{
  "forecast_id": "to_fcst_20260729_1053",
  "hazard": "tornado",
  "issued_at": "2026-07-29T10:53:04Z",
  "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": 89,
  "top_probability": 0.0069,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "196355",
      "lat": 33.8407,
      "lon": -74.668,
      "motion_east": 3.1,
      "motion_south": -7.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3638.0,
      "ebshear": 49.0,
      "srh01": 110.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8963
        },
        {
          "name": "alignment",
          "value": 10.2469
        },
        {
          "name": "tau",
          "value": 3.1012
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5094
      },
      "coherence_score": 3.101210832595825,
      "coherence_diagnostics": {
        "tau": 3.101210832595825,
        "grad_tau": 0.7078670263290405,
        "torsion": 0.0,
        "alignment": 10.246864318847656,
        "S_field": 1.6885180473327637,
        "Gamma_field": 0.2348478138446808,
        "S_over_Gamma": 7.1898393630981445,
        "Da": 14.93741512298584,
        "E_coh": 0.8634794354438782,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.67,
              33.91
            ],
            [
              -74.63,
              33.89
            ],
            [
              -74.59,
              33.82
            ],
            [
              -74.6,
              33.8
            ],
            [
              -74.59,
              33.77
            ],
            [
              -74.6,
              33.76
            ],
            [
              -74.65,
              33.76
            ],
            [
              -74.7,
              33.81
            ],
            [
              -74.72,
              33.81
            ],
            [
              -74.74,
              33.83
            ],
            [
              -74.74,
              33.86
            ],
            [
              -74.73,
              33.88
            ],
            [
              -74.71,
              33.9
            ],
            [
              -74.68,
              33.9
            ],
            [
              -74.67,
              33.91
            ]
          ]
        ]
      },
      "raw_probability": 0.5094,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "ccad08b0f1845eff3a909189ec3ea818ed6045470b6996b6b8d97b10a8953f35",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.5094,
        "probability": 0.006897,
        "confidence_lo": 0.006788,
        "confidence_hi": 0.006897,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a9da3e7eaf8bab7fdf97b516de8cf697aef5de0a9832cbe35e74b48e919bc48"
      },
      "receipt_sha256": "7a9da3e7eaf8bab7fdf97b516de8cf697aef5de0a9832cbe35e74b48e919bc48"
    },
    {
      "storm_id": "196267",
      "lat": 33.8789,
      "lon": -76.0322,
      "motion_east": 3.3,
      "motion_south": -7.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4084.0,
      "ebshear": 29.0,
      "srh01": 133.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5213
        },
        {
          "name": "alignment",
          "value": 9.2225
        },
        {
          "name": "tau",
          "value": 2.2376
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4773
      },
      "coherence_score": 2.2376112937927246,
      "coherence_diagnostics": {
        "tau": 2.2376112937927246,
        "grad_tau": 0.88454669713974,
        "torsion": 0.0,
        "alignment": 9.222482681274414,
        "S_field": 0.40417149662971497,
        "Gamma_field": 0.5306811332702637,
        "S_over_Gamma": 0.7616089582443237,
        "Da": 32.56488800048828,
        "E_coh": 0.7216998338699341,
        "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": [
          [
            [
              -76.05,
              33.91
            ],
            [
              -76.01,
              33.91
            ],
            [
              -76.0,
              33.89
            ],
            [
              -76.0,
              33.86
            ],
            [
              -76.01,
              33.84
            ],
            [
              -76.05,
              33.84
            ],
            [
              -76.06,
              33.85
            ],
            [
              -76.06,
              33.9
            ],
            [
              -76.05,
              33.91
            ]
          ]
        ]
      },
      "raw_probability": 0.4773,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "802fcf0513c3a5eac36e6459f704b529d51923bd014ab2be65d20f8ee9506c1d",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.4773,
        "probability": 0.006897,
        "confidence_lo": 0.006788,
        "confidence_hi": 0.006897,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d8b083bfb952bce17af7cca24050b7cf62cd545b69514d6000c5f53d04b0235"
      },
      "receipt_sha256": "4d8b083bfb952bce17af7cca24050b7cf62cd545b69514d6000c5f53d04b0235"
    },
    {
      "storm_id": "196319",
      "lat": 32.8729,
      "lon": -75.62,
      "motion_east": 3.4,
      "motion_south": -7.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3743.0,
      "ebshear": 29.0,
      "srh01": 102.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6463
        },
        {
          "name": "alignment",
          "value": 2.2341
        },
        {
          "name": "tau",
          "value": 2.9759
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4657
      },
      "coherence_score": 2.9759018421173096,
      "coherence_diagnostics": {
        "tau": 2.9759018421173096,
        "grad_tau": 0.30799615383148193,
        "torsion": 0.0,
        "alignment": 2.234086513519287,
        "S_field": 1.1570028066635132,
        "Gamma_field": 0.36401450634002686,
        "S_over_Gamma": 3.178452491760254,
        "Da": 22.158191680908203,
        "E_coh": 0.9130358099937439,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.62,
              32.91
            ],
            [
              -75.61,
              32.9
            ],
            [
              -75.58,
              32.9
            ],
            [
              -75.57,
              32.89
            ],
            [
              -75.58,
              32.85
            ],
            [
              -75.59,
              32.84
            ],
            [
              -75.59,
              32.82
            ],
            [
              -75.64,
              32.82
            ],
            [
              -75.64,
              32.84
            ],
            [
              -75.66,
              32.85
            ],
            [
              -75.67,
              32.89
            ],
            [
              -75.68,
              32.9
            ],
            [
              -75.63,
              32.9
            ],
            [
              -75.62,
              32.91
            ]
          ]
        ]
      },
