41.61
            ],
            [
              -79.63,
              41.62
            ],
            [
              -79.64,
              41.64
            ],
            [
              -79.63,
              41.66
            ],
            [
              -79.64,
              41.67
            ],
            [
              -79.62,
              41.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0624,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2816970b0e7b9819c392ec2a9f1169087e2aebd2b6b09824f78c7b14dd98037f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0624,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b3208dd0ad3025dbfcab22524b6e5a6fa28e9569b343cee85a27539208c2d57"
      },
      "receipt_sha256": "1b3208dd0ad3025dbfcab22524b6e5a6fa28e9569b343cee85a27539208c2d57"
    },
    {
      "storm_id": "876577",
      "lat": 33.6518,
      "lon": -83.4755,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3464.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.54,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": 1.3304
        },
        {
          "name": "tau",
          "value": 3.8221
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0622
      },
      "coherence_score": 3.8220651149749756,
      "coherence_diagnostics": {
        "tau": 3.8220651149749756,
        "grad_tau": 0.20213472843170166,
        "torsion": 0.0,
        "alignment": 1.3303639888763428,
        "S_field": 1.3089793920516968,
        "Gamma_field": 0.21092365682125092,
        "S_over_Gamma": 6.205939292907715,
        "Da": 14.043122291564941,
        "E_coh": 0.9643734693527222,
        "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": [
          [
            [
              -83.49,
              33.69
            ],
            [
              -83.46,
              33.69
            ],
            [
              -83.44,
              33.68
            ],
            [
              -83.43,
              33.67
            ],
            [
              -83.43,
              33.64
            ],
            [
              -83.45,
              33.62
            ],
            [
              -83.49,
              33.62
            ],
            [
              -83.51,
              33.61
            ],
            [
              -83.52,
              33.62
            ],
            [
              -83.52,
              33.64
            ],
            [
              -83.49,
              33.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0622,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0622,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04ce05d76d358a26a9bd4023e88d6a14bdf627b8e0e3ace05dcd03cbcc709259"
      },
      "receipt_sha256": "04ce05d76d358a26a9bd4023e88d6a14bdf627b8e0e3ace05dcd03cbcc709259"
    },
    {
      "storm_id": "876771",
      "lat": 34.2,
      "lon": -84.9113,
      "motion_east": 5.7,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2982.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0144
        },
        {
          "name": "alignment",
          "value": 1.9445
        },
        {
          "name": "tau",
          "value": 3.524
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 3.523979425430298,
      "coherence_diagnostics": {
        "tau": 3.523979425430298,
        "grad_tau": 0.18200334906578064,
        "torsion": 0.0,
        "alignment": 1.9445104598999023,
        "S_field": 1.2374916076660156,
        "Gamma_field": 0.24342365562915802,
        "S_over_Gamma": 5.083694934844971,
        "Da": 16.004634857177734,
        "E_coh": 0.9626092314720154,
        "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": [
          [
            [
              -84.92,
              34.24
            ],
            [
              -84.89,
              34.24
            ],
            [
              -84.88,
              34.22
            ],
            [
              -84.87,
              34.23
            ],
            [
              -84.87,
              34.2
            ],
            [
              -84.89,
              34.18
            ],
            [
              -84.89,
              34.14
            ],
            [
              -84.91,
              34.14
            ],
            [
              -84.92,
              34.17
            ],
            [
              -84.93,
              34.18
            ],
            [
              -84.95,
              34.18
            ],
            [
              -84.96,
              34.2
            ],
            [
              -84.94,
              34.22
            ],
            [
              -84.93,
              34.22
            ],
            [
              -84.92,
              34.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0621,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5254b44f9fe62a95d6383d0712088aa6aee64e5062573e59edc61e2030afb490"
      },
      "receipt_sha256": "5254b44f9fe62a95d6383d0712088aa6aee64e5062573e59edc61e2030afb490"
    },
    {
      "storm_id": "876440",
      "lat": 25.5778,
      "lon": -84.3711,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4286.0,
      "ebshear": 9.0,
      "srh01": 3.0,
      "maxllaz": 0.0,
      "mesh": 0.3,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2644
        },
        {
          "name": "alignment",
          "value": 1.1681
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0619
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.2013633251190186,
        "torsion": 0.0,
        "alignment": 1.1680641174316406,
        "S_field": 1.0810999870300293,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 5.271335601806641,
        "Da": 11.746561050415039,
        "E_coh": 0.976256787776947,
        "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": [
          [
            [
              -84.4,
              25.61
            ],
            [
              -84.34,
              25.61
            ],
            [
              -84.34,
              25.6
            ],
            [
              -84.32,
              25.58
            ],
            [
              -84.32,
              25.53
            ],
            [
              -84.4,
              25.53
            ],
            [
              -84.41,
              25.54
            ],
            [
              -84.41,
              25.59
            ],
            [
              -84.4,
              25.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0619,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "fcc5c124ab61a9b2a6c953c548ff2b5e9ccff4d01bd3f737b4b2b31870aaf76e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0619,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "186b5bd814fbfaec2ae63862539f4fa3a66854a10d6cc36dd827a8bc7bef0c76"
      },
      "receipt_sha256": "186b5bd814fbfaec2ae63862539f4fa3a66854a10d6cc36dd827a8bc7bef0c76"
    },
    {
      "storm_id": "876639",
      "lat": 25.8129,
      "lon": -81.3164,
      "motion_east": 0.1,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4539.0,
      "ebshear": 9.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5144
        },
        {
          "name": "alignment",
          "value": 0.8046
        },
        {
          "name": "tau",
          "value": 2.5014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0618
      },
      "coherence_score": 2.5013961791992188,
      "coherence_diagnostics": {
        "tau": 2.5013961791992188,
        "grad_tau": 2.049501657485962,
        "torsion": 0.0,
        "alignment": 0.804606020450592,
        "S_field": 1.5773903131484985,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 8.016945838928223,
        "Da": 11.053553581237793,
        "E_coh": 0.9819239377975464,
        "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": [
          [
            [
              -81.33,
              25.86
            ],
            [
              -81.3,
              25.86
            ],
            [
              -81.29,
              25.85
            ],
            [
              -81.3,
              25.82
            ],
            [
              -81.27,
              25.79
            ],
            [
              -81.28,
              25.78
            ],
            [
              -81.3,
              25.78
            ],
            [
              -81.31,
              25.77
            ],
            [
              -81.33,
              25.78
            ],
            [
              -81.36,
              25.78
            ],
            [
              -81.36,
              25.79
            ],
            [
              -81.33,
              25.82
            ],
            [
              -81.34,
              25.84
            ],
            [
              -81.33,
              25.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0618,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "23f84544510fb7cc1af767aed56dd292aae23e688e16c9562add810409eef9f2",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0618,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d09674f433011c109411c10d3cd10c9d70f38cfeaae72128500d41b18016dfc8"
      },
      "receipt_sha256": "d09674f433011c109411c10d3cd10c9d70f38cfeaae72128500d41b18016dfc8"
    },
    {
      "storm_id": "876745",
      "lat": 31.5992,
      "lon": -87.1208,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3055.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2644
        },
        {
          "name": "alignment",
          "value": -1.525
        },
        {
          "name": "tau",
          "value": 3.742
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0618
      },
      "coherence_score": 3.741992950439453,
      "coherence_diagnostics": {
        "tau": 3.741992950439453,
        "grad_tau": 0.35195615887641907,
        "torsion": 0.0,
        "alignment": -1.5250006914138794,
        "S_field": 1.050427794456482,
        "Gamma_field": 0.21759033203125,
        "S_over_Gamma": 4.827548027038574,
        "Da": 13.816540718078613,
        "E_coh": 0.9568411111831665,
        "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": [
          [
            [
              -87.15,
              31.63
            ],
            [
              -87.1,
              31.63
            ],
            [
              -87.08,
              31.61
            ],
            [
              -87.09,
              31.6
            ],
            [
              -87.08,
              31.56
            ],
            [
              -87.14,
              31.56
            ],
            [
              -87.14,
              31.57
            ],
            [
              -87.11,
              31.59
            ],
            [
              -87.12,
              31.6
            ],
            [
              -87.14,
              31.6
            ],
            [
              -87.15,
              31.61
            ],
            [
              -87.15,
              31.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0618,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "23f84544510fb7cc1af767aed56dd292aae23e688e16c9562add810409eef9f2",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0618,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d09674f433011c109411c10d3cd10c9d70f38cfeaae72128500d41b18016dfc8"
      },
      "receipt_sha256": "d09674f433011c109411c10d3cd10c9d70f38cfeaae72128500d41b18016dfc8"
    },
    {
      "storm_id": "876712",
      "lat": 26.2524,
      "lon": -80.82,
      "motion_east": -6.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4599.0,
      "ebshear": 10.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5144
        },
        {
          "name": "alignment",
          "value": 0.8046
        },
        {
          "name": "tau",
          "value": 2.5014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0615
      },
      "coherence_score": 2.5013961791992188,
      "coherence_diagnostics": {
        "tau": 2.5013961791992188,
        "grad_tau": 2.049501657485962,
        "torsion": 0.0,
        "alignment": 0.804606020450592,
        "S_field": 1.5773903131484985,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 8.016945838928223,
        "Da": 11.053553581237793,
        "E_coh": 0.9819239377975464,
        "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": [
          [
            [
              -80.81,
              26.3
            ],
            [
              -80.75,
              26.3
            ],
            [
              -80.75,
              26.28
            ],
            [
              -80.77,
              26.27
            ],
            [
              -80.77,
              26.26
            ],
            [
              -80.75,
              26.25
            ],
            [
              -80.75,
              26.24
            ],
            [
              -80.76,
              26.23
            ],
            [
              -80.77,
              26.24
            ],
            [
              -80.81,
              26.24
            ],
            [
              -80.85,
              26.21
            ],
            [
              -80.85,
              26.19
            ],
            [
              -80.91,
              26.19
            ],
            [
              -80.92,
              26.25
            ],
            [
              -80.9,
              26.25
            ],
            [
              -80.89,
              26.26
            ],
            [
              -80.88,
              26.25
            ],
            [
              -80.87,
              26.26
            ],
            [
              -80.85,
              26.25
            ],
            [
              -80.8,
              26.28
            ],
            [
              -80.81,
              26.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0615,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "baa6363539b886d70a316b308cf4a478e75195dbf978ed9fdb7630e7541b7f0f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0615,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "932c5868d5d74997602ad1f460f8c9199d923e9a17ee6f10734d0ffb069ea0d6"
      },
      "receipt_sha256": "932c5868d5d74997602ad1f460f8c9199d923e9a17ee6f10734d0ffb069ea0d6"
    },
    {
      "storm_id": "876542",
      "lat": 41.08,
      "lon": -87.7456,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2388.0,
      "ebshear": 20.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0144
        },
        {
          "name": "alignment",
          "value": -0.9952
        },
        {
          "name": "tau",
          "value": 2.0041
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0614
      },
      "coherence_score": 2.004054069519043,
      "coherence_diagnostics": {
        "tau": 2.004054069519043,
        "grad_tau": 0.36410924792289734,
        "torsion": 0.0,
        "alignment": -0.9951701760292053,
        "S_field": 0.6800704598426819,
        "Gamma_field": 0.22592367231845856,
        "S_over_Gamma": 3.0101778507232666,
        "Da": 13.820440292358398,
        "E_coh": 0.9436380863189697,
        "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": [
          [
            [
              -87.74,
              41.13
            ],
            [
              -87.7,
              41.12
            ],
            [
              -87.69,
              41.05
            ],
            [
              -87.72,
              41.03
            ],
            [
              -87.77,
              41.03
            ],
            [
              -87.79,
              41.05
            ],
            [
              -87.78,
              41.07
            ],
            [
              -87.78,
              41.11
            ],
            [
              -87.74,
              41.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0614,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a87b0dbfaf57e29f602b6a0c76d0ba9fb28e55746148d8d0099f528f72dd06e1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0614,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50270fee99ac1a4ac965f7bcfe0b5b8f925115cba92098188a6a83ad69fb3b71"
      },
      "receipt_sha256": "50270fee99ac1a4ac965f7bcfe0b5b8f925115cba92098188a6a83ad69fb3b71"
    },
    {
      "storm_id": "876645",
      "lat": 41.6754,
      "lon": -70.2223,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1193.0,
      "ebshear": 34.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8894
        },
        {
          "name": "alignment",
          "value": -3.8897
        },
        {
          "name": "tau",
          "value": 0.8241
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0612
      },
      "coherence_score": 0.8240950107574463,
      "coherence_diagnostics": {
        "tau": 0.8240950107574463,
        "grad_tau": 0.11599807441234589,
        "torsion": 0.0,
        "alignment": -3.8896896839141846,
        "S_field": 0.1044444739818573,
        "Gamma_field": 0.15425699949264526,
        "S_over_Gamma": 0.6770809292793274,
        "Da": 8.604720115661621,
        "E_coh": 0.4005241096019745,
        "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": [
          [
            [
              -70.26,
              41.73
            ],
            [
              -70.17,
              41.73
            ],
            [
              -70.15,
              41.71
            ],
            [
              -70.15,
              41.63
            ],
            [
              -70.21,
              41.63
            ],
            [
              -70.22,
              41.62
            ],
            [
              -70.24,
              41.62
            ],
            [
              -70.24,
              41.64
            ],
            [
              -70.25,
              41.65
            ],
            [
              -70.24,
              41.67
            ],
            [
              -70.24,
              41.7
            ],
            [
              -70.26,
              41.72
            ],
            [
              -70.26,
              41.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0612,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e6a9058ea9ac2f6f7dcbab112039b96d79bcbc0e1a62a652fad5f8d1ddafd5a7",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0612,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47eb231f8562970ad95efc237ddc3f49a9a9039975faab6001f238e3d24a3d83"
      },
      "receipt_sha256": "47eb231f8562970ad95efc237ddc3f49a9a9039975faab6001f238e3d24a3d83"
    },
    {
      "storm_id": "876773",
      "lat": 33.0663,
      "lon": -84.4175,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2513.0,
      "ebshear": 4.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7644
        },
        {
          "name": "alignment",
          "value": 1.451
        },
        {
          "name": "tau",
          "value": 3.5651
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 3.5650906562805176,
      "coherence_diagnostics": {
        "tau": 3.5650906562805176,
        "grad_tau": 0.1811816394329071,
        "torsion": 0.0,
        "alignment": 1.451040267944336,
        "S_field": 0.6696352958679199,
        "Gamma_field": 0.3167570233345032,
        "S_over_Gamma": 2.114034652709961,
        "Da": 21.056596755981445,
        "E_coh": 0.962154746055603,
        "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": [
          [
            [
              -84.45,
              33.09
            ],
            [
              -84.44,
              33.09
            ],
            [
              -84.4,
              33.06
            ],
            [
              -84.38,
              33.07
            ],
            [
              -84.38,
              33.05
            ],
            [
              -84.37,
              33.04
            ],
            [
              -84.47,
              33.04
            ],
            [
              -84.45,
              33.09
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.061,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "970bfe4e81f9960ad52764458eb43d8f738a8b1a4b13297891192c2f68b8f851"
      },
      "receipt_sha256": "970bfe4e81f9960ad52764458eb43d8f738a8b1a4b13297891192c2f68b8f851"
    },
    {
      "storm_id": "876467",
      "lat": 28.0683,
      "lon": -85.0803,
      "motion_east": 2.8,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4423.0,
      "ebshear": 8.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5144
        },
        {
          "name": "alignment",
          "value": 0.7342
        },
        {
          "name": "tau",
          "value": 4.8598
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 4.8598432540893555,
      "coherence_diagnostics": {
        "tau": 4.8598432540893555,
        "grad_tau": 0.2822822332382202,
        "torsion": 0.0,
        "alignment": 0.7341848015785217,
        "S_field": 1.4889583587646484,
        "Gamma_field": 0.1992570012807846,
        "S_over_Gamma": 7.472552299499512,
        "Da": 12.07146167755127,
        "E_coh": 0.9705957770347595,
        "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": [
          [
            [
              -85.22,
              28.19
            ],
            [
              -85.17,
              28.19
            ],
            [
              -85.16,
              28.18
            ],
            [
              -85.14,
              28.18
            ],
            [
              -85.1,
              28.16
            ],
            [
              -85.08,
              28.14
            ],
            [
              -85.08,
              28.12
            ],
            [
              -84.99,
              28.05
            ],
            [
              -84.95,
              28.06
            ],
            [
              -84.92,
              28.03
            ],
            [
              -84.92,
              28.0
            ],
            [
              -84.94,
              27.99
            ],
            [
              -84.94,
              27.97
            ],
            [
              -84.95,
              27.97
            ],
            [
              -84.97,
              27.95
            ],
            [
              -85.01,
              27.95
            ],
            [
              -85.03,
              27.93
            ],
            [
              -85.05,
              27.93
            ],
            [
              -85.03,
              27.96
            ],
            [
              -85.03,
              28.01
            ],
            [
              -85.05,
              28.03
            ],
            [
              -85.08,
              28.03
            ],
            [
              -85.14,
              28.08
            ],
            [
              -85.17,
              28.09
            ],
            [
              -85.19,
              28.11
            ],
            [
              -85.21,
              28.11
            ],
            [
              -85.22,
              28.12
            ],
            [
              -85.22,
              28.16
            ],
            [
              -85.23,
              28.17
            ],
            [
              -85.22,
              28.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0609,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e80b8fbff148578186fc0ba3c899c3c0f656e2548ababfa17bc5a6fb6a05892"
      },
      "receipt_sha256": "7e80b8fbff148578186fc0ba3c899c3c0f656e2548ababfa17bc5a6fb6a05892"
    },
    {
      "storm_id": "876751",
      "lat": 29.02,
      "lon": -88.5213,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4045.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5144
        },
        {
          "name": "alignment",
          "value": -0.8548
        },
        {
          "name": "tau",
          "value": 4.2252
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 4.22517728805542,
      "coherence_diagnostics": {
        "tau": 4.22517728805542,
        "grad_tau": 0.5095213055610657,
        "torsion": 0.0,
        "alignment": -0.8548480272293091,
        "S_field": 1.1116290092468262,
        "Gamma_field": 0.23675699532032013,
        "S_over_Gamma": 4.695231914520264,
        "Da": 13.802382469177246,
        "E_coh": 0.9816493988037109,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.56,
              29.05
            ],
            [
              -88.5,
              29.05
            ],
            [
              -88.48,
              29.04
            ],
            [
              -88.48,
              28.99
            ],
            [
              -88.49,
              28.98
            ],
            [
              -88.54,
              28.98
            ],
            [
              -88.56,
              29.02
            ],
            [
              -88.56,
              29.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0609,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e80b8fbff148578186fc0ba3c899c3c0f656e2548ababfa17bc5a6fb6a05892"
      },
      "receipt_sha256": "7e80b8fbff148578186fc0ba3c899c3c0f656e2548ababfa17bc5a6fb6a05892"
    },
    {
      "storm_id": "876772",
      "lat": 33.33,
      "lon": -83.7767,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3393.0,
      "ebshear": 4.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7644
        },
        {
          "name": "alignment",
          "value": 1.451
        },
        {
          "name": "tau",
          "value": 3.5651
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 3.5650906562805176,
      "coherence_diagnostics": {
        "tau": 3.5650906562805176,
        "grad_tau": 0.1811816394329071,
        "torsion": 0.0,
        "alignment": 1.451040267944336,
        "S_field": 0.6696352958679199,
        "Gamma_field": 0.3167570233345032,
        "S_over_Gamma": 2.114034652709961,
        "Da": 21.056596755981445,
        "E_coh": 0.962154746055603,
        "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": [
          [
            [
              -83.81,
              33.35
            ],
            [
              -83.73,
              33.35
            ],
            [
              -83.72,
              33.33
            ],
            [
              -83.74,
              33.31
            ],
            [
              -83.77,
              33.31
            ],
            [
              -83.78,
              33.32
            ],
            [
              -83.81,
              33.32
            ],
            [
              -83.82,
              33.33
            ],
            [
              -83.81,
              33.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0607,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad5150a4b7215033deaebbba38546e8f1a7c439d77e2bd7c9cc906e2faa4a7de"
      },
      "receipt_sha256": "ad5150a4b7215033deaebbba38546e8f1a7c439d77e2bd7c9cc906e2faa4a7de"
    },
    {
      "storm_id": "876197",
      "lat": 34.1354,
      "lon": -85.0454,
      "motion_east": 8.3,
      "motion_south": 1.7,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3030.0,
      "ebshear": 10.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0144
        },
        {
          "name": "alignment",
          "value": 1.9445
        },
        {
          "name": "tau",
          "value": 3.524
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 3.523979425430298,
      "coherence_diagnostics": {
        "tau": 3.523979425430298,
        "grad_tau": 0.18200334906578064,
        "torsion": 0.0,
        "alignment": 1.9445104598999023,
        "S_field": 1.2374916076660156,
        "Gamma_field": 0.24342365562915802,
        "S_over_Gamma": 5.083694934844971,
        "Da": 16.004634857177734,
        "E_coh": 0.9626092314720154,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.07,
              34.17
            ],
            [
              -85.02,
              34.17
            ],
            [
              -85.01,
              34.15
            ],
            [
              -85.02,
              34.14
            ],
            [
              -85.01,
              34.13
            ],
            [
              -85.01,
              34.1
            ],
            [
              -85.02,
              34.09
            ],
            [
              -85.06,
              34.1
            ],
            [
              -85.07,
              34.11
            ],
            [
              -85.07,
              34.13
            ],
            [
              -85.08,
              34.14
            ],
            [
              -85.08,
              34.16
            ],
            [
              -85.07,
              34.17
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.06,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deac8b9467cd56d3b595c4641ff776215e8be78813f91ed9d738edb2905187b4"
      },
      "receipt_sha256": "deac8b9467cd56d3b595c4641ff776215e8be78813f91ed9d738edb2905187b4"
    },
    {
      "storm_id": "876555",
      "lat": 34.0014,
      "lon": -84.0107,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3460.0,
      "ebshear": 4.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0144
        },
        {
          "name": "alignment",
          "value": 2.0045
        },
        {
          "name": "tau",
          "value": 3.6185
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 3.6185340881347656,
      "coherence_diagnostics": {
        "tau": 3.6185340881347656,
        "grad_tau": 0.20025528967380524,
        "torsion": 0.0,
        "alignment": 2.0045018196105957,
        "S_field": 1.1005250215530396,
        "Gamma_field": 0.23759032785892487,
        "S_over_Gamma": 4.632028102874756,
        "Da": 15.584583282470703,
        "E_coh": 0.9432865381240845,
        "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": [
          [
            [
              -84.03,
              34.05
            ],
            [
              -84.02,
              34.04
            ],
            [
              -83.97,
              34.04
            ],
            [
              -83.97,
              34.03
            ],
            [
              -83.95,
              34.01
            ],
            [
              -83.96,
              33.95
            ],
            [
              -83.98,
              33.93
            ],
            [
              -84.02,
              33.93
            ],
            [
              -84.04,
              33.95
            ],
            [
              -84.04,
              33.99
            ],
            [
              -84.05,
              34.0
            ],
            [
              -84.04,
              34.02
            ],
            [
              -84.05,
              34.03
            ],
            [
              -84.03,
              34.05
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.06,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deac8b9467cd56d3b595c4641ff776215e8be78813f91ed9d738edb2905187b4"
      },
      "receipt_sha256": "deac8b9467cd56d3b595c4641ff776215e8be78813f91ed9d738edb2905187b4"
    },
    {
      "storm_id": "876682",
      "lat": 41.1041,
      "lon": -84.2918,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3037.0,
      "ebshear": 15.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1394
        },
        {
          "name": "alignment",
          "value": -1.2791
        },
        {
          "name": "tau",
          "value": 2.0021
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 2.002114772796631,
      "coherence_diagnostics": {
        "tau": 2.002114772796631,
        "grad_tau": 0.3305896520614624,
        "torsion": 0.0,
        "alignment": -1.2790541648864746,
        "S_field": 0.23381388187408447,
        "Gamma_field": 0.39925703406333923,
        "S_over_Gamma": 0.5856224298477173,
        "Da": 22.929685592651367,
        "E_coh": 0.6159141063690186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.28,
              41.18
            ],
            [
              -84.24,
              41.17
            ],
            [
              -84.23,
              41.15
            ],
            [
              -84.24,
              41.14
            ],
            [
              -84.24,
              41.12
            ],
            [
              -84.23,
              41.11
            ],
            [
              -84.28,
              41.07
            ],
            [
              -84.32,
              41.07
            ],
            [
              -84.33,
              41.06
            ],
            [
              -84.32,
              41.05
            ],
            [
              -84.33,
              41.04
            ],
            [
              -84.32,
              41.03
            ],
            [
              -84.34,
              41.03
            ],
            [
              -84.34,
              41.1
            ],
            [
              -84.32,
              41.12
            ],
            [
              -84.32,
              41.15
            ],
            [
              -84.28,
              41.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0598,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd5f5f2f0f4ffb67b2b037754cfd4dc9d29d8f80841906b534a1d2303a72e88f"
      },
      "receipt_sha256": "bd5f5f2f0f4ffb67b2b037754cfd4dc9d29d8f80841906b534a1d2303a72e88f"
    },
    {
      "storm_id": "876056",
      "lat": 26.9343,
      "lon": -83.895,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4327.0,
      "ebshear": 4.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": 0.7221
        },
        {
          "name": "tau",
          "value": 3.7103
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0597
      },
      "coherence_score": 3.7102580070495605,
      "coherence_diagnostics": {
        "tau": 3.7102580070495605,
        "grad_tau": 1.2592244148254395,
        "torsion": 0.0,
        "alignment": 0.7220941781997681,
        "S_field": 1.3559297323226929,
        "Gamma_field": 0.1942570060491562,
        "S_over_Gamma": 6.980081558227539,
        "Da": 11.429065704345703,
        "E_coh": 0.9538860321044922,
        "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": [
          [
            [
              -83.88,
              26.98
            ],
            [
              -83.86,
              26.98
            ],
            [
              -83.87,
              26.97
            ],
            [
              -83.86,
              26.96
            ],
            [
              -83.86,
              26.92
            ],
            [
              -83.87,
              26.9
            ],
            [
              -83.89,
              26.89
            ],
            [
              -83.89,
              26.88
            ],
            [
              -83.93,
              26.88
            ],
            [
              -83.95,
              26.9
            ],
            [
              -83.95,
              26.93
            ],
            [
              -83.94,
              26.95
            ],
            [
              -83.9,
              26.96
            ],
            [
              -83.88,
              26.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0597,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0597,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec483ffec87581071e65109349c7326477845c62718876e8b88a2667ebb88b38"
      },
      "receipt_sha256": "ec483ffec87581071e65109349c7326477845c62718876e8b88a2667ebb88b38"
    },
    {
      "storm_id": "876780",
      "lat": 26.2275,
      "lon": -79.4469,
      "motion_east": -3.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5035.0,
      "ebshear": 8.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6394
        },
        {
          "name": "alignment",
          "value": 0.2897
        },
        {
          "name": "tau",
          "value": 2.2408
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0587
      },
      "coherence_score": 2.2407727241516113,
      "coherence_diagnostics": {
        "tau": 2.2407727241516113,
        "grad_tau": 1.9405544996261597,
        "torsion": 0.0,
        "alignment": 0.28973543643951416,
        "S_field": 0.855114758014679,
        "Gamma_field": 0.3517570197582245,
        "S_over_Gamma": 2.430981397628784,
        "Da": 19.76549530029297,
        "E_coh": 0.9734606742858887,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.4,
              26.26
            ],
            [
              -79.39,
              26.26
            ],
            [
              -79.38,
              26.26
            ],
            [
              -79.38,
              26.25
            ],
            [
              -79.39,
              26.25
            ],
            [
              -79.4,
              26.25
            ],
            [
              -79.41,
              26.25
            ],
            [
              -79.42,
              26.24
            ],
            [
              -79.42,
              26.23
            ],
            [
              -79.43,
              26.23
            ],
            [
              -79.44,
              26.22
            ],
            [
              -79.44,
              26.21
            ],
            [
              -79.44,
              26.2
            ],
            [
              -79.45,
              26.19
            ],
            [
              -79.45,
              26.18
            ],
            [
              -79.46,
              26.18
            ],
            [
              -79.47,
              26.17
            ],
            [
              -79.48,
              26.17
            ],
            [
              -79.49,
              26.18
            ],
            [
              -79.49,
              26.19
            ],
            [
              -79.49,
              26.2
            ],
            [
              -79.5,
              26.21
            ],
            [
              -79.5,
              26.22
            ],
            [
              -79.51,
              26.23
            ],
            [
              -79.51,
              26.24
            ],
            [
              -79.5,
              26.24
            ],
            [
              -79.49,
              26.24
            ],
            [
              -79.48,
              26.25
            ],
            [
              -79.47,
              26.25
            ],
            [
              -79.46,
              26.25
            ],
            [
              -79.45,
              26.25
            ],
            [
              -79.44,
              26.25
            ],
            [
              -79.43,
              26.24
            ],
            [
              -79.42,
              26.24
            ],
            [
              -79.41,
              26.25
            ],
            [
              -79.4,
              26.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0587,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0587,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61bf1e74a6c604ca918d428a215276113ed0244a1b6afc44f9fd3c0b9dfd859a"
      },
      "receipt_sha256": "61bf1e74a6c604ca918d428a215276113ed0244a1b6afc44f9fd3c0b9dfd859a"
    },
    {
      "storm_id": "876500",
      "lat": 34.03,
      "lon": -81.6711,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2653.0,
      "ebshear": 13.0,
      "srh01": 20.0,
      "maxllaz": 0.006,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1394
        },
        {
          "name": "alignment",
          "value": -1.0589
        },
        {
          "name": "tau",
          "value": 3.9428
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0584
      },
      "coherence_score": 3.942810535430908,
      "coherence_diagnostics": {
        "tau": 3.942810535430908,
        "grad_tau": 0.22355279326438904,
        "torsion": 0.0,
        "alignment": -1.0589152574539185,
        "S_field": 1.0207468271255493,
        "Gamma_field": 0.23675699532032013,
        "S_over_Gamma": 4.3113694190979,
        "Da": 15.1337890625,
        "E_coh": 0.9461744427680969,
        "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": [
          [
            [
              -81.67,
              34.07
            ],
            [
              -81.63,
              34.05
            ],
            [
              -81.64,
              34.04
            ],
            [
              -81.64,
              34.01
            ],
            [
              -81.67,
              33.99
            ],
            [
              -81.7,
              33.99
            ],
            [
              -81.71,
              34.0
            ],
            [
              -81.71,
              34.05
            ],
            [
              -81.67,
              34.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0584,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0584,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd44d4565ed9c8eb7d028c25161c07a7a147856e25007e3a5bab456b9edea8eb"
      },
      "receipt_sha256": "cd44d4565ed9c8eb7d028c25161c07a7a147856e25007e3a5bab456b9edea8eb"
    },
    {
      "storm_id": "876611",
      "lat": 41.249,
      "lon": -88.228,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2225.0,
      "ebshear": 20.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0144
        },
        {
          "name": "alignment",
          "value": -0.9952
        },
        {
          "name": "tau",
          "value": 2.0041
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0583
      },
      "coherence_score": 2.004054069519043,
      "coherence_diagnostics": {
        "tau": 2.004054069519043,
        "grad_tau": 0.36410924792289734,
        "torsion": 0.0,
        "alignment": -0.9951701760292053,
        "S_field": 0.6800704598426819,
        "Gamma_field": 0.22592367231845856,
        "S_over_Gamma": 3.0101778507232666,
        "Da": 13.820440292358398,
        "E_coh": 0.9436380863189697,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.24,
              41.29
            ],
            [
              -88.21,
              41.29
            ],
            [
              -88.19,
              41.27
            ],
            [
              -88.19,
              41.22
            ],
            [
              -88.21,
              41.2
            ],
            [
              -88.24,
              41.2
            ],
            [
              -88.26,
              41.22
            ],
            [
              -88.25,
              41.23
            ],
            [
              -88.25,
              41.28
            ],
            [
              -88.24,
              41.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0583,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f8480f04fc8f8b247be8eb630a0944dc202a8087b4d3be551c787494318bd013",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0583,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20034ba7433ae653aefee27b3291d5ac5f9ea9deed089f3f075ae8c76df9e0ca"
      },
      "receipt_sha256": "20034ba7433ae653aefee27b3291d5ac5f9ea9deed089f3f075ae8c76df9e0ca"
    },
    {
      "storm_id": "876644",
      "lat": 24.3515,
      "lon": -81.811,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4582.0,
      "ebshear": 10.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7644
        },
        {
          "name": "alignment",
          "value": 0.7931
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0583
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.4977622032165527,
        "torsion": 0.0,
        "alignment": 0.7930641174316406,
        "S_field": 1.3659141063690186,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 7.001444339752197,
        "Da": 11.041366577148438,
        "E_coh": 0.9791744947433472,
        "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": [
          [
            [
              -81.87,
              24.45
            ],
            [
              -81.8,
              24.45
            ],
            [
              -81.79,
              24.44
            ],
            [
              -81.8,
              24.42
            ],
            [
              -81.79,
              24.41
            ],
            [
              -81.79,
              24.38
            ],
            [
              -81.81,
              24.37
            ],
            [
              -81.77,
              24.34
            ],
            [
              -81.75,
              24.34
            ],
            [
              -81.75,
              24.32
            ],
            [
              -81.77,
              24.3
            ],
            [
              -81.76,
              24.28
            ],
            [
              -81.77,
              24.28
            ],
            [
              -81.82,
              24.24
            ],
            [
              -81.86,
              24.26
            ],
            [
              -81.87,
              24.28
            ],
            [
              -81.85,
              24.31
            ],
            [
              -81.86,
              24.35
            ],
            [
              -81.87,
              24.36
            ],
            [
              -81.87,
              24.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0583,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f8480f04fc8f8b247be8eb630a0944dc202a8087b4d3be551c787494318bd013",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0583,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20034ba7433ae653aefee27b3291d5ac5f9ea9deed089f3f075ae8c76df9e0ca"
      },
      "receipt_sha256": "20034ba7433ae653aefee27b3291d5ac5f9ea9deed089f3f075ae8c76df9e0ca"
    },
    {
      "storm_id": "876315",
      "lat": 29.1544,
      "lon": -97.3578,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2087.0,
      "ebshear": 4.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": -1.8289
        },
        {
          "name": "tau",
          "value": 1.4446
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0582
      },
      "coherence_score": 1.4446204900741577,
      "coherence_diagnostics": {
        "tau": 1.4446204900741577,
        "grad_tau": 0.45339876413345337,
        "torsion": 0.0,
        "alignment": -1.8288809061050415,
        "S_field": 0.6453924775123596,
        "Gamma_field": 0.2409236580133438,
        "S_over_Gamma": 2.678825616836548,
        "Da": 13.96635913848877,
        "E_coh": 0.9320303201675415,
        "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": [
          [
            [
              -97.37,
              29.19
            ],
            [
              -97.34,
              29.19
            ],
            [
              -97.32,
              29.17
            ],
            [
              -97.32,
              29.13
            ],
            [
              -97.35,
              29.11
            ],
            [
              -97.37,
              29.11
            ],
            [
              -97.39,
              29.13
            ],
            [
              -97.39,
              29.17
            ],
            [
              -97.37,
              29.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0582,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2bf6d682c3c3351365535975db1ccd26814c2d889de1b3d9392300c9aef4f4ef",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0582,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8818c0c91e8f98be6ffd4132a38eac4284142d7bf7352e2d19a74cfacf7c29fe"
      },
      "receipt_sha256": "8818c0c91e8f98be6ffd4132a38eac4284142d7bf7352e2d19a74cfacf7c29fe"
    },
    {
      "storm_id": "876698",
      "lat": 34.1377,
      "lon": -85.3597,
      "motion_east": 10.9,
      "motion_south": 2.9,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3231.0,
      "ebshear": 13.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.63,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0144
        },
        {
          "name": "alignment",
          "value": 1.9445
        },
        {
          "name": "tau",
          "value": 3.524
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0582
      },
      "coherence_score": 3.523979425430298,
      "coherence_diagnostics": {
        "tau": 3.523979425430298,
        "grad_tau": 0.18200334906578064,
        "torsion": 0.0,
        "alignment": 1.9445104598999023,
        "S_field": 1.2374916076660156,
        "Gamma_field": 0.24342365562915802,
        "S_over_Gamma": 5.083694934844971,
        "Da": 16.004634857177734,
        "E_coh": 0.9626092314720154,
        "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": [
          [
            [
              -85.33,
              34.26
            ],
            [
              -85.32,
              34.26
            ],
            [
              -85.31,
              34.26
            ],
            [
              -85.3,
              34.25
            ],
            [
              -85.29,
              34.25
            ],
            [
              -85.29,
              34.24
            ],
            [
              -85.28,
              34.23
            ],
            [
              -85.27,
              34.23
            ],
            [
              -85.27,
              34.22
            ],
            [
              -85.27,
              34.21
            ],
            [
              -85.27,
              34.22
            ],
            [
              -85.28,
              34.23
            ],
            [
              -85.29,
              34.22
            ],
            [
              -85.29,
              34.21
            ],
            [
              -85.29,
              34.2
            ],
            [
              -85.3,
              34.19
            ],
            [
              -85.3,
              34.18
            ],
            [
              -85.3,
              34.17
            ],
            [
              -85.3,
              34.16
            ],
            [
              -85.3,
              34.15
            ],
            [
              -85.3,
              34.14
            ],
            [
              -85.31,
              34.13
            ],
            [
              -85.31,
              34.12
            ],
            [
              -85.32,
              34.12
            ],
            [
              -85.33,
              34.11
            ],
            [
              -85.32,
              34.1
            ],
            [
              -85.32,
              34.09
            ],
            [
              -85.32,
              34.08
            ],
            [
              -85.33,
              34.07
            ],
            [
              -85.34,
              34.07
            ],
            [
              -85.35,
              34.07
            ],
            [
              -85.36,
              34.07
            ],
            [
              -85.37,
              34.06
            ],
            [
              -85.37,
              34.05
            ],
            [
              -85.37,
              34.04
            ],
            [
              -85.37,
              34.03
            ],
            [
              -85.37,
              34.02
            ],
            [
              -85.38,
              34.01
            ],
            [
              -85.39,
              34.01
            ],
            [
              -85.4,
              34.01
            ],
            [
              -85.41,
              34.01
            ],
            [
              -85.42,
              34.01
            ],
            [
              -85.43,
              34.01
            ],
            [
              -85.44,
              34.01
            ],
            [
              -85.45,
              34.02
            ],
            [
              -85.46,
              34.03
            ],
            [
              -85.46,
              34.04
            ],
            [
              -85.45,
              34.05
            ],
            [
              -85.45,
              34.06
            ],
            [
              -85.45,
              34.07
            ],
            [
              -85.45,
              34.08
            ],
            [
              -85.44,
              34.09
            ],
            [
              -85.43,
              34.1
            ],
            [
              -85.42,
              34.1
            ],
            [
              -85.41,
              34.1
            ],
            [
              -85.4,
              34.11
            ],
            [
              -85.39,
              34.12
            ],
            [
              -85.4,
              34.13
            ],
            [
              -85.4,
              34.14
            ],
            [
              -85.41,
              34.15
            ],
            [
              -85.4,
              34.16
            ],
            [
              -85.39,
              34.17
            ],
            [
              -85.39,
              34.18
            ],
            [
              -85.39,
              34.19
            ],
            [
              -85.39,
              34.2
            ],
            [
              -85.4,
              34.21
            ],
            [
              -85.39,
              34.22
            ],
            [
              -85.39,
              34.23
            ],
            [
              -85.38,
              34.23
            ],
            [
              -85.37,
              34.24
            ],
            [
              -85.36,
              34.24
            ],
            [
              -85.35,
              34.24
            ],
            [
              -85.34,
              34.25
            ],
            [
              -85.33,
              34.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0582,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2bf6d682c3c3351365535975db1ccd26814c2d889de1b3d9392300c9aef4f4ef",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0582,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8818c0c91e8f98be6ffd4132a38eac4284142d7bf7352e2d19a74cfacf7c29fe"
      },
      "receipt_sha256": "8818c0c91e8f98be6ffd4132a38eac4284142d7bf7352e2d19a74cfacf7c29fe"
    },
    {
      "storm_id": "875878",
      "lat": 24.324,
      "lon": -81.076,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4770.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2644
        },
        {
          "name": "alignment",
          "value": -0.2069
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.5013961791992188,
        "torsion": 0.0,
        "alignment": -0.20693588256835938,
        "S_field": 1.3212265968322754,
        "Gamma_field": 0.1967570036649704,
        "S_over_Gamma": 6.715016841888428,
        "Da": 11.049367904663086,
        "E_coh": 0.9837965965270996,
        "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": [
          [
            [
              -81.06,
              24.38
            ],
            [
              -81.04,
              24.37
            ],
            [
              -81.04,
              24.36
            ],
            [
              -81.02,
              24.34
            ],
            [
              -81.03,
              24.32
            ],
            [
              -81.02,
              24.31
            ],
            [
              -81.03,
              24.27
            ],
            [
              -81.04,
              24.26
            ],
            [
              -81.11,
              24.26
            ],
            [
              -81.12,
              24.27
            ],
            [
              -81.14,
              24.27
            ],
            [
              -81.15,
              24.28
            ],
            [
              -81.14,
              24.29
            ],
            [
              -81.14,
              24.35
            ],
            [
              -81.1,
              24.35
            ],
            [
              -81.09,
              24.36
            ],
            [
              -81.08,
              24.35
            ],
            [
              -81.06,
              24.35
            ],
            [
              -81.05,
              24.36
            ],
            [
              -81.06,
              24.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0578,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95fbbb288a99898379043aac4fae1956feeb3c9b69253d337793d86409833488"
      },
      "receipt_sha256": "95fbbb288a99898379043aac4fae1956feeb3c9b69253d337793d86409833488"
    },
    {
      "storm_id": "876100",
      "lat": 34.2175,
      "lon": -84.2862,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2912.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0144
        },
        {
          "name": "alignment",
          "value": 2.0045
        },
        {
          "name": "tau",
          "value": 3.6185
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 3.6185340881347656,
      "coherence_diagnostics": {
        "tau": 3.6185340881347656,
        "grad_tau": 0.20025528967380524,
        "torsion": 0.0,
        "alignment": 2.0045018196105957,
        "S_field": 1.1005250215530396,
        "Gamma_field": 0.23759032785892487,
        "S_over_Gamma": 4.632028102874756,
        "Da": 15.584583282470703,
        "E_coh": 0.9432865381240845,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.31,
              34.25
            ],
            [
              -84.26,
              34.25
            ],
            [
              -84.23,
              34.19
            ],
            [
              -84.24,
              34.18
            ],
            [
              -84.3,
              34.18
            ],
            [
              -84.32,
              34.2
            ],
            [
              -84.32,
              34.24
            ],
            [
              -84.31,
              34.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0573,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb1cc17287fda6554de1c2e8a74628bf84a584b09a9589a3a6840d6c7853b373"
      },
      "receipt_sha256": "fb1cc17287fda6554de1c2e8a74628bf84a584b09a9589a3a6840d6c7853b373"
    },
    {
      "storm_id": "876750",
      "lat": 29.4642,
      "lon": -83.0533,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3181.0,
      "ebshear": 7.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0144
        },
        {
          "name": "alignment",
          "value": -0.6489
        },
        {
          "name": "tau",
          "value": 5.2739
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 5.2739057540893555,
      "coherence_diagnostics": {
        "tau": 5.2739057540893555,
        "grad_tau": 0.4196237325668335,
        "torsion": 0.0,
        "alignment": -0.6489403247833252,
        "S_field": 1.2871613502502441,
        "Gamma_field": 0.2200903296470642,
        "S_over_Gamma": 5.848331928253174,
        "Da": 13.666572570800781,
        "E_coh": 0.9841891527175903,
        "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": [
          [
            [
              -83.11,
              29.51
            ],
            [
              -83.06,
              29.51
            ],
            [
              -83.04,
              29.49
            ],
            [
              -83.01,
              29.48
            ],
            [
              -82.99,
              29.45
            ],
            [
              -83.0,
              29.41
            ],
            [
              -83.03,
              29.41
            ],
            [
              -83.05,
              29.43
            ],
            [
              -83.07,
              29.43
            ],
            [
              -83.08,
              29.44
            ],
            [
              -83.09,
              29.5
            ],
            [
              -83.11,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0573,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb1cc17287fda6554de1c2e8a74628bf84a584b09a9589a3a6840d6c7853b373"
      },
      "receipt_sha256": "fb1cc17287fda6554de1c2e8a74628bf84a584b09a9589a3a6840d6c7853b373"
    },
    {
      "storm_id": "876466",
      "lat": 29.2812,
      "lon": -97.5269,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1950.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3894
        },
        {
          "name": "alignment",
          "value": -1.8289
        },
        {
          "name": "tau",
          "value": 1.4446
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0572
      },
      "coherence_score": 1.4446204900741577,
      "coherence_diagnostics": {
        "tau": 1.4446204900741577,
        "grad_tau": 0.45339876413345337,
        "torsion": 0.0,
        "alignment": -1.8288809061050415,
        "S_field": 0.6453924775123596,
        "Gamma_field": 0.2409236580133438,
        "S_over_Gamma": 2.678825616836548,
        "Da": 13.96635913848877,
        "E_coh": 0.9320303201675415,
        "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": [
          [
            [
              -97.56,
              29.32
            ],
            [
              -97.53,
              29.32
            ],
            [
              -97.52,
              29.31
            ],
            [
              -97.51,
              29.32
            ],
            [
              -97.49,
              29.31
            ],
            [
              -97.48,
              29.29
            ],
            [
              -97.49,
              29.28
            ],
            [
              -97.48,
              29.27
            ],
            [
              -97.48,
              29.24
            ],
            [
              -97.49,
              29.23
            ],
            [
              -97.54,
              29.21
            ],
            [
              -97.58,
              29.24
            ],
            [
              -97.58,
              29.26
            ],
            [
              -97.57,
              29.27
            ],
            [
              -97.57,
              29.31
            ],
            [
              -97.56,
              29.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0572,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0572,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60da0836f59eb92463de8af4f3391114a816be933fb860f23f596d54cfe3d83d"
      },
      "receipt_sha256": "60da0836f59eb92463de8af4f3391114a816be933fb860f23f596d54cfe3d83d"
    },
    {
      "storm_id": "876746",
      "lat": 30.002,
      "lon": -90.6467,
      "motion_east": 0.3,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3241.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.1394
        },
        {
          "name": "alignment",
          "value": 0.4378
        },
        {
          "name": "tau",
          "value": 3.1874
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 3.1873810291290283,
      "coherence_diagnostics": {
        "tau": 3.1873810291290283,
        "grad_tau": 0.10629453510046005,
        "torsion": 0.0,
        "alignment": 0.4377841353416443,
        "S_field": 0.5579245090484619,
        "Gamma_field": 0.39009034633636475,
        "S_over_Gamma": 1.4302443265914917,
        "Da": 22.74871063232422,
        "E_coh": 0.9717179536819458,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.64,
              30.07
            ],
            [
              -90.62,
              30.07
            ],
            [
              -90.61,
              30.06
            ],
            [
              -90.61,
              30.04
            ],
            [
              -90.62,
              30.03
            ],
            [
              -90.61,
              29.99
            ],
            [
              -90.63,
              29.96
            ],
            [
              -90.63,
              29.93
            ],
            [
              -90.64,
              29.92
            ],
            [
              -90.68,
              29.92
            ],
            [
              -90.7,
              29.94
            ],
            [
              -90.7,
              29.99
            ],
            [
              -90.69,
              30.0
            ],
            [
              -90.68,
              30.04
            ],
            [
              -90.64,
              30.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0566,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf9c37e24e05608a587d0e23b9bf3ce687d927c59f317e80870b02d45647858d"
      },
      "receipt_sha256": "bf9c37e24e05608a587d0e23b9bf3ce687d927c59f317e80870b02d45647858d"
    },
    {
      "storm_id": "876779",
      "lat": 26.4482,
      "lon": -80.6709,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4401.0,
      "ebshear": 10.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7644
        },
        {
          "name": "alignment",
          "value": 0.2782
        },
        {
          "name": "tau",
          "value": 4.0211
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0563
      },
      "coherence_score": 4.02107048034668,
      "coherence_diagnostics": {
        "tau": 4.02107048034668,
        "grad_tau": 1.2854201793670654,
        "torsion": 0.0,
        "alignment": 0.27819812297821045,
        "S_field": 1.4446810483932495,
        "Gamma_field": 0.19759033620357513,
        "S_over_Gamma": 7.311496257781982,
        "Da": 11.01552963256836,
        "E_coh": 0.9849157929420471,
        "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": [
          [
            [
              -80.67,
              26.49
            ],
            [
              -80.66,
              26.48
            ],
            [
              -80.64,
              26.48
            ],
            [
              -80.63,
              26.47
            ],
            [
              -80.63,
              26.41
            ],
            [
              -80.65,
              26.4
            ],
            [
              -80.71,
              26.4
            ],
            [
              -80.71,
              26.42
            ],
            [
              -80.7,
              26.43
            ],
            [
              -80.71,
              26.46
            ],
            [
              -80.67,
              26.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0563,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0563,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b30271e7dd3ac94f94d93694b0b8777020aa04d63e7e4d166d6e2b706f76fa3"
      },
      "receipt_sha256": "8b30271e7dd3ac94f94d93694b0b8777020aa04d63e7e4d166d6e2b706f76fa3"
    },
    {
      "storm_id": "876457",
      "lat": 31.7289,
      "lon": -86.3311,
      "motion_east": 5.3,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2421.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3894
        },
        {
          "name": "alignment",
          "value": -0.8885
        },
        {
          "name": "tau",
          "value": 3.7655
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 3.7654762268066406,
      "coherence_diagnostics": {
        "tau": 3.7654762268066406,
        "grad_tau": 0.27814337611198425,
        "torsion": 0.0,
        "alignment": -0.8885048031806946,
        "S_field": 1.0078707933425903,
        "Gamma_field": 0.2542570233345032,
        "S_over_Gamma": 3.9639840126037598,
        "Da": 16.11020851135254,
        "E_coh": 0.9769260883331299,
        "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": [
          [
            [
              -86.38,
              31.79
            ],
            [
              -86.33,
              31.79
            ],
            [
              -86.31,
              31.78
            ],
            [
              -86.3,
              31.77
            ],
            [
              -86.3,
              31.74
            ],
            [
              -86.28,
              31.72
            ],
            [
              -86.27,
              31.72
            ],
            [
              -86.27,
              31.69
            ],
            [
              -86.29,
              31.7
            ],
            [
              -86.3,
              31.68
            ],
            [
              -86.31,
              31.68
            ],
            [
              -86.32,
              31.69
            ],
            [
              -86.36,
              31.69
            ],
            [
              -86.37,
              31.7
            ],
            [
              -86.39,
              31.7
            ],
            [
              -86.4,
              31.71
            ],
            [
              -86.4,
              31.78
            ],
            [
              -86.38,
              31.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0562,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2415ad5fceaf3f3d6d86ea8cf85c989f6bfbb39a7dfd810aef23858c45afc5d7"
      },
      "receipt_sha256": "2415ad5fceaf3f3d6d86ea8cf85c989f6bfbb39a7dfd810aef23858c45afc5d7"
    },
    {
      "storm_id": "876598",
      "lat": 25.1491,
      "lon": -78.9082,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4143.0,
      "ebshear": 9.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2644
        },
        {
          "name": "alignment",
          "value": -0.2069
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 2.4641058444976807,
        "torsion": 0.0,
        "alignment": -0.20693588256835938,
        "S_field": 0.657755970954895,
        "Gamma_field": 0.5042570233345032,
        "S_over_Gamma": 1.3044061660766602,
        "Da": 28.266326904296875,
        "E_coh": 0.9743819236755371,
        "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": [
          [
            [
              -78.96,
              25.21
            ],
            [
              -78.85,
              25.21
            ],
            [
              -78.86,
              25.19
            ],
            [
              -78.86,
              25.12
            ],
            [
              -78.87,
              25.12
            ],
            [
              -78.89,
              25.1
            ],
            [
              -78.91,
              25.12
            ],
            [
              -78.93,
              25.12
            ],
            [
              -78.94,
              25.11
            ],
            [
              -78.96,
              25.13
            ],
            [
              -78.96,
              25.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0562,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2415ad5fceaf3f3d6d86ea8cf85c989f6bfbb39a7dfd810aef23858c45afc5d7"
      },
      "receipt_sha256": "2415ad5fceaf3f3d6d86ea8cf85c989f6bfbb39a7dfd810aef23858c45afc5d7"
    },
    {
      "storm_id": "876554",
      "lat": 34.0189,
      "lon": -84.5556,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3125.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0144
        },
        {
          "name": "alignment",
          "value": 2.0045
        },
        {
          "name": "tau",
          "value": 3.6185
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0555
      },
      "coherence_score": 3.6185340881347656,
      "coherence_diagnostics": {
        "tau": 3.6185340881347656,
        "grad_tau": 0.20025528967380524,
        "torsion": 0.0,
        "alignment": 2.0045018196105957,
        "S_field": 1.1005250215530396,
        "Gamma_field": 0.23759032785892487,
        "S_over_Gamma": 4.632028102874756,
        "Da": 15.584583282470703,
        "E_coh": 0.9432865381240845,
        "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": [
          [
            [
              -84.57,
              34.06
            ],
            [
              -84.54,
              34.06
            ],
            [
              -84.52,
              34.05
            ],
            [
              -84.52,
              33.98
            ],
            [
              -84.53,
              33.97
            ],
            [
              -84.57,
              33.97
            ],
            [
              -84.59,
              33.98
            ],
            [
              -84.59,
              34.04
            ],
            [
              -84.57,
              34.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0555,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0555,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c811fdd4de73694b3bed0b91644ac6465296975b161fa38fe2a36dfdc3b2a3d0"
      },
      "receipt_sha256": "c811fdd4de73694b3bed0b91644ac6465296975b161fa38fe2a36dfdc3b2a3d0"
    },
    {
      "storm_id": "875327",
      "lat": 25.8572,
      "lon": -95.662,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3737.0,
      "ebshear": 13.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2644
        },
        {
          "name": "alignment",
          "value": 2.9787
        },
        {
          "name": "tau",
          "value": 1.1075
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 1.1074624061584473,
      "coherence_diagnostics": {
        "tau": 1.1074624061584473,
        "grad_tau": 1.0277225971221924,
        "torsion": 0.0,
        "alignment": 2.978682279586792,
        "S_field": 0.5575075745582581,
        "Gamma_field": 0.26009035110473633,
        "S_over_Gamma": 2.143515110015869,
        "Da": 15.935100555419922,
        "E_coh": 0.9130509495735168,
        "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": [
          [
            [
              -95.65,
              26.04
            ],
            [
              -95.6,
              26.04
            ],
            [
              -95.58,
              26.0
            ],
            [
              -95.58,
              25.98
            ],
            [
              -95.57,
              25.97
            ],
            [
              -95.57,
              25.92
            ],
            [
              -95.65,
              25.86
            ],
            [
              -95.65,
              25.83
            ],
            [
              -95.67,
              25.81
            ],
            [
              -95.67,
              25.79
            ],
            [
              -95.62,
              25.74
            ],
            [
              -95.62,
              25.7
            ],
            [
              -95.64,
              25.68
            ],
            [
              -95.69,
              25.68
            ],
            [
              -95.7,
              25.69
            ],
            [
              -95.72,
              25.69
            ],
            [
              -95.74,
              25.71
            ],
            [
              -95.76,
              25.75
            ],
            [
              -95.76,
              25.85
            ],
            [
              -95.75,
              25.87
            ],
            [
              -95.71,
              25.89
            ],
            [
              -95.66,
              25.94
            ],
            [
              -95.67,
              25.96
            ],
            [
              -95.67,
              26.0
            ],
            [
              -95.65,
              26.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0553,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d193e3e77463dce2a841e0bcdb824206c0fe3580c474acd0926bc3bf3a67c24a"
      },
      "receipt_sha256": "d193e3e77463dce2a841e0bcdb824206c0fe3580c474acd0926bc3bf3a67c24a"
    },
    {
      "storm_id": "876292",
      "lat": 40.9367,
      "lon": -77.5789,
      "motion_east": 2.3,
      "motion_south": 2.9,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1817.0,
      "ebshear": 30.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0144
        },
        {
          "name": "alignment",
          "value": 0.019
        },
        {
          "name": "tau",
          "value": 2.4542
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 2.4542412757873535,
      "coherence_diagnostics": {
        "tau": 2.4542412757873535,
        "grad_tau": 0.2081490457057953,
        "torsion": 0.0,
        "alignment": 0.01904881000518799,
        "S_field": 0.7428489923477173,
        "Gamma_field": 0.18925699591636658,
        "S_over_Gamma": 3.9250807762145996,
        "Da": 11.33137035369873,
        "E_coh": 0.8341225981712341,
        "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": [
          [
            [
              -77.6,
              40.97
            ],
            [
              -77.57,
              40.97
            ],
            [
              -77.54,
              40.95
            ],
            [
              -77.54,
              40.91
            ],
            [
              -77.55,
              40.9
            ],
            [
              -77.59,
              40.89
            ],
            [
              -77.61,
              40.91
            ],
            [
              -77.61,
              40.96
            ],
            [
              -77.6,
              40.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0553,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d193e3e77463dce2a841e0bcdb824206c0fe3580c474acd0926bc3bf3a67c24a"
      },
      "receipt_sha256": "d193e3e77463dce2a841e0bcdb824206c0fe3580c474acd0926bc3bf3a67c24a"
    },
    {
      "storm_id": "876136",
      "lat": 30.3288,
      "lon": -91.8961,
      "motion_east": 1.4,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3031.0,
      "ebshear": 10.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.5144
        },
        {
          "name": "alignment",
          "value": -1.0651
        },
        {
          "name": "tau",
          "value": 3.2143
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.055
      },
      "coherence_score": 3.214346170425415,
      "coherence_diagnostics": {
        "tau": 3.214346170425415,
        "grad_tau": 0.33373892307281494,
        "torsion": 0.0,
        "alignment": -1.0650873184204102,
        "S_field": 1.4740164279937744,
        "Gamma_field": 0.19509033858776093,
        "S_over_Gamma": 7.555558204650879,
        "Da": 11.709039688110352,
        "E_coh": 0.9699538350105286,
        "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": [
          [
            [
              -91.8,
              30.39
            ],
            [
              -91.79,
              30.39
            ],
            [
              -91.78,
              30.39
            ],
            [
              -91.77,
              30.39
            ],
            [
              -91.76,
              30.39
            ],
            [
              -91.75,
              30.39
            ],
            [
              -91.75,
              30.38
            ],
            [
              -91.75,
              30.37
            ],
            [
              -91.74,
              30.36
            ],
            [
              -91.74,
              30.35
            ],
            [
              -91.74,
              30.34
            ],
            [
              -91.74,
              30.33
            ],
            [
              -91.75,
              30.32
            ],
            [
              -91.75,
              30.31
            ],
            [
              -91.76,
              30.3
            ],
            [
              -91.77,
              30.29
            ],
            [
              -91.78,
              30.29
            ],
            [
              -91.79,
              30.29
            ],
            [
              -91.8,
              30.28
            ],
            [
              -91.81,
              30.28
            ],
            [
              -91.82,
              30.28
            ],
            [
              -91.83,
              30.28
            ],
            [
              -91.84,
              30.29
            ],
            [
              -91.85,
              30.29
            ],
            [
              -91.86,
              30.29
            ],
            [
              -91.87,
              30.28
            ],
            [
              -91.88,
              30.28
            ],
            [
              -91.89,
              30.27
            ],
            [
              -91.9,
              30.27
            ],
            [
              -91.91,
              30.27
            ],
            [
              -91.92,
              30.27
            ],
            [
              -91.93,
              30.26
            ],
            [
              -91.94,
              30.26
            ],
            [
              -91.95,
              30.25
            ],
            [
              -91.96,
              30.25
            ],
            [
              -91.97,
              30.25
            ],
            [
              -91.98,
              30.26
            ],
            [
              -91.99,
              30.26
            ],
            [
              -92.0,
              30.26
            ],
            [
              -92.01,
              30.27
            ],
            [
              -92.01,
              30.28
            ],
            [
              -92.02,
              30.29
            ],
            [
              -92.03,
              30.3
            ],
            [
              -92.03,
              30.31
            ],
            [
              -92.03,
              30.32
            ],
            [
              -92.03,
              30.33
            ],
            [
              -92.03,
              30.34
            ],
            [
              -92.03,
              30.35
            ],
            [
              -92.03,
              30.36
            ],
            [
              -92.04,
              30.37
            ],
            [
              -92.05,
              30.36
            ],
            [
              -92.05,
              30.37
            ],
            [
              -92.04,
              30.37
            ],
            [
              -92.03,
              30.37
            ],
            [
              -92.02,
              30.37
            ],
            [
              -92.01,
              30.36
            ],
            [
              -92.0,
              30.37
            ],
            [
              -91.99,
              30.37
            ],
            [
              -91.98,
              30.36
            ],
            [
              -91.97,
              30.36
            ],
            [
              -91.96,
              30.36
            ],
            [
              -91.95,
              30.37
            ],
            [
              -91.94,
              30.37
            ],
            [
              -91.93,
              30.37
            ],
            [
              -91.92,
              30.37
            ],
            [
              -91.91,
              30.37
            ],
            [
              -91.9,
              30.36
            ],
            [
              -91.89,
              30.36
            ],
            [
              -91.88,
              30.36
            ],
            [
              -91.87,
              30.35
            ],
            [
              -91.86,
              30.35
            ],
            [
              -91.85,
              30.35
            ],
            [
              -91.84,
              30.35
            ],
            [
              -91.83,
              30.36
            ],
            [
              -91.82,
              30.37
            ],
            [
              -91.81,
              30.38
            ],
            [
              -91.8,
              30.39
            ]
          ]
        ]
      },
      "raw_probability": 0.055,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2efca9e75e788f5c0b401e4faa886d9abe458831f22166e21d773c85ece94d4b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.055,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c22078daf904b9feb71a0be6ef74ed85445d0c2f49a2de3952ec573e33c01980"
      },
      "receipt_sha256": "c22078daf904b9feb71a0be6ef74ed85445d0c2f49a2de3952ec573e33c01980"
    },
    {
      "storm_id": "876752",
      "lat": 28.0743,
      "lon": -84.7864,
      "motion_east": -2.0,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4468.0,
      "ebshear": 9.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5144
        },
        {
          "name": "alignment",
          "value": 0.7342
        },
        {
          "name": "tau",
          "value": 4.8598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.055
      },
      "coherence_score": 4.8598432540893555,
      "coherence_diagnostics": {
        "tau": 4.8598432540893555,
        "grad_tau": 0.2822822332382202,
        "torsion": 0.0,
        "alignment": 0.7341848015785217,
        "S_field": 1.4889583587646484,
        "Gamma_field": 0.1992570012807846,
        "S_over_Gamma": 7.472552299499512,
        "Da": 12.07146167755127,
        "E_coh": 0.9705957770347595,
        "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": [
          [
            [
              -84.82,
              28.12
            ],
            [
              -84.78,
              28.11
            ],
            [
              -84.77,
              28.1
            ],
            [
              -84.75,
              28.1
            ],
            [
              -84.75,
              28.08
            ],
            [
              -84.76,
              28.07
            ],
            [
              -84.75,
              28.05
            ],
            [
              -84.77,
              28.05
            ],
            [
              -84.8,
              28.03
            ],
            [
              -84.78,
              28.02
            ],
            [
              -84.8,
              28.02
            ],
            [
              -84.83,
              28.06
            ],
            [
              -84.83,
              28.11
            ],
            [
              -84.82,
              28.12
            ]
          ]
        ]
      },
      "raw_probability": 0.055,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2efca9e75e788f5c0b401e4faa886d9abe458831f22166e21d773c85ece94d4b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.055,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c22078daf904b9feb71a0be6ef74ed85445d0c2f49a2de3952ec573e33c01980"
      },
      "receipt_sha256": "c22078daf904b9feb71a0be6ef74ed85445d0c2f49a2de3952ec573e33c01980"
    },
    {
      "storm_id": "876629",
      "lat": 33.71,
      "lon": -85.9809,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2793.0,
      "ebshear": 16.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6394
        },
        {
          "name": "alignment",
          "value": 3.7099
        },
        {
          "name": "tau",
          "value": 3.2913
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0549
      },
      "coherence_score": 3.2912862300872803,
      "coherence_diagnostics": {
        "tau": 3.2912862300872803,
        "grad_tau": 0.17196542024612427,
        "torsion": 0.0,
        "alignment": 3.7098848819732666,
        "S_field": 1.0617921352386475,
        "Gamma_field": 0.30425703525543213,
        "S_over_Gamma": 3.4897866249084473,
        "Da": 20.005569458007812,
        "E_coh": 0.9309130907058716,
        "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": [
          [
            [
              -85.99,
              33.75
            ],
            [
              -85.95,
              33.73
            ],
            [
              -85.95,
              33.72
            ],
            [
              -85.97,
              33.7
            ],
            [
              -85.95,
              33.68
            ],
            [
              -85.96,
              33.66
            ],
            [
              -85.99,
              33.67
            ],
            [
              -85.98,
              33.68
            ],
            [
              -86.03,
              33.73
            ],
            [
              -86.03,
              33.74
            ],
            [
              -85.99,
              33.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0549,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0549,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79f2d30cdef53ebab006450b7c6ae1e95ad6ec30219e97afbea561ed6b30dcec"
      },
      "receipt_sha256": "79f2d30cdef53ebab006450b7c6ae1e95ad6ec30219e97afbea561ed6b30dcec"
    },
    {
      "storm_id": "875557",
      "lat": 27.9187,
      "lon": -84.6348,
      "motion_east": -3.0,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4424.0,
      "ebshear": 10.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.46,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5144
        },
        {
          "name": "alignment",
          "value": 0.7342
        },
        {
          "name": "tau",
          "value": 4.8598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0546
      },
      "coherence_score": 4.8598432540893555,
      "coherence_diagnostics": {
        "tau": 4.8598432540893555,
        "grad_tau": 0.2822822332382202,
        "torsion": 0.0,
        "alignment": 0.7341848015785217,
        "S_field": 1.4889583587646484,
        "Gamma_field": 0.1992570012807846,
        "S_over_Gamma": 7.472552299499512,
        "Da": 12.07146167755127,
        "E_coh": 0.9705957770347595,
        "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": [
          [
            [
              -84.71,
              28.02
            ],
            [
              -84.62,
              28.02
            ],
            [
              -84.62,
              28.01
            ],
            [
              -84.6,
              27.99
            ],
            [
              -84.6,
              27.97
            ],
            [
              -84.61,
              27.96
            ],
            [
              -84.6,
              27.92
            ],
            [
              -84.59,
              27.91
            ],
            [
              -84.55,
              27.9
            ],
            [
              -84.53,
              27.87
            ],
            [
              -84.51,
              27.87
            ],
            [
              -84.5,
              27.88
            ],
            [
              -84.49,
              27.87
            ],
            [
              -84.49,
              27.83
            ],
            [
              -84.5,
              27.82
            ],
            [
              -84.56,
              27.81
            ],
            [
              -84.56,
              27.82
            ],
            [
              -84.59,
              27.85
            ],
            [
              -84.61,
              27.85
            ],
            [
              -84.62,
              27.86
            ],
            [
              -84.62,
              27.89
            ],
            [
              -84.63,
              27.9
            ],
            [
              -84.73,
              27.9
            ],
            [
              -84.74,
              27.91
            ],
            [
              -84.8,
              27.92
            ],
            [
              -84.82,
              27.94
            ],
            [
              -84.82,
              27.98
            ],
            [
              -84.81,
              27.99
            ],
            [
              -84.79,
              28.0
            ],
            [
              -84.75,
              28.0
            ],
            [
              -84.71,
              28.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0546,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0546,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c2fa6eabae1f3875ddf9d2874cc975475dad76b493efaa3226a9ea55a1bcd53"
      },
      "receipt_sha256": "3c2fa6eabae1f3875ddf9d2874cc975475dad76b493efaa3226a9ea55a1bcd53"
    },
    {
      "storm_id": "876743",
      "lat": 33.5556,
      "lon": -83.6544,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3175.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7644
        },
        {
          "name": "alignment",
          "value": 1.451
        },
        {
          "name": "tau",
          "value": 3.5651
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0546
      },
      "coherence_score": 3.5650906562805176,
      "coherence_diagnostics": {
        "tau": 3.5650906562805176,
        "grad_tau": 0.1811816394329071,
        "torsion": 0.0,
        "alignment": 1.451040267944336,
        "S_field": 0.6696352958679199,
        "Gamma_field": 0.3167570233345032,
        "S_over_Gamma": 2.114034652709961,
        "Da": 21.056596755981445,
        "E_coh": 0.962154746055603,
        "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": [
          [
            [
              -83.67,
              33.59
            ],
            [
              -83.64,
              33.59
            ],
            [
              -83.62,
              33.56
            ],
            [
              -83.62,
              33.54
            ],
            [
              -83.64,
              33.52
            ],
            [
              -83.65,
              33.53
            ],
            [
              -83.69,
              33.52
            ],
            [
              -83.69,
              33.56
            ],
            [
              -83.67,
              33.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0546,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0546,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c2fa6eabae1f3875ddf9d2874cc975475dad76b493efaa3226a9ea55a1bcd53"
      },
      "receipt_sha256": "3c2fa6eabae1f3875ddf9d2874cc975475dad76b493efaa3226a9ea55a1bcd53"
    },
    {
      "storm_id": "876761",
      "lat": 40.9625,
      "lon": -86.1275,
      "motion_east": 3.9,
      "motion_south": 2.3,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2323.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7644
        },
        {
          "name": "alignment",
          "value": -1.2757
        },
        {
          "name": "tau",
          "value": 1.781
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 1.7809513807296753,
      "coherence_diagnostics": {
        "tau": 1.7809513807296753,
        "grad_tau": 0.3508486747741699,
        "torsion": 0.0,
        "alignment": -1.2756879329681396,
        "S_field": 0.141507089138031,
        "Gamma_field": 0.32259035110473633,
        "S_over_Gamma": 0.43865877389907837,
        "Da": 19.292125701904297,
        "E_coh": 0.013717561960220337,
        "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": [
          [
            [
              -86.14,
              40.99
            ],
            [
              -86.09,
              40.99
            ],
            [
              -86.08,
              40.98
            ],
            [
              -86.08,
              40.92
            ],
            [
              -86.15,
              40.92
            ],
            [
              -86.17,
              40.94
            ],
            [
              -86.17,
              40.97
            ],
            [
              -86.14,
              40.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0544,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "579012ea7a4f486b4e9e3f6d936afd604aff6024978b36adff92a9bbca0e4b91"
      },
      "receipt_sha256": "579012ea7a4f486b4e9e3f6d936afd604aff6024978b36adff92a9bbca0e4b91"
    },
    {
      "storm_id": "876774",
      "lat": 32.8092,
      "lon": -84.4083,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2443.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3894
        },
        {
          "name": "alignment",
          "value": 2.6192
        },
        {
          "name": "tau",
          "value": 3.7856
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 3.785598039627075,
      "coherence_diagnostics": {
        "tau": 3.785598039627075,
        "grad_tau": 0.08581973612308502,
        "torsion": 0.0,
        "alignment": 2.619229555130005,
        "S_field": 1.2516319751739502,
        "Gamma_field": 0.2084236592054367,
        "S_over_Gamma": 6.005229949951172,
        "Da": 13.821457862854004,
        "E_coh": 0.9874191284179688,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.43,
              32.84
            ],
            [
              -84.39,
              32.84
            ],
            [
              -84.39,
              32.83
            ],
            [
              -84.4,
              32.83
            ],
            [
              -84.41,
              32.81
            ],
            [
              -84.39,
              32.8
            ],
            [
              -84.37,
              32.77
            ],
            [
              -84.39,
              32.76
            ],
            [
              -84.45,
              32.76
            ],
            [
              -84.42,
              32.81
            ],
            [
              -84.43,
              32.82
            ],
            [
              -84.43,
              32.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0543,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e0dfbd7ad07bd56a31f5e1009fe0a11e6a1856d65f78a4ba142bd643436b4db"
      },
      "receipt_sha256": "2e0dfbd7ad07bd56a31f5e1009fe0a11e6a1856d65f78a4ba142bd643436b4db"
    },
    {
      "storm_id": "876608",
      "lat": 41.2582,
      "lon": -83.4077,
      "motion_east": 2.8,
      "motion_south": 2.4,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2582.0,
      "ebshear": 21.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6394
        },
        {
          "name": "alignment",
          "value": 1.3197
        },
        {
          "name": "tau",
          "value": 2.2796
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0542
      },
      "coherence_score": 2.279559373855591,
      "coherence_diagnostics": {
        "tau": 2.279559373855591,
        "grad_tau": 0.37541821599006653,
        "torsion": 0.0,
        "alignment": 1.3197035789489746,
        "S_field": 0.4638930559158325,
        "Gamma_field": 0.23009033501148224,
        "S_over_Gamma": 2.01613450050354,
        "Da": 13.509578704833984,
        "E_coh": 0.905551552772522,
        "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": [
          [
            [
              -83.34,
              41.36
            ],
            [
              -83.31,
              41.36
            ],
            [
              -83.26,
              41.31
            ],
            [
              -83.25,
              41.25
            ],
            [
              -83.27,
              41.23
            ],
            [
              -83.32,
              41.23
            ],
            [
              -83.33,
              41.25
            ],
            [
              -83.35,
              41.26
            ],
            [
              -83.36,
              41.25
            ],
            [
              -83.4,
              41.25
            ],
            [
              -83.42,
              41.24
            ],
            [
              -83.48,
              41.17
            ],
            [
              -83.53,
              41.17
            ],
            [
              -83.54,
              41.18
            ],
            [
              -83.55,
              41.2
            ],
            [
              -83.54,
              41.22
            ],
            [
              -83.54,
              41.25
            ],
            [
              -83.5,
              41.27
            ],
            [
              -83.47,
              41.27
            ],
            [
              -83.45,
              41.28
            ],
            [
              -83.42,
              41.32
            ],
            [
              -83.34,
              41.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0542,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6f171aa2a52b21fb4f5be4813b289459abad54cb2d064d2df7791390c16e19f4",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0542,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83d34b375b855cab8755148707c4e995b1c6e85acabeb316e6f33b1c25a04614"
      },
      "receipt_sha256": "83d34b375b855cab8755148707c4e995b1c6e85acabeb316e6f33b1c25a04614"
    },
    {
      "storm_id": "876680",
      "lat": 41.5664,
      "lon": -76.7791,
      "motion_east": 2.2,
      "motion_south": 3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 918.0,
      "ebshear": 23.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5144
        },
        {
          "name": "alignment",
          "value": -0.0058
        },
        {
          "name": "tau",
          "value": 2.078
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 2.0779948234558105,
      "coherence_diagnostics": {
        "tau": 2.0779948234558105,
        "grad_tau": 0.36548498272895813,
        "torsion": 0.0,
        "alignment": -0.005816638469696045,
        "S_field": 0.6112685799598694,
        "Gamma_field": 0.20175699889659882,
        "S_over_Gamma": 3.02972674369812,
        "Da": 11.98015308380127,
        "E_coh": 0.9033339619636536,
        "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": [
          [
            [
              -76.79,
              41.61
            ],
            [
              -76.76,
              41.61
            ],
            [
              -76.73,
              41.58
            ],
            [
              -76.73,
              41.54
            ],
            [
              -76.74,
              41.53
            ],
            [
              -76.78,
              41.53
            ],
            [
              -76.79,
              41.54
            ],
            [
              -76.82,
              41.54
            ],
            [
              -76.83,
              41.55
            ],
            [
              -76.81,
              41.59
            ],
            [
              -76.79,
              41.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0534,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01b691b5390ef9425a6f8e6924254d07c5c9bbe4f3d22ce7c01008559919c018"
      },
      "receipt_sha256": "01b691b5390ef9425a6f8e6924254d07c5c9bbe4f3d22ce7c01008559919c018"
    },
    {
      "storm_id": "876594",
      "lat": 26.2167,
      "lon": -95.4856,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3382.0,
      "ebshear": 16.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2644
        },
        {
          "name": "alignment",
          "value": 2.9787
        },
        {
          "name": "tau",
          "value": 1.1075
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0531
      },
      "coherence_score": 1.1074624061584473,
      "coherence_diagnostics": {
        "tau": 1.1074624061584473,
        "grad_tau": 1.0277225971221924,
        "torsion": 0.0,
        "alignment": 2.978682279586792,
        "S_field": 0.5575075745582581,
        "Gamma_field": 0.26009035110473633,
        "S_over_Gamma": 2.143515110015869,
        "Da": 15.935100555419922,
        "E_coh": 0.9130509495735168,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.5,
              26.25
            ],
            [
              -95.46,
              26.25
            ],
            [
              -95.45,
              26.23
            ],
            [
              -95.45,
              26.19
            ],
            [
              -95.46,
              26.18
            ],
            [
              -95.51,
              26.18
            ],
            [
              -95.52,
              26.19
            ],
            [
              -95.52,
              26.23
            ],
            [
              -95.5,
              26.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0531,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0531,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b80414bc41ead3ccf263821d34e3c4ed98d19a76034d3dfcb1fec6227bf45ce"
      },
      "receipt_sha256": "2b80414bc41ead3ccf263821d34e3c4ed98d19a76034d3dfcb1fec6227bf45ce"
    },
    {
      "storm_id": "876232",
      "lat": 29.2255,
      "lon": -88.7091,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4117.0,
      "ebshear": 10.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5144
        },
        {
          "name": "alignment",
          "value": -0.8548
        },
        {
          "name": "tau",
          "value": 4.2252
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 4.22517728805542,
      "coherence_diagnostics": {
        "tau": 4.22517728805542,
        "grad_tau": 0.5095213055610657,
        "torsion": 0.0,
        "alignment": -0.8548480272293091,
        "S_field": 1.1116290092468262,
        "Gamma_field": 0.23675699532032013,
        "S_over_Gamma": 4.695231914520264,
        "Da": 13.802382469177246,
        "E_coh": 0.9816493988037109,
        "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": [
          [
            [
              -88.7,
              29.26
            ],
            [
              -88.68,
              29.26
            ],
            [
              -88.67,
              29.24
            ],
            [
              -88.67,
              29.21
            ],
            [
              -88.69,
              29.18
            ],
            [
              -88.73,
              29.17
            ],
            [
              -88.75,
              29.18
            ],
            [
              -88.76,
              29.22
            ],
            [
              -88.74,
              29.25
            ],
            [
              -88.71,
              29.25
            ],
            [
              -88.7,
              29.26
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.053,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "116cd80e034896185559385e0bd27cf23712a3bf1988eefa987973c1cee41116"
      },
      "receipt_sha256": "116cd80e034896185559385e0bd27cf23712a3bf1988eefa987973c1cee41116"
    },
    {
      "storm_id": "876568",
      "lat": 41.0336,
      "lon": -82.0091,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2518.0,
      "ebshear": 25.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7644
        },
        {
          "name": "alignment",
          "value": 0.3675
        },
        {
          "name": "tau",
          "value": 2.4499
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 2.449937105178833,
      "coherence_diagnostics": {
        "tau": 2.449937105178833,
        "grad_tau": 0.38192278146743774,
        "torsion": 0.0,
        "alignment": 0.36751940846443176,
        "S_field": 0.5835920572280884,
        "Gamma_field": 0.23925699293613434,
        "S_over_Gamma": 2.4391849040985107,
        "Da": 14.137066841125488,
        "E_coh": 0.9108172655105591,
        "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": [
          [
            [
              -82.0,
              41.08
            ],
            [
              -81.99,
              41.07
            ],
            [
              -81.97,
              41.07
            ],
            [
              -81.98,
              41.01
            ],
            [
              -82.01,
              40.99
            ],
            [
              -82.03,
              40.99
            ],
            [
              -82.05,
              41.0
            ],
            [
              -82.03,
              41.0
            ],
            [
              -82.01,
              41.02
            ],
            [
              -82.03,
              41.06
            ],
            [
              -82.0,
              41.08
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.053,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "116cd80e034896185559385e0bd27cf23712a3bf1988eefa987973c1cee41116"
      },
      "receipt_sha256": "116cd80e034896185559385e0bd27cf23712a3bf1988eefa987973c1cee41116"
    },
    {
      "storm_id": "874988",
      "lat": 40.6617,
      "lon": -82.9211,
      "motion_east": 6.9,
      "motion_south": 5.1,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2594.0,
      "ebshear": 21.0,
      "srh01": 18.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5144
        },
        {
          "name": "alignment",
          "value": 2.4302
        },
        {
          "name": "tau",
          "value": 2.6284
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 2.628425121307373,
      "coherence_diagnostics": {
        "tau": 2.628425121307373,
        "grad_tau": 0.30420541763305664,
        "torsion": 0.0,
        "alignment": 2.4301698207855225,
        "S_field": 0.8497782945632935,
        "Gamma_field": 0.19342365860939026,
        "S_over_Gamma": 4.393352508544922,
        "Da": 11.536166191101074,
        "E_coh": 0.9369865655899048,
        "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": [
          [
            [
              -82.95,
              40.74
            ],
            [
              -82.88,
              40.74
            ],
            [
              -82.86,
              40.72
            ],
            [
              -82.85,
              40.72
            ],
            [
              -82.84,
              40.71
            ],
            [
              -82.84,
              40.68
            ],
            [
              -82.85,
              40.67
            ],
            [
              -82.84,
              40.66
            ],
            [
              -82.88,
              40.61
            ],
            [
              -82.9,
              40.6
            ],
            [
              -82.93,
              40.6
            ],
            [
              -82.97,
              40.57
            ],
            [
              -83.01,
              40.57
            ],
            [
              -83.03,
              40.59
            ],
            [
              -83.03,
              40.63
            ],
            [
              -82.99,
              40.66
            ],
            [
              -82.98,
              40.7
            ],
            [
              -82.95,
              40.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0524,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22bbd2330b413057488582d1e02f9748bd3fcb0429fc894a31b9b1fd271fde7c"
      },
      "receipt_sha256": "22bbd2330b413057488582d1e02f9748bd3fcb0429fc894a31b9b1fd271fde7c"
    },
    {
      "storm_id": "875869",
      "lat": 29.7974,
      "lon": -91.38,
      "motion_east": 0.0,
      "motion_south": -4.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3764.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.8894
        },
        {
          "name": "alignment",
          "value": -1.7755
        },
        {
          "name": "tau",
          "value": 3.2855
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 3.2855405807495117,
      "coherence_diagnostics": {
        "tau": 3.2855405807495117,
        "grad_tau": 0.04389846324920654,
        "torsion": 0.0,
        "alignment": -1.7754586935043335,
        "S_field": 0.8688842058181763,
        "Gamma_field": 0.20925699174404144,
        "S_over_Gamma": 4.15223503112793,
        "Da": 12.769038200378418,
        "E_coh": 0.9564735889434814,
        "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": [
          [
            [
              -91.37,
              29.89
            ],
            [
              -91.35,
              29.88
            ],
            [
              -91.32,
              29.88
            ],
            [
              -91.29,
              29.85
            ],
            [
              -91.28,
              29.79
            ],
            [
              -91.31,
              29.75
            ],
            [
              -91.31,
              29.74
            ],
            [
              -91.32,
              29.74
            ],
            [
              -91.34,
              29.72
            ],
            [
              -91.38,
              29.7
            ],
            [
              -91.43,
              29.7
            ],
            [
              -91.45,
              29.72
            ],
            [
              -91.45,
              29.74
            ],
            [
              -91.47,
              29.76
            ],
            [
              -91.48,
              29.84
            ],
            [
              -91.45,
              29.86
            ],
            [
              -91.44,
              29.85
            ],
            [
              -91.41,
              29.85
            ],
            [
              -91.37,
              29.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0523,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "370a2b7a4dc6d4a5587ec13d32837757ab61138ebc47545be3f6bddb79161ad5"
      },
      "receipt_sha256": "370a2b7a4dc6d4a5587ec13d32837757ab61138ebc47545be3f6bddb79161ad5"
    },
    {
      "storm_id": "875485",
      "lat": 25.5872,
      "lon": -96.37,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3698.0,
      "ebshear": 12.0,
      "srh01": 36.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7644
        },
        {
          "name": "alignment",
          "value": 3.7306
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0517
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7771347165107727,
        "torsion": 0.0,
        "alignment": 3.7305641174316406,
        "S_field": 0.2988971173763275,
        "Gamma_field": 0.4834236800670624,
        "S_over_Gamma": 0.6182922720909119,
        "Da": 31.0568904876709,
        "E_coh": 0.9469659328460693,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.33,
              25.74
            ],
            [
              -96.3,
              25.74
            ],
            [
              -96.28,
              25.72
            ],
            [
              -96.26,
              25.68
            ],
            [
              -96.26,
              25.58
            ],
            [
              -96.31,
              25.53
            ],
            [
              -96.33,
              25.52
            ],
            [
              -96.38,
              25.52
            ],
            [
              -96.41,
              25.48
            ],
            [
              -96.4,
              25.46
            ],
            [
              -96.46,
              25.46
            ],
            [
              -96.46,
              25.49
            ],
            [
              -96.45,
              25.5
            ],
            [
              -96.44,
              25.49
            ],
            [
              -96.41,
              25.49
            ],
            [
              -96.4,
              25.5
            ],
            [
              -96.4,
              25.52
            ],
            [
              -96.39,
              25.53
            ],
            [
              -96.39,
              25.6
            ],
            [
              -96.38,
              25.61
            ],
            [
              -96.39,
              25.62
            ],
            [
              -96.39,
              25.7
            ],
            [
              -96.36,
              25.73
            ],
            [
              -96.34,
              25.73
            ],
            [
              -96.33,
              25.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0517,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "de5ade4daec259a2c332853371d30f9fd92878c1a49cfe3fda34ccd87411d74e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0517,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0926ad48a58f5d6964120ea33d422063ea4d8cdead77ccbfae8280be68d01f80"
      },
      "receipt_sha256": "0926ad48a58f5d6964120ea33d422063ea4d8cdead77ccbfae8280be68d01f80"
    },
    {
      "storm_id": "876749",
      "lat": 29.894,
      "lon": -91.07,
      "motion_east": 0.4,
      "motion_south": -5.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4068.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.1394
        },
        {
          "name": "alignment",
          "value": 0.4378
        },
        {
          "name": "tau",
          "value": 3.1874
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0515
      },
      "coherence_score": 3.1873810291290283,
      "coherence_diagnostics": {
        "tau": 3.1873810291290283,
        "grad_tau": 0.10629453510046005,
        "torsion": 0.0,
        "alignment": 0.4377841353416443,
        "S_field": 0.5579245090484619,
        "Gamma_field": 0.39009034633636475,
        "S_over_Gamma": 1.4302443265914917,
        "Da": 22.74871063232422,
        "E_coh": 0.9717179536819458,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.09,
              29.93
            ],
            [
              -91.07,
              29.93
            ],
            [
              -91.03,
              29.91
            ],
            [
              -91.03,
              29.88
            ],
            [
              -91.04,
              29.86
            ],
            [
              -91.07,
              29.86
            ],
            [
              -91.08,
              29.85
            ],
            [
              -91.1,
              29.87
            ],
            [
              -91.1,
              29.92
            ],
            [
              -91.09,
              29.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0515,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0515,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c066a053e984ff4d0850905ba9821a313e366d8ea61635d73207e9870f007b1"
      },
      "receipt_sha256": "6c066a053e984ff4d0850905ba9821a313e366d8ea61635d73207e9870f007b1"
    },
    {
      "storm_id": "876756",
      "lat": 43.2633,
      "lon": -75.4412,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1044.0,
      "ebshear": 28.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1394
        },
        {
          "name": "alignment",
          "value": 1.8038
        },
        {
          "name": "tau",
          "value": 1.2985
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0515
      },
      "coherence_score": 1.2985312938690186,
      "coherence_diagnostics": {
        "tau": 1.2985312938690186,
        "grad_tau": 0.23282741010189056,
        "torsion": 0.0,
        "alignment": 1.803833246231079,
        "S_field": 0.14468473196029663,
        "Gamma_field": 0.16342367231845856,
        "S_over_Gamma": 0.8853352069854736,
        "Da": 9.488463401794434,
        "E_coh": 0.320194274187088,
        "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": [
          [
            [
              -75.46,
              43.3
            ],
            [
              -75.45,
              43.3
            ],
            [
              -75.44,
              43.3
            ],
            [
              -75.43,
              43.3
            ],
            [
              -75.42,
              43.3
            ],
            [
              -75.41,
              43.3
            ],
            [
              -75.4,
              43.29
            ],
            [
              -75.39,
              43.29
            ],
            [
              -75.4,
              43.28
            ],
            [
              -75.41,
              43.27
            ],
            [
              -75.42,
              43.27
            ],
            [
              -75.43,
              43.26
            ],
            [
              -75.43,
              43.25
            ],
            [
              -75.42,
              43.24
            ],
            [
              -75.42,
              43.23
            ],
            [
              -75.43,
              43.23
            ],
            [
              -75.44,
              43.23
            ],
            [
              -75.45,
              43.23
            ],
            [
              -75.46,
              43.23
            ],
            [
              -75.47,
              43.23
            ],
            [
              -75.48,
              43.23
            ],
            [
              -75.49,
              43.23
            ],
            [
              -75.48,
              43.24
            ],
            [
              -75.47,
              43.24
            ],
            [
              -75.46,
              43.25
            ],
            [
              -75.45,
              43.25
            ],
            [
              -75.44,
              43.25
            ],
            [
              -75.43,
              43.26
            ],
            [
              -75.44,
              43.27
            ],
            [
              -75.45,
              43.27
            ],
            [
              -75.46,
              43.28
            ],
            [
              -75.47,
              43.29
            ],
            [
              -75.46,
              43.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0515,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0515,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c066a053e984ff4d0850905ba9821a313e366d8ea61635d73207e9870f007b1"
      },
      "receipt_sha256": "6c066a053e984ff4d0850905ba9821a313e366d8ea61635d73207e9870f007b1"
    },
    {
      "storm_id": "876054",
      "lat": 27.8612,
      "lon": -83.6923,
      "motion_east": -3.0,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4136.0,
      "ebshear": 7.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7644
        },
        {
          "name": "alignment",
          "value": 0.4021
        },
        {
          "name": "tau",
          "value": 4.6389
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 4.638889312744141,
      "coherence_diagnostics": {
        "tau": 4.638889312744141,
        "grad_tau": 0.6969247460365295,
        "torsion": 0.0,
        "alignment": 0.4020880460739136,
        "S_field": 1.3315805196762085,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 6.492653846740723,
        "Da": 11.620232582092285,
        "E_coh": 0.9934076070785522,
        "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": [
          [
            [
              -83.63,
              27.94
            ],
            [
              -83.58,
              27.94
            ],
            [
              -83.56,
              27.92
            ],
            [
              -83.55,
              27.89
            ],
            [
              -83.58,
              27.85
            ],
            [
              -83.58,
              27.84
            ],
            [
              -83.62,
              27.83
            ],
            [
              -83.65,
              27.81
            ],
            [
              -83.69,
              27.81
            ],
            [
              -83.71,
              27.79
            ],
            [
              -83.72,
              27.8
            ],
            [
              -83.75,
              27.8
            ],
            [
              -83.78,
              27.78
            ],
            [
              -83.79,
              27.8
            ],
            [
              -83.78,
              27.82
            ],
            [
              -83.78,
              27.85
            ],
            [
              -83.8,
              27.88
            ],
            [
              -83.79,
              27.87
            ],
            [
              -83.78,
              27.88
            ],
            [
              -83.75,
              27.88
            ],
            [
              -83.74,
              27.87
            ],
            [
              -83.72,
              27.89
            ],
            [
              -83.7,
              27.89
            ],
            [
              -83.68,
              27.91
            ],
            [
              -83.66,
              27.91
            ],
            [
              -83.63,
              27.94
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.051,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ecbce3f9d07ef7ec499b476377c621b4fc9c408a7f99ce2b607d0a5a474205e7"
      },
      "receipt_sha256": "ecbce3f9d07ef7ec499b476377c621b4fc9c408a7f99ce2b607d0a5a474205e7"
    },
    {
      "storm_id": "876587",
      "lat": 27.5406,
      "lon": -84.3413,
      "motion_east": 5.3,
      "motion_south": 0.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4811.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7644
        },
        {
          "name": "alignment",
          "value": 0.4021
        },
        {
          "name": "tau",
          "value": 4.6389
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 4.638889312744141,
      "coherence_diagnostics": {
        "tau": 4.638889312744141,
        "grad_tau": 0.6969247460365295,
        "torsion": 0.0,
        "alignment": 0.4020880460739136,
        "S_field": 1.3315805196762085,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 6.492653846740723,
        "Da": 11.620232582092285,
        "E_coh": 0.9934076070785522,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.34,
              27.59
            ],
            [
              -84.32,
              27.57
            ],
            [
              -84.3,
              27.57
            ],
            [
              -84.29,
              27.56
            ],
            [
              -84.29,
              27.52
            ],
            [
              -84.3,
              27.5
            ],
            [
              -84.32,
              27.49
            ],
            [
              -84.33,
              27.5
            ],
            [
              -84.35,
              27.5
            ],
            [
              -84.37,
              27.48
            ],
            [
              -84.41,
              27.52
            ],
            [
              -84.41,
              27.53
            ],
            [
              -84.37,
              27.57
            ],
            [
              -84.37,
              27.58
            ],
            [
              -84.35,
              27.58
            ],
            [
              -84.34,
              27.59
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.051,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ecbce3f9d07ef7ec499b476377c621b4fc9c408a7f99ce2b607d0a5a474205e7"
      },
      "receipt_sha256": "ecbce3f9d07ef7ec499b476377c621b4fc9c408a7f99ce2b607d0a5a474205e7"
    },
    {
      "storm_id": "875762",
      "lat": 25.3968,
      "lon": -96.6096,
      "motion_east": -1.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3651.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7644
        },
        {
          "name": "alignment",
          "value": 3.7306
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7771347165107727,
        "torsion": 0.0,
        "alignment": 3.7305641174316406,
        "S_field": 0.2988971173763275,
        "Gamma_field": 0.4834236800670624,
        "S_over_Gamma": 0.6182922720909119,
        "Da": 31.0568904876709,
        "E_coh": 0.9469659328460693,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.65,
              25.54
            ],
            [
              -96.6,
              25.54
            ],
            [
              -96.59,
              25.53
            ],
            [
              -96.59,
              25.49
            ],
            [
              -96.57,
              25.47
            ],
            [
              -96.57,
              25.43
            ],
            [
              -96.56,
              25.42
            ],
            [
              -96.57,
              25.4
            ],
            [
              -96.57,
              25.35
            ],
            [
              -96.56,
              25.34
            ],
            [
              -96.56,
              25.32
            ],
            [
              -96.57,
              25.31
            ],
            [
              -96.58,
              25.26
            ],
            [
              -96.61,
              25.23
            ],
            [
              -96.61,
              25.22
            ],
            [
              -96.64,
              25.22
            ],
            [
              -96.64,
              25.28
            ],
            [
              -96.68,
              25.32
            ],
            [
              -96.68,
              25.37
            ],
            [
              -96.63,
              25.42
            ],
            [
              -96.62,
              25.44
            ],
            [
              -96.62,
              25.45
            ],
            [
              -96.66,
              25.5
            ],
            [
              -96.66,
              25.53
            ],
            [
              -96.65,
              25.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0509,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f96ecaac14ae6013ecaca7fa458d02a8939104f7f403cbb33ae5f6505248d705"
      },
      "receipt_sha256": "f96ecaac14ae6013ecaca7fa458d02a8939104f7f403cbb33ae5f6505248d705"
    },
    {
      "storm_id": "876516",
      "lat": 40.97,
      "lon": -86.3255,
      "motion_east": 3.8,
      "motion_south": 2.3,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2166.0,
      "ebshear": 14.0,
      "srh01": 10.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7644
        },
        {
          "name": "alignment",
          "value": -1.2757
        },
        {
          "name": "tau",
          "value": 1.781
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 1.7809513807296753,
      "coherence_diagnostics": {
        "tau": 1.7809513807296753,
        "grad_tau": 0.3508486747741699,
        "torsion": 0.0,
        "alignment": -1.2756879329681396,
        "S_field": 0.141507089138031,
        "Gamma_field": 0.32259035110473633,
        "S_over_Gamma": 0.43865877389907837,
        "Da": 19.292125701904297,
        "E_coh": 0.013717561960220337,
        "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": [
          [
            [
              -86.39,
              41.01
            ],
            [
              -86.33,
              41.01
            ],
            [
              -86.31,
              40.99
            ],
            [
              -86.27,
              40.97
            ],
            [
              -86.24,
              40.97
            ],
            [
              -86.23,
              40.95
            ],
            [
              -86.27,
              40.91
            ],
            [
              -86.33,
              40.91
            ],
            [
              -86.41,
              40.95
            ],
            [
              -86.41,
              40.99
            ],
            [
              -86.39,
              41.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0509,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f96ecaac14ae6013ecaca7fa458d02a8939104f7f403cbb33ae5f6505248d705"
      },
      "receipt_sha256": "f96ecaac14ae6013ecaca7fa458d02a8939104f7f403cbb33ae5f6505248d705"
    },
    {
      "storm_id": "876632",
      "lat": 33.0292,
      "lon": -83.7254,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3106.0,
      "ebshear": 7.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7644
        },
        {
          "name": "alignment",
          "value": 1.451
        },
        {
          "name": "tau",
          "value": 3.5651
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 3.5650906562805176,
      "coherence_diagnostics": {
        "tau": 3.5650906562805176,
        "grad_tau": 0.1811816394329071,
        "torsion": 0.0,
        "alignment": 1.451040267944336,
        "S_field": 0.6696352958679199,
        "Gamma_field": 0.3167570233345032,
        "S_over_Gamma": 2.114034652709961,
        "Da": 21.056596755981445,
        "E_coh": 0.962154746055603,
        "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,
              33.08
            ],
            [
              -83.67,
              33.07
            ],
            [
              -83.66,
              33.05
            ],
            [
              -83.67,
              33.03
            ],
            [
              -83.65,
              32.99
            ],
            [
              -83.66,
              32.98
            ],
            [
              -83.74,
              32.98
            ],
            [
              -83.76,
              32.99
            ],
            [
              -83.77,
              33.0
            ],
            [
              -83.77,
              33.03
            ],
            [
              -83.78,
              33.04
            ],
            [
              -83.78,
              33.06
            ],
            [
              -83.76,
              33.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0506,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9bc867e26cd53d8e3d81510ba27fcdecec0f9e94c91e18848fd5aef778f3a578"
      },
      "receipt_sha256": "9bc867e26cd53d8e3d81510ba27fcdecec0f9e94c91e18848fd5aef778f3a578"
    },
    {
      "storm_id": "876005",
      "lat": 25.7007,
      "lon": -96.6013,
      "motion_east": -1.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3643.0,
      "ebshear": 10.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7644
        },
        {
          "name": "alignment",
          "value": 3.7306
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0505
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7771347165107727,
        "torsion": 0.0,
        "alignment": 3.7305641174316406,
        "S_field": 0.2988971173763275,
        "Gamma_field": 0.4834236800670624,
        "S_over_Gamma": 0.6182922720909119,
        "Da": 31.0568904876709,
        "E_coh": 0.9469659328460693,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.64,
              25.78
            ],
            [
              -96.59,
              25.78
            ],
            [
              -96.57,
              25.76
            ],
            [
              -96.57,
              25.75
            ],
            [
              -96.53,
              25.72
            ],
            [
              -96.51,
              25.64
            ],
            [
              -96.55,
              25.59
            ],
            [
              -96.59,
              25.59
            ],
            [
              -96.61,
              25.62
            ],
            [
              -96.61,
              25.65
            ],
            [
              -96.62,
              25.67
            ],
            [
              -96.66,
              25.7
            ],
            [
              -96.66,
              25.73
            ],
            [
              -96.67,
              25.75
            ],
            [
              -96.64,
              25.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0505,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0505,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c62aa7bf54db760f5e4b9b1eb40ccd55de8a3580fc79ef4c689aaac1a249497"
      },
      "receipt_sha256": "4c62aa7bf54db760f5e4b9b1eb40ccd55de8a3580fc79ef4c689aaac1a249497"
    },
    {
      "storm_id": "875528",
      "lat": 28.3033,
      "lon": -97.9372,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2323.0,
      "ebshear": 13.0,
      "srh01": 16.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1394
        },
        {
          "name": "alignment",
          "value": 2.1577
        },
        {
          "name": "tau",
          "value": 1.0252
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 1.0252137184143066,
      "coherence_diagnostics": {
        "tau": 1.0252137184143066,
        "grad_tau": 0.3569907248020172,
        "torsion": 0.0,
        "alignment": 2.1576998233795166,
        "S_field": 0.33125847578048706,
        "Gamma_field": 0.31842368841171265,
        "S_over_Gamma": 1.0403072834014893,
        "Da": 19.831195831298828,
        "E_coh": 0.8556042313575745,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.95,
              28.39
            ],
            [
              -97.93,
              28.38
            ],
            [
              -97.92,
              28.36
            ],
            [
              -97.92,
              28.33
            ],
            [
              -97.86,
              28.27
            ],
            [
              -97.85,
              28.27
            ],
            [
              -97.85,
              28.22
            ],
            [
              -97.88,
              28.2
            ],
            [
              -97.91,
              28.2
            ],
            [
              -97.93,
              28.21
            ],
            [
              -97.96,
              28.24
            ],
            [
              -97.97,
              28.27
            ],
            [
              -97.99,
              28.29
            ],
            [
              -98.01,
              28.33
            ],
            [
              -98.01,
              28.36
            ],
            [
              -98.0,
              28.38
            ],
            [
              -97.98,
              28.37
            ],
            [
              -97.95,
              28.39
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.05,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "802e011f2d2835d8dab277bec2947765ad86e218db9b2b3376af14255cb3d8f6"
      },
      "receipt_sha256": "802e011f2d2835d8dab277bec2947765ad86e218db9b2b3376af14255cb3d8f6"
    },
    {
      "storm_id": "876541",
      "lat": 41.2325,
      "lon": -82.8725,
      "motion_east": 3.5,
      "motion_south": 2.3,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2104.0,
      "ebshear": 24.0,
      "srh01": 28.0,
      "maxllaz": 0.01,
      "mesh": 0.57,
      "flash_rate": 66.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6394
        },
        {
          "name": "alignment",
          "value": 1.3197
        },
        {
          "name": "tau",
          "value": 2.2796
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 2.279559373855591,
      "coherence_diagnostics": {
        "tau": 2.279559373855591,
        "grad_tau": 0.37541821599006653,
        "torsion": 0.0,
        "alignment": 1.3197035789489746,
        "S_field": 0.4638930559158325,
        "Gamma_field": 0.23009033501148224,
        "S_over_Gamma": 2.01613450050354,
        "Da": 13.509578704833984,
        "E_coh": 0.905551552772522,
        "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": [
          [
            [
              -82.95,
              41.32
            ],
            [
              -82.88,
              41.32
            ],
            [
              -82.83,
              41.29
            ],
            [
              -82.81,
              41.29
            ],
            [
              -82.78,
              41.27
            ],
            [
              -82.74,
              41.26
            ],
            [
              -82.71,
              41.23
            ],
            [
              -82.69,
              41.19
            ],
            [
              -82.7,
              41.13
            ],
            [
              -82.72,
              41.11
            ],
            [
              -82.77,
              41.11
            ],
            [
              -82.8,
              41.14
            ],
            [
              -82.79,
              41.16
            ],
            [
              -82.79,
              41.19
            ],
            [
              -82.82,
              41.22
            ],
            [
              -82.84,
              41.22
            ],
            [
              -82.85,
              41.23
            ],
            [
              -82.96,
              41.23
            ],
            [
              -82.97,
              41.22
            ],
            [
              -82.98,
              41.23
            ],
            [
              -82.99,
              41.22
            ],
            [
              -83.0,
              41.23
            ],
            [
              -83.04,
              41.23
            ],
            [
              -83.05,
              41.25
            ],
            [
              -83.05,
              41.28
            ],
            [
              -83.01,
              41.31
            ],
            [
              -82.96,
              41.31
            ],
            [
              -82.95,
              41.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0496,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac2f997ee2f4b8353aae90badaebcfb5ae17121f3cb380a31e58e9483d699eb5"
      },
      "receipt_sha256": "ac2f997ee2f4b8353aae90badaebcfb5ae17121f3cb380a31e58e9483d699eb5"
    },
    {
      "storm_id": "876770",
      "lat": 34.4853,
      "lon": -80.75,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2384.0,
      "ebshear": 15.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": -0.6481
        },
        {
          "name": "tau",
          "value": 3.6353
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 3.6352579593658447,
      "coherence_diagnostics": {
        "tau": 3.6352579593658447,
        "grad_tau": 0.3754335939884186,
        "torsion": 0.0,
        "alignment": -0.6481483578681946,
        "S_field": 0.9580590724945068,
        "Gamma_field": 0.25175702571868896,
        "S_over_Gamma": 3.8054909706115723,
        "Da": 15.553380966186523,
        "E_coh": 0.9315991401672363,
        "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": [
          [
            [
              -80.77,
              34.53
            ],
            [
              -80.76,
              34.52
            ],
            [
              -80.73,
              34.52
            ],
            [
              -80.72,
              34.51
            ],
            [
              -80.72,
              34.49
            ],
            [
              -80.7,
              34.46
            ],
            [
              -80.71,
              34.45
            ],
            [
              -80.73,
              34.45
            ],
            [
              -80.74,
              34.46
            ],
            [
              -80.75,
              34.44
            ],
            [
              -80.77,
              34.44
            ],
            [
              -80.8,
              34.47
            ],
            [
              -80.79,
              34.49
            ],
            [
              -80.79,
              34.52
            ],
            [
              -80.77,
              34.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0496,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac2f997ee2f4b8353aae90badaebcfb5ae17121f3cb380a31e58e9483d699eb5"
      },
      "receipt_sha256": "ac2f997ee2f4b8353aae90badaebcfb5ae17121f3cb380a31e58e9483d699eb5"
    },
    {
      "storm_id": "876174",
      "lat": 30.5562,
      "lon": -91.0787,
      "motion_east": 3.2,
      "motion_south": -2.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3580.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8894
        },
        {
          "name": "alignment",
          "value": -1.6782
        },
        {
          "name": "tau",
          "value": 3.2006
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 3.200590133666992,
      "coherence_diagnostics": {
        "tau": 3.200590133666992,
        "grad_tau": 0.17587780952453613,
        "torsion": 0.0,
        "alignment": -1.678210735321045,
        "S_field": 0.7482560873031616,
        "Gamma_field": 0.34675702452659607,
        "S_over_Gamma": 2.1578686237335205,
        "Da": 22.16064453125,
        "E_coh": 0.9380462765693665,
        "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": [
          [
            [
              -91.08,
              30.59
            ],
            [
              -91.06,
              30.59
            ],
            [
              -91.05,
              30.58
            ],
            [
              -91.05,
              30.53
            ],
            [
              -91.07,
              30.51
            ],
            [
              -91.12,
              30.51
            ],
            [
              -91.12,
              30.55
            ],
            [
              -91.08,
              30.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0495,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6edb832aada536fdf9ff14df589379ecd638745a32fea53a17357c5d07f93454"
      },
      "receipt_sha256": "6edb832aada536fdf9ff14df589379ecd638745a32fea53a17357c5d07f93454"
    },
    {
      "storm_id": "876720",
      "lat": 45.5445,
      "lon": -77.4355,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 433.0,
      "ebshear": 31.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1394
        },
        {
          "name": "alignment",
          "value": 1.9761
        },
        {
          "name": "tau",
          "value": 0.7649
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.7649357914924622,
      "coherence_diagnostics": {
        "tau": 0.7649357914924622,
        "grad_tau": 0.16239704191684723,
        "torsion": 0.0,
        "alignment": 1.976110577583313,
        "S_field": 0.17714208364486694,
        "Gamma_field": 0.29509034752845764,
        "S_over_Gamma": 0.6002978086471558,
        "Da": 17.085973739624023,
        "E_coh": 0.3187938630580902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.44,
              45.58
            ],
            [
              -77.4,
              45.57
            ],
            [
              -77.41,
              45.57
            ],
            [
              -77.43,
              45.55
            ],
            [
              -77.43,
              45.52
            ],
            [
              -77.41,
              45.5
            ],
            [
              -77.42,
              45.49
            ],
            [
              -77.48,
              45.49
            ],
            [
              -77.48,
              45.57
            ],
            [
              -77.45,
              45.57
            ],
            [
              -77.44,
              45.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0495,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6edb832aada536fdf9ff14df589379ecd638745a32fea53a17357c5d07f93454"
      },
      "receipt_sha256": "6edb832aada536fdf9ff14df589379ecd638745a32fea53a17357c5d07f93454"
    },
    {
      "storm_id": "875725",
      "lat": 27.5237,
      "lon": -84.1694,
      "motion_east": 5.2,
      "motion_south": 0.4,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4523.0,
      "ebshear": 12.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7644
        },
        {
          "name": "alignment",
          "value": 0.4021
        },
        {
          "name": "tau",
          "value": 4.6389
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 4.638889312744141,
      "coherence_diagnostics": {
        "tau": 4.638889312744141,
        "grad_tau": 0.6969247460365295,
        "torsion": 0.0,
        "alignment": 0.4020880460739136,
        "S_field": 1.3315805196762085,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 6.492653846740723,
        "Da": 11.620232582092285,
        "E_coh": 0.9934076070785522,
        "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": [
          [
            [
              -84.23,
              27.58
            ],
            [
              -84.22,
              27.57
            ],
            [
              -84.16,
              27.56
            ],
            [
              -84.15,
              27.55
            ],
            [
              -84.09,
              27.55
            ],
            [
              -84.08,
              27.53
            ],
            [
              -84.08,
              27.48
            ],
            [
              -84.11,
              27.45
            ],
            [
              -84.13,
              27.45
            ],
            [
              -84.17,
              27.47
            ],
            [
              -84.19,
              27.49
            ],
            [
              -84.19,
              27.51
            ],
            [
              -84.21,
              27.53
            ],
            [
              -84.23,
              27.53
            ],
            [
              -84.24,
              27.55
            ],
            [
              -84.23,
              27.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0492,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3880f7a5f58c3408e659b7334e827a46b5d1f74a0dc8011f1795853819fbfe7f"
      },
      "receipt_sha256": "3880f7a5f58c3408e659b7334e827a46b5d1f74a0dc8011f1795853819fbfe7f"
    },
    {
      "storm_id": "876356",
      "lat": 40.7543,
      "lon": -80.3486,
      "motion_east": 4.7,
      "motion_south": 1.2,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1771.0,
      "ebshear": 27.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6394
        },
        {
          "name": "alignment",
          "value": -0.0173
        },
        {
          "name": "tau",
          "value": 2.8309
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 2.830867290496826,
      "coherence_diagnostics": {
        "tau": 2.830867290496826,
        "grad_tau": 0.21116498112678528,
        "torsion": 0.0,
        "alignment": -0.017278432846069336,
        "S_field": 1.0632023811340332,
        "Gamma_field": 0.20675699412822723,
        "S_over_Gamma": 5.142280101776123,
        "Da": 12.502277374267578,
        "E_coh": 0.9141935110092163,
        "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": [
          [
            [
              -80.37,
              40.79
            ],
            [
              -80.35,
              40.78
            ],
            [
              -80.32,
              40.78
            ],
            [
              -80.28,
              40.76
            ],
            [
              -80.28,
              40.74
            ],
            [
              -80.3,
              40.7
            ],
            [
              -80.35,
              40.7
            ],
            [
              -80.36,
              40.71
            ],
            [
              -80.36,
              40.74
            ],
            [
              -80.38,
              40.76
            ],
            [
              -80.39,
              40.76
            ],
            [
              -80.39,
              40.78
            ],
            [
              -80.38,
              40.77
            ],
            [
              -80.37,
              40.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0482,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8b15915bfa75a7c07a5f5def0aec0933714192048d88e9251f9f52d9a57734c"
      },
      "receipt_sha256": "a8b15915bfa75a7c07a5f5def0aec0933714192048d88e9251f9f52d9a57734c"
    },
    {
      "storm_id": "875488",
      "lat": 46.412,
      "lon": -67.935,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 224.0,
      "ebshear": 18.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2644
        },
        {
          "name": "alignment",
          "value": -2.2807
        },
        {
          "name": "tau",
          "value": 0.4424
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.4424181580543518,
      "coherence_diagnostics": {
        "tau": 0.4424181580543518,
        "grad_tau": 0.12636016309261322,
        "torsion": 0.0,
        "alignment": -2.2807013988494873,
        "S_field": 0.18856564164161682,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 1.0142099857330322,
        "Da": 10.533792495727539,
        "E_coh": 0.32595497369766235,
        "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": [
          [
            [
              -67.95,
              46.46
            ],
            [
              -67.91,
              46.46
            ],
            [
              -67.89,
              46.43
            ],
            [
              -67.91,
              46.4
            ],
            [
              -67.9,
              46.38
            ],
            [
              -67.91,
              46.36
            ],
            [
              -67.97,
              46.36
            ],
            [
              -67.98,
              46.37
            ],
            [
              -67.98,
              46.44
            ],
            [
              -67.95,
              46.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0479,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
      },
      "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
    },
    {
      "storm_id": "876061",
      "lat": 46.3871,
      "lon": -68.1264,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 205.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2644
        },
        {
          "name": "alignment",
          "value": -2.2807
        },
        {
          "name": "tau",
          "value": 0.4424
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.4424181580543518,
      "coherence_diagnostics": {
        "tau": 0.4424181580543518,
        "grad_tau": 0.12636016309261322,
        "torsion": 0.0,
        "alignment": -2.2807013988494873,
        "S_field": 0.18856564164161682,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 1.0142099857330322,
        "Da": 10.533792495727539,
        "E_coh": 0.32595497369766235,
        "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": [
          [
            [
              -68.16,
              46.44
            ],
            [
              -68.11,
              46.44
            ],
            [
              -68.08,
              46.42
            ],
            [
              -68.07,
              46.4
            ],
            [
              -68.07,
              46.36
            ],
            [
              -68.08,
              46.36
            ],
            [
              -68.09,
              46.34
            ],
            [
              -68.11,
              46.33
            ],
            [
              -68.15,
              46.33
            ],
            [
              -68.17,
              46.35
            ],
            [
              -68.18,
              46.37
            ],
            [
              -68.18,
              46.41
            ],
            [
              -68.16,
              46.43
            ],
            [
              -68.16,
              46.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0479,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
      },
      "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
    },
    {
      "storm_id": "876211",
      "lat": 46.5317,
      "lon": -67.6608,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 234.0,
      "ebshear": 17.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2644
        },
        {
          "name": "alignment",
          "value": -2.2807
        },
        {
          "name": "tau",
          "value": 0.4424
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.4424181580543518,
      "coherence_diagnostics": {
        "tau": 0.4424181580543518,
        "grad_tau": 0.12636016309261322,
        "torsion": 0.0,
        "alignment": -2.2807013988494873,
        "S_field": 0.18856564164161682,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 1.0142099857330322,
        "Da": 10.533792495727539,
        "E_coh": 0.32595497369766235,
        "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": [
          [
            [
              -67.65,
              46.57
            ],
            [
              -67.61,
              46.57
            ],
            [
              -67.61,
              46.52
            ],
            [
              -67.62,
              46.51
            ],
            [
              -67.67,
              46.51
            ],
            [
              -67.71,
              46.49
            ],
            [
              -67.71,
              46.52
            ],
            [
              -67.7,
              46.53
            ],
            [
              -67.68,
              46.53
            ],
            [
              -67.67,
              46.52
            ],
            [
              -67.65,
              46.54
            ],
            [
              -67.65,
              46.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0479,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
      },
      "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
    },
    {
      "storm_id": "876476",
      "lat": 46.3382,
      "lon": -68.3073,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 210.0,
      "ebshear": 17.0,
      "srh01": 3.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2644
        },
        {
          "name": "alignment",
          "value": -2.2807
        },
        {
          "name": "tau",
          "value": 0.4424
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.4424181580543518,
      "coherence_diagnostics": {
        "tau": 0.4424181580543518,
        "grad_tau": 0.12636016309261322,
        "torsion": 0.0,
        "alignment": -2.2807013988494873,
        "S_field": 0.18856564164161682,
        "Gamma_field": 0.18592366576194763,
        "S_over_Gamma": 1.0142099857330322,
        "Da": 10.533792495727539,
        "E_coh": 0.32595497369766235,
        "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": [
          [
            [
              -68.36,
              46.37
            ],
            [
              -68.27,
              46.37
            ],
            [
              -68.25,
              46.36
            ],
            [
              -68.24,
              46.35
            ],
            [
              -68.24,
              46.3
            ],
            [
              -68.26,
              46.28
            ],
            [
              -68.35,
              46.29
            ],
            [
              -68.35,
              46.33
            ],
            [
              -68.34,
              46.34
            ],
            [
              -68.36,
              46.36
            ],
            [
              -68.36,
              46.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0479,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
      },
      "receipt_sha256": "45ae0dfee93dba0e846c19e367bbf99ce49ebdab59ba7cc69cf683b8232573fe"
    },
    {
      "storm_id": "876584",
      "lat": 29.7224,
      "lon": -91.8676,
      "motion_east": -1.0,
      "motion_south": -3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3463.0,
      "ebshear": 14.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.8894
        },
        {
          "name": "alignment",
          "value": -1.7755
        },
        {
          "name": "tau",
          "value": 3.2855
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 3.2855405807495117,
      "coherence_diagnostics": {
        "tau": 3.2855405807495117,
        "grad_tau": 0.04389846324920654,
        "torsion": 0.0,
        "alignment": -1.7754586935043335,
        "S_field": 0.8688842058181763,
        "Gamma_field": 0.20925699174404144,
        "S_over_Gamma": 4.15223503112793,
        "Da": 12.769038200378418,
        "E_coh": 0.9564735889434814,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.85,
              29.79
            ],
            [
              -91.8,
              29.79
            ],
            [
              -91.8,
              29.78
            ],
            [
              -91.78,
              29.76
            ],
            [
              -91.78,
              29.73
            ],
            [
              -91.79,
              29.71
            ],
            [
              -91.81,
              29.69
            ],
            [
              -91.85,
              29.68
            ],
            [
              -91.86,
              29.67
            ],
            [
              -91.9,
              29.67
            ],
            [
              -91.91,
              29.66
            ],
            [
              -91.98,
              29.66
            ],
            [
              -91.97,
              29.67
            ],
            [
              -91.98,
              29.72
            ],
            [
              -91.94,
              29.75
            ],
            [
              -91.9,
              29.76
            ],
            [
              -91.85,
              29.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0477,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1b66f2d685b26897334874eb0dbcc25133a802b7910cd8402dcb0a683b1795e"
      },
      "receipt_sha256": "c1b66f2d685b26897334874eb0dbcc25133a802b7910cd8402dcb0a683b1795e"
    },
    {
      "storm_id": "876436",
      "lat": 26.5596,
      "lon": -97.9709,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2013.0,
      "ebshear": 8.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5144
        },
        {
          "name": "alignment",
          "value": 2.6927
        },
        {
          "name": "tau",
          "value": 0.7452
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 0.7452276945114136,
      "coherence_diagnostics": {
        "tau": 0.7452276945114136,
        "grad_tau": 0.3310590386390686,
        "torsion": 0.0,
        "alignment": 2.6927270889282227,
        "S_field": 0.4551563560962677,
        "Gamma_field": 0.39259034395217896,
        "S_over_Gamma": 1.1593672037124634,
        "Da": 24.365354537963867,
        "E_coh": 0.8443386554718018,
        "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": [
          [
            [
              -98.04,
              26.59
            ],
            [
              -98.03,
              26.58
            ],
            [
              -98.01,
              26.59
            ],
            [
              -97.98,
              26.59
            ],
            [
              -97.97,
              26.58
            ],
            [
              -97.96,
              26.59
            ],
            [
              -97.94,
              26.59
            ],
            [
              -97.93,
              26.58
            ],
            [
              -97.91,
              26.58
            ],
            [
              -97.89,
              26.56
            ],
            [
              -97.89,
              26.54
            ],
            [
              -97.9,
              26.53
            ],
            [
              -97.89,
              26.51
            ],
            [
              -97.91,
              26.5
            ],
            [
              -97.94,
              26.5
            ],
            [
              -97.96,
              26.52
            ],
            [
              -97.96,
              26.53
            ],
            [
              -98.0,
              26.55
            ],
            [
              -98.01,
              26.57
            ],
            [
              -98.05,
              26.57
            ],
            [
              -98.06,
              26.56
            ],
            [
              -98.06,
              26.57
            ],
            [
              -98.04,
              26.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0476,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96c19e4905211b8e4f6891fdf7c22cd7584b5b1dbc76ff034ef49f4db080760b"
      },
      "receipt_sha256": "96c19e4905211b8e4f6891fdf7c22cd7584b5b1dbc76ff034ef49f4db080760b"
    },
    {
      "storm_id": "876241",
      "lat": 41.997,
      "lon": -77.411,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1339.0,
      "ebshear": 20.0,
      "srh01": 17.0,
      "maxllaz": 0.006,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7644
        },
        {
          "name": "alignment",
          "value": 0.4118
        },
        {
          "name": "tau",
          "value": 2.1521
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.047
      },
      "coherence_score": 2.1521284580230713,
      "coherence_diagnostics": {
        "tau": 2.1521284580230713,
        "grad_tau": 0.3244783580303192,
        "torsion": 0.0,
        "alignment": 0.4118059277534485,
        "S_field": 0.751885175704956,
        "Gamma_field": 0.2200903296470642,
        "S_over_Gamma": 3.41625714302063,
        "Da": 13.178532600402832,
        "E_coh": 0.9168947339057922,
        "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": [
          [
            [
              -77.44,
              42.03
            ],
            [
              -77.39,
              42.03
            ],
            [
              -77.37,
              42.02
            ],
            [
              -77.38,
              42.0
            ],
            [
              -77.38,
              41.96
            ],
            [
              -77.4,
              41.95
            ],
            [
              -77.43,
              41.95
            ],
            [
              -77.43,
              41.99
            ],
            [
              -77.45,
              42.01
            ],
            [
              -77.44,
              42.03
            ]
          ]
        ]
      },
      "raw_probability": 0.047,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "1d677bea6f069c60102602fdf1d8c9897f7dde1230e0782f76af65bae597bce4",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.047,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "700ae449666622eb3032f8a9c8ae32ba26c04c54a90f2473880cce9f525e9cb3"
      },
      "receipt_sha256": "700ae449666622eb3032f8a9c8ae32ba26c04c54a90f2473880cce9f525e9cb3"
    },
    {
      "storm_id": "876459",
      "lat": 30.4337,
      "lon": -89.7004,
      "motion_east": 0.0,
      "motion_south": -4.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2960.0,
      "ebshear": 11.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0144
        },
        {
          "name": "alignment",
          "value": 0.8051
        },
        {
          "name": "tau",
          "value": 3.5576
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 3.557624340057373,
      "coherence_diagnostics": {
        "tau": 3.557624340057373,
        "grad_tau": 0.34469127655029297,
        "torsion": 0.0,
        "alignment": 0.8050702214241028,
        "S_field": 1.3598659038543701,
        "Gamma_field": 0.2592570185661316,
        "S_over_Gamma": 5.245242595672607,
        "Da": 15.707529067993164,
        "E_coh": 0.9698817729949951,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.63,
              30.58
            ],
            [
              -89.62,
              30.57
            ],
            [
              -89.62,
              30.55
            ],
            [
              -89.65,
              30.52
            ],
            [
              -89.65,
              30.46
            ],
            [
              -89.68,
              30.42
            ],
            [
              -89.68,
              30.32
            ],
            [
              -89.69,
              30.3
            ],
            [
              -89.7,
              30.3
            ],
            [
              -89.72,
              30.28
            ],
            [
              -89.76,
              30.28
            ],
            [
              -89.79,
              30.3
            ],
            [
              -89.79,
              30.34
            ],
            [
              -89.78,
              30.35
            ],
            [
              -89.78,
              30.37
            ],
            [
              -89.75,
              30.41
            ],
            [
              -89.75,
              30.44
            ],
            [
              -89.73,
              30.46
            ],
            [
              -89.73,
              30.48
            ],
            [
              -89.71,
              30.5
            ],
            [
              -89.68,
              30.5
            ],
            [
              -89.65,
              30.53
            ],
            [
              -89.64,
              30.57
            ],
            [
              -89.63,
              30.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0454,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19d883f0899a10c79390f0b0a05b46f5d9c26978627cef17438514c0d13abda6"
      },
      "receipt_sha256": "19d883f0899a10c79390f0b0a05b46f5d9c26978627cef17438514c0d13abda6"
    },
    {
      "storm_id": "875346",
      "lat": 41.1776,
      "lon": -89.0486,
      "motion_east": 6.0,
      "motion_south": -1.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2386.0,
      "ebshear": 23.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.53,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7644
        },
        {
          "name": "alignment",
          "value": -0.6574
        },
        {
          "name": "tau",
          "value": 2.0749
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0443
      },
      "coherence_score": 2.074876308441162,
      "coherence_diagnostics": {
        "tau": 2.074876308441162,
        "grad_tau": 0.26605653762817383,
        "torsion": 0.0,
        "alignment": -0.6574153304100037,
        "S_field": 0.5798836350440979,
        "Gamma_field": 0.1992570012807846,
        "S_over_Gamma": 2.9102296829223633,
        "Da": 12.216962814331055,
        "E_coh": 0.9010846018791199,
        "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": [
          [
            [
              -89.07,
              41.26
            ],
            [
              -89.03,
              41.26
            ],
            [
              -89.03,
              41.24
            ],
            [
              -89.02,
              41.23
            ],
            [
              -89.02,
              41.19
            ],
            [
              -89.0,
              41.17
            ],
            [
              -88.92,
              41.17
            ],
            [
              -88.91,
              41.16
            ],
            [
              -88.91,
              41.11
            ],
            [
              -88.93,
              41.1
            ],
            [
              -88.97,
              41.1
            ],
            [
              -89.01,
              41.08
            ],
            [
              -89.06,
              41.08
            ],
            [
              -89.1,
              41.1
            ],
            [
              -89.15,
              41.16
            ],
            [
              -89.19,
              41.18
            ],
            [
              -89.19,
              41.19
            ],
            [
              -89.17,
              41.21
            ],
            [
              -89.17,
              41.24
            ],
            [
              -89.1,
              41.24
            ],
            [
              -89.07,
              41.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0443,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0443,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67c78cef0eda3d2121bcd42587143aef75517aa43a984574416738642f8adc48"
      },
      "receipt_sha256": "67c78cef0eda3d2121bcd42587143aef75517aa43a984574416738642f8adc48"
    },
    {
      "storm_id": "876589",
      "lat": 27.3711,
      "lon": -80.4322,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4706.0,
      "ebshear": 9.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.49,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3894
        },
        {
          "name": "alignment",
          "value": 0.9396
        },
        {
          "name": "tau",
          "value": 5.0084
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 5.0084099769592285,
      "coherence_diagnostics": {
        "tau": 5.0084099769592285,
        "grad_tau": 0.7646516561508179,
        "torsion": 0.0,
        "alignment": 0.9396130442619324,
        "S_field": 1.4791746139526367,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 7.212307929992676,
        "Da": 11.629094123840332,
        "E_coh": 0.9830203056335449,
        "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": [
          [
            [
              -80.42,
              27.4
            ],
            [
              -80.4,
              27.39
            ],
            [
              -80.41,
              27.37
            ],
            [
              -80.41,
              27.33
            ],
            [
              -80.44,
              27.32
            ],
            [
              -80.48,
              27.35
            ],
            [
              -80.48,
              27.39
            ],
            [
              -80.43,
              27.39
            ],
            [
              -80.42,
              27.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0442,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c41ee32b50d52142ae8ae1c0b8789ab540408db7cf8d1105f4d20d02ed9f72d"
      },
      "receipt_sha256": "2c41ee32b50d52142ae8ae1c0b8789ab540408db7cf8d1105f4d20d02ed9f72d"
    },
    {
      "storm_id": "876560",
      "lat": 26.3204,
      "lon": -97.8587,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2047.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2644
        },
        {
          "name": "alignment",
          "value": 0.8047
        },
        {
          "name": "tau",
          "value": 0.4158
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 0.41575437784194946,
      "coherence_diagnostics": {
        "tau": 0.41575437784194946,
        "grad_tau": 0.3983688950538635,
        "torsion": 0.0,
        "alignment": 0.8047386407852173,
        "S_field": 0.16265922784805298,
        "Gamma_field": 0.33925700187683105,
        "S_over_Gamma": 0.4794572591781616,
        "Da": 20.685762405395508,
        "E_coh": 0.8229181170463562,
        "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": [
          [
            [
              -97.88,
              26.42
            ],
            [
              -97.84,
              26.42
            ],
            [
              -97.83,
              26.41
            ],
            [
              -97.85,
              26.4
            ],
            [
              -97.86,
              26.38
            ],
            [
              -97.86,
              26.35
            ],
            [
              -97.83,
              26.31
            ],
            [
              -97.81,
              26.31
            ],
            [
              -97.79,
              26.29
            ],
            [
              -97.79,
              26.23
            ],
            [
              -97.82,
              26.23
            ],
            [
              -97.84,
              26.21
            ],
            [
              -97.85,
              26.21
            ],
            [
              -97.86,
              26.2
            ],
            [
              -97.86,
              26.17
            ],
            [
              -97.87,
              26.32
            ],
            [
              -97.9,
              26.34
            ],
            [
              -97.92,
              26.3
            ],
            [
              -97.92,
              26.33
            ],
            [
              -97.91,
              26.35
            ],
            [
              -97.89,
              26.36
            ],
            [
              -97.89,
              26.41
            ],
            [
              -97.88,
              26.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0435,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a44cb6c755c4e2eb1ae12d60d7edeb232a12fb45a33051cbe4e63e917772b50"
      },
      "receipt_sha256": "4a44cb6c755c4e2eb1ae12d60d7edeb232a12fb45a33051cbe4e63e917772b50"
    },
    {
      "storm_id": "876707",
      "lat": 27.7833,
      "lon": -84.4033,
      "motion_east": -1.0,
      "motion_south": -4.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4399.0,
      "ebshear": 12.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.46,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7644
        },
        {
          "name": "alignment",
          "value": 0.4021
        },
        {
          "name": "tau",
          "value": 4.6389
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0434
      },
      "coherence_score": 4.638889312744141,
      "coherence_diagnostics": {
        "tau": 4.638889312744141,
        "grad_tau": 0.6969247460365295,
        "torsion": 0.0,
        "alignment": 0.4020880460739136,
        "S_field": 1.3315805196762085,
        "Gamma_field": 0.20509032905101776,
        "S_over_Gamma": 6.492653846740723,
        "Da": 11.620232582092285,
        "E_coh": 0.9934076070785522,
        "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": [
          [
            [
              -84.4,
              27.83
            ],
            [
              -84.38,
              27.83
            ],
            [
              -84.37,
              27.81
            ],
            [
              -84.37,
              27.75
            ],
            [
              -84.39,
              27.73
            ],
            [
              -84.42,
              27.73
            ],
            [
              -84.45,
              27.75
            ],
            [
              -84.45,
              27.79
            ],
            [
              -84.4,
              27.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0434,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0434,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f720c1e81ae3d042c9968fdae282b079ae01ed250955cfecf66e05f164fe0f7c"
      },
      "receipt_sha256": "f720c1e81ae3d042c9968fdae282b079ae01ed250955cfecf66e05f164fe0f7c"
    },
    {
      "storm_id": "876021",
      "lat": 28.5744,
      "lon": -97.6444,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2155.0,
      "ebshear": 8.0,
      "srh01": 15.0,
      "maxllaz": 0.009,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3894
        },
        {
          "name": "alignment",
          "value": 0.5082
        },
        {
          "name": "tau",
          "value": 1.4262
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 1.426164984703064,
      "coherence_diagnostics": {
        "tau": 1.426164984703064,
        "grad_tau": 0.4600508511066437,
        "torsion": 0.0,
        "alignment": 0.5081508755683899,
        "S_field": 0.3987896144390106,
        "Gamma_field": 0.2409236580133438,
        "S_over_Gamma": 1.6552530527114868,
        "Da": 14.28738021850586,
        "E_coh": 0.8677526116371155,
        "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": [
          [
            [
              -97.66,
              28.61
            ],
            [
              -97.64,
              28.61
            ],
            [
              -97.6,
              28.58
            ],
            [
              -97.6,
              28.56
            ],
            [
              -97.62,
              28.53
            ],
            [
              -97.66,
              28.53
            ],
            [
              -97.68,
              28.55
            ],
            [
              -97.68,
              28.59
            ],
            [
              -97.66,
              28.61
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.043,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc9c9a3c7194b221c9813002901a2648246b773fe725083c43b64e1e1cdc9249"
      },
      "receipt_sha256": "cc9c9a3c7194b221c9813002901a2648246b773fe725083c43b64e1e1cdc9249"
    },
    {
      "storm_id": "876736",
      "lat": 34.7863,
      "lon": -80.0087,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2002.0,
      "ebshear": 15.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": -0.6481
        },
        {
          "name": "tau",
          "value": 3.6353
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 3.6352579593658447,
      "coherence_diagnostics": {
        "tau": 3.6352579593658447,
        "grad_tau": 0.3754335939884186,
        "torsion": 0.0,
        "alignment": -0.6481483578681946,
        "S_field": 0.9580590724945068,
        "Gamma_field": 0.25175702571868896,
        "S_over_Gamma": 3.8054909706115723,
        "Da": 15.553380966186523,
        "E_coh": 0.9315991401672363,
        "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": [
          [
            [
              -80.03,
              34.84
            ],
            [
              -80.02,
              34.84
            ],
            [
              -80.03,
              34.83
            ],
            [
              -80.02,
              34.82
            ],
            [
              -80.01,
              34.82
            ],
            [
              -80.0,
              34.82
            ],
            [
              -79.99,
              34.81
            ],
            [
              -79.98,
              34.81
            ],
            [
              -79.97,
              34.81
            ],
            [
              -79.96,
              34.82
            ],
            [
              -79.95,
              34.81
            ],
            [
              -79.95,
              34.8
            ],
            [
              -79.95,
              34.79
            ],
            [
              -79.96,
              34.78
            ],
            [
              -79.97,
              34.78
            ],
            [
              -79.98,
              34.78
            ],
            [
              -79.99,
              34.78
            ],
            [
              -80.0,
              34.78
            ],
            [
              -80.01,
              34.77
            ],
            [
              -80.01,
              34.76
            ],
            [
              -80.01,
              34.75
            ],
            [
              -80.0,
              34.74
            ],
            [
              -80.01,
              34.74
            ],
            [
              -80.02,
              34.73
            ],
            [
              -80.03,
              34.73
            ],
            [
              -80.04,
              34.72
            ],
            [
              -80.04,
              34.73
            ],
            [
              -80.04,
              34.74
            ],
            [
              -80.04,
              34.75
            ],
            [
              -80.03,
              34.76
            ],
            [
              -80.04,
              34.77
            ],
            [
              -80.04,
              34.78
            ],
            [
              -80.04,
              34.79
            ],
            [
              -80.04,
              34.8
            ],
            [
              -80.04,
              34.81
            ],
            [
              -80.03,
              34.82
            ],
            [
              -80.03,
              34.83
            ],
            [
              -80.03,
              34.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0427,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce9c601a133f4b6ce65cfa2add4c49af3f2d40da3860ec9752ea28c391658fd7"
      },
      "receipt_sha256": "ce9c601a133f4b6ce65cfa2add4c49af3f2d40da3860ec9752ea28c391658fd7"
    },
    {
      "storm_id": "876029",
      "lat": 41.6213,
      "lon": -77.0012,
      "motion_east": 2.2,
      "motion_south": 3.0,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1204.0,
      "ebshear": 23.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5144
        },
        {
          "name": "alignment",
          "value": -0.0058
        },
        {
          "name": "tau",
          "value": 2.078
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 2.0779948234558105,
      "coherence_diagnostics": {
        "tau": 2.0779948234558105,
        "grad_tau": 0.36548498272895813,
        "torsion": 0.0,
        "alignment": -0.005816638469696045,
        "S_field": 0.6112685799598694,
        "Gamma_field": 0.20175699889659882,
        "S_over_Gamma": 3.02972674369812,
        "Da": 11.98015308380127,
        "E_coh": 0.9033339619636536,
        "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": [
          [
            [
              -77.07,
              41.68
            ],
            [
              -77.0,
              41.68
            ],
            [
              -76.97,
              41.66
            ],
            [
              -76.93,
              41.65
            ],
            [
              -76.91,
              41.63
            ],
            [
              -76.91,
              41.6
            ],
            [
              -76.9,
              41.58
            ],
            [
              -76.94,
              41.58
            ],
            [
              -76.95,
              41.59
            ],
            [
              -76.99,
              41.59
            ],
            [
              -77.0,
              41.58
            ],
            [
              -77.07,
              41.58
            ],
            [
              -77.1,
              41.61
            ],
            [
              -77.12,
              41.61
            ],
            [
              -77.09,
              41.64
            ],
            [
              -77.07,
              41.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0421,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0bd9979648932656fd08f239ba4728ace4464da6c7ef62e4988ad08bac1b2c9c"
      },
      "receipt_sha256": "0bd9979648932656fd08f239ba4728ace4464da6c7ef62e4988ad08bac1b2c9c"
    },
    {
      "storm_id": "874799",
      "lat": 39.8722,
      "lon": -96.6844,
      "motion_east": 5.9,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1579.0,
      "ebshear": 38.0,
      "srh01": 4.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3894
        },
        {
          "name": "alignment",
          "value": -0.8293
        },
        {
          "name": "tau",
          "value": 0.7138
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 0.7138173580169678,
      "coherence_diagnostics": {
        "tau": 0.7138173580169678,
        "grad_tau": 0.2647624909877777,
        "torsion": 0.0,
        "alignment": -0.8293125629425049,
        "S_field": 0.12611666321754456,
        "Gamma_field": 0.21675699949264526,
        "S_over_Gamma": 0.5818343162536621,
        "Da": 13.05723762512207,
        "E_coh": 0.3955107033252716,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.69,
              39.91
            ],
            [
              -96.66,
              39.91
            ],
            [
              -96.65,
              39.9
            ],
            [
              -96.65,
              39.85
            ],
            [
              -96.67,
              39.83
            ],
            [
              -96.71,
              39.83
            ],
            [
              -96.72,
              39.84
            ],
            [
              -96.72,
              39.87
            ],
            [
              -96.69,
              39.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0419,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74887325b68c0b519d7125f2ab78a2bb4173fedbf0d617157fd0fe3da0f1ae89"
      },
      "receipt_sha256": "74887325b68c0b519d7125f2ab78a2bb4173fedbf0d617157fd0fe3da0f1ae89"
    },
    {
      "storm_id": "876070",
      "lat": 40.0442,
      "lon": -84.3842,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1872.0,
      "ebshear": 21.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6394
        },
        {
          "name": "alignment",
          "value": 0.859
        },
        {
          "name": "tau",
          "value": 2.5594
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 2.559377908706665,
      "coherence_diagnostics": {
        "tau": 2.559377908706665,
        "grad_tau": 0.1671053171157837,
        "torsion": 0.0,
        "alignment": 0.8589790463447571,
        "S_field": 0.8598959445953369,
        "Gamma_field": 0.22425700724124908,
        "S_over_Gamma": 3.8344216346740723,
        "Da": 13.91242504119873,
        "E_coh": 0.9540581107139587,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.4,
              40.09
            ],
            [
              -84.36,
              40.08
            ],
            [
              -84.33,
              40.05
            ],
            [
              -84.32,
              40.05
            ],
            [
              -84.32,
              39.99
            ],
            [
              -84.34,
              39.97
            ],
            [
              -84.4,
              39.97
            ],
            [
              -84.44,
              40.01
            ],
            [
              -84.45,
              40.07
            ],
            [
              -84.44,
              40.08
            ],
            [
              -84.41,
              40.08
            ],
            [
              -84.4,
              40.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0412,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da7eaa08a7e3b1ed55ee5856045040421dabb9f2326a6da4cbdd4aa51894736d"
      },
      "receipt_sha256": "da7eaa08a7e3b1ed55ee5856045040421dabb9f2326a6da4cbdd4aa51894736d"
    },
    {
      "storm_id": "876675",
      "lat": 42.09,
      "lon": -78.1713,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1766.0,
      "ebshear": 20.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5144
        },
        {
          "name": "alignment",
          "value": 0.9164
        },
        {
          "name": "tau",
          "value": 1.9664
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 1.9663594961166382,
      "coherence_diagnostics": {
        "tau": 1.9663594961166382,
        "grad_tau": 0.34217116236686707,
        "torsion": 0.0,
        "alignment": 0.9164102673530579,
        "S_field": 0.1537245213985443,
        "Gamma_field": 0.4300903379917145,
        "S_over_Gamma": 0.3574237823486328,
        "Da": 25.881969451904297,
        "E_coh": 0.5409268140792847,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.18,
              42.13
            ],
            [
              -78.14,
              42.11
            ],
            [
              -78.15,
              42.09
            ],
            [
              -78.13,
              42.05
            ],
            [
              -78.15,
              42.04
            ],
            [
              -78.23,
              42.06
            ],
            [
              -78.21,
              42.11
            ],
            [
              -78.18,
              42.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0411,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45d88b95684cf9632bd06520459bc9131226dd1109a0c95f645d034a56700a71"
      },
      "receipt_sha256": "45d88b95684cf9632bd06520459bc9131226dd1109a0c95f645d034a56700a71"
    },
    {
      "storm_id": "876695",
      "lat": 34.9427,
      "lon": -80.404,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1850.0,
      "ebshear": 15.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": -0.6481
        },
        {
          "name": "tau",
          "value": 3.6353
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 3.6352579593658447,
      "coherence_diagnostics": {
        "tau": 3.6352579593658447,
        "grad_tau": 0.3754335939884186,
        "torsion": 0.0,
        "alignment": -0.6481483578681946,
        "S_field": 0.9580590724945068,
        "Gamma_field": 0.25175702571868896,
        "S_over_Gamma": 3.8054909706115723,
        "Da": 15.553380966186523,
        "E_coh": 0.9315991401672363,
        "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": [
          [
            [
              -80.44,
              34.98
            ],
            [
              -80.42,
              34.97
            ],
            [
              -80.36,
              34.98
            ],
            [
              -80.37,
              34.97
            ],
            [
              -80.36,
              34.96
            ],
            [
              -80.37,
              34.96
            ],
            [
              -80.38,
              34.94
            ],
            [
              -80.4,
              34.93
            ],
            [
              -80.38,
              34.92
            ],
            [
              -80.38,
              34.9
            ],
            [
              -80.39,
              34.89
            ],
            [
              -80.45,
              34.89
            ],
            [
              -80.46,
              34.9
            ],
            [
              -80.46,
              34.97
            ],
            [
              -80.44,
              34.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0411,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45d88b95684cf9632bd06520459bc9131226dd1109a0c95f645d034a56700a71"
      },
      "receipt_sha256": "45d88b95684cf9632bd06520459bc9131226dd1109a0c95f645d034a56700a71"
    },
    {
      "storm_id": "876768",
      "lat": 34.7729,
      "lon": -80.5629,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1821.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2644
        },
        {
          "name": "alignment",
          "value": -0.6481
        },
        {
          "name": "tau",
          "value": 3.6353
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 3.6352579593658447,
      "coherence_diagnostics": {
        "tau": 3.6352579593658447,
        "grad_tau": 0.3754335939884186,
        "torsion": 0.0,
        "alignment": -0.6481483578681946,
        "S_field": 0.9580590724945068,
        "Gamma_field": 0.25175702571868896,
        "S_over_Gamma": 3.8054909706115723,
        "Da": 15.553380966186523,
        "E_coh": 0.9315991401672363,
        "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": [
          [
            [
              -80.6,
              34.83
            ],
            [
              -80.58,
              34.82
            ],
            [
              -80.53,
              34.83
            ],
            [
              -80.52,
              34.82
            ],
            [
              -80.52,
              34.78
            ],
            [
              -80.51,
              34.77
            ],
            [
              -80.52,
              34.75
            ],
            [
              -80.55,
              34.75
            ],
            [
              -80.57,
              34.74
            ],
            [
              -80.59,
              34.71
            ],
            [
              -80.6,
              34.72
            ],
            [
              -80.59,
              34.73
            ],
            [
              -80.6,
              34.74
            ],
            [
              -80.6,
              34.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0411,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45d88b95684cf9632bd06520459bc9131226dd1109a0c95f645d034a56700a71"
      },
      "receipt_sha256": "45d88b95684cf9632bd06520459bc9131226dd1109a0c95f645d034a56700a71"
    },
    {
      "storm_id": "876726",
      "lat": 40.268,
      "lon": -98.698,
      "motion_east": 5.5,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1238.0,
      "ebshear": 34.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0144
        },
        {
          "name": "alignment",
          "value": 0.3168
        },
        {
          "name": "tau",
          "value": 0.3042
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 0.30424290895462036,
      "coherence_diagnostics": {
        "tau": 0.30424290895462036,
        "grad_tau": 0.08600149303674698,
        "torsion": 0.0,
        "alignment": 0.3167545795440674,
        "S_field": 0.27494293451309204,
        "Gamma_field": 0.6492570042610168,
        "S_over_Gamma": 0.42347317934036255,
        "Da": 39.740882873535156,
        "E_coh": 0.9257053732872009,
        "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": [
          [
            [
              -98.73,
              40.3
            ],
            [
              -98.65,
              40.3
            ],
            [
              -98.65,
              40.22
            ],
            [
              -98.73,
              40.22
            ],
            [
              -98.73,
              40.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0398,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c89aaeb16c2c1324ed7eb4ab090ff7edad1d89a9ac4beefa527c35bfcd216283"
      },
      "receipt_sha256": "c89aaeb16c2c1324ed7eb4ab090ff7edad1d89a9ac4beefa527c35bfcd216283"
    },
    {
      "storm_id": "876714",
      "lat": 25.953,
      "lon": -98.208,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2581.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2644
        },
        {
          "name": "alignment",
          "value": 0.8047
        },
        {
          "name": "tau",
          "value": 0.4158
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0376
      },
      "coherence_score": 0.41575437784194946,
      "coherence_diagnostics": {
        "tau": 0.41575437784194946,
        "grad_tau": 0.3983688950538635,
        "torsion": 0.0,
        "alignment": 0.8047386407852173,
        "S_field": 0.16265922784805298,
        "Gamma_field": 0.33925700187683105,
        "S_over_Gamma": 0.4794572591781616,
        "Da": 20.685762405395508,
        "E_coh": 0.8229181170463562,
        "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": [
          [
            [
              -98.24,
              25.99
            ],
            [
              -98.18,
              25.99
            ],
            [
              -98.17,
              25.98
            ],
            [
              -98.18,
              25.96
            ],
            [
              -98.2,
              25.95
            ],
            [
              -98.19,
              25.93
            ],
            [
              -98.21,
              25.91
            ],
            [
              -98.23,
              25.91
            ],
            [
              -98.24,
              25.92
            ],
            [
              -98.24,
              25.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0376,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0376,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76eba8167095b3edef60795264de553466233ce795aad0bbe9de4f20bff41115"
      },
      "receipt_sha256": "76eba8167095b3edef60795264de553466233ce795aad0bbe9de4f20bff41115"
    },
    {
      "storm_id": "876717",
      "lat": 25.6967,
      "lon": -98.185,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2401.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5144
        },
        {
          "name": "alignment",
          "value": 1.2931
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.41575437784194946,
        "torsion": 0.0,
        "alignment": 1.2930641174316406,
        "S_field": 0.0794205591082573,
        "Gamma_field": 0.3750903606414795,
        "S_over_Gamma": 0.21173714101314545,
        "Da": 22.95710563659668,
        "E_coh": 0.5777575969696045,
        "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": [
          [
            [
              -98.21,
              25.74
            ],
            [
              -98.17,
              25.74
            ],
            [
              -98.16,
              25.73
            ],
            [
              -98.17,
              25.71
            ],
            [
              -98.15,
              25.69
            ],
            [
              -98.15,
              25.66
            ],
            [
              -98.16,
              25.67
            ],
            [
              -98.18,
              25.67
            ],
            [
              -98.2,
              25.65
            ],
            [
              -98.22,
              25.66
            ],
            [
              -98.24,
              25.7
            ],
            [
              -98.21,
              25.74
            ]
          ]
        ]
      },
      "raw_probability": 0.037,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.037,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9308218b17f3045f55e55257f117c81d9cb89765a49c5f5c3f484c8a9a37046a"
      },
      "receipt_sha256": "9308218b17f3045f55e55257f117c81d9cb89765a49c5f5c3f484c8a9a37046a"
    },
    {
      "storm_id": "875442",
      "lat": 41.273,
      "lon": -89.642,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2133.0,
      "ebshear": 25.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2644
        },
        {
          "name": "alignment",
          "value": -0.2934
        },
        {
          "name": "tau",
          "value": 2.0593
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0354
      },
      "coherence_score": 2.059319496154785,
      "coherence_diagnostics": {
        "tau": 2.059319496154785,
        "grad_tau": 0.32118675112724304,
        "torsion": 0.0,
        "alignment": -0.29343491792678833,
        "S_field": 0.7806808948516846,
        "Gamma_field": 0.20675699412822723,
        "S_over_Gamma": 3.7758378982543945,
        "Da": 12.472548484802246,
        "E_coh": 0.9598709344863892,
        "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": [
          [
            [
              -89.66,
              41.3
            ],
            [
              -89.63,
              41.3
            ],
            [
              -89.61,
              41.29
            ],
            [
              -89.62,
              41.28
            ],
            [
              -89.61,
              41.27
            ],
            [
              -89.63,
              41.23
            ],
            [
              -89.66,
              41.23
            ],
            [
              -89.67,
              41.24
            ],
            [
              -89.67,
              41.29
            ],
            [
              -89.66,
              41.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0354,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "1694dedd03cab3666c6028ac3c8936f3ef24e253c547bcb2b33da777ad6d9b16",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0354,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ddddb85199db939ae1903f6cc4f6af9693b16864a49ecbc10da73afeee223db"
      },
      "receipt_sha256": "9ddddb85199db939ae1903f6cc4f6af9693b16864a49ecbc10da73afeee223db"
    },
    {
      "storm_id": "875296",
      "lat": 41.3617,
      "lon": -90.2833,
      "motion_east": 5.6,
      "motion_south": 0.5,
      "valid_time": "20260710_180041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2324.0,
      "ebshear": 27.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2644
        },
        {
          "name": "alignment",
          "value": -0.3379
        },
        {
          "name": "tau",
          "value": 1.7193
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 1.719284176826477,
      "coherence_diagnostics": {
        "tau": 1.719284176826477,
        "grad_tau": 0.4783150255680084,
        "torsion": 0.0,
        "alignment": -0.337939977645874,
        "S_field": 0.31704849004745483,
        "Gamma_field": 0.3517570197582245,
        "S_over_Gamma": 0.9013280868530273,
        "Da": 21.0544490814209,
        "E_coh": 0.8022986054420471,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.33,
              41.39
            ],
            [
              -90.29,
              41.39
            ],
            [
              -90.28,
              41.38
            ],
            [
              -90.26,
              41.39
            ],
            [
              -90.26,
              41.38
            ],
            [
              -90.24,
              41.36
            ],
            [
              -90.25,
              41.35
            ],
            [
              -90.25,
              41.31
            ],
            [
              -90.29,
              41.31
            ],
            [
              -90.31,
              41.33
            ],
            [
              -90.31,
              41.36
            ],
            [
              -90.33,
              41.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "4333d9e2e6e92fa417a43c53d512e2ddcd3db03eb498d32d723f232325748366",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-07-10T18:31:32Z",
        "raw_probability": 0.0353,
        "probability": 0.001125,
        "confidence_lo": 0.001101,
        "confidence_hi": 0.001125,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a57a690c92c51ce4cfb3e5e17ac89637b480dac80b2607680bc58eeac156e50"
      },
      "receipt_sha256": "7a57a690c92c51ce4cfb3e5e17ac89637b480dac80b2607680bc58eeac156e50"
    }
  ]
}
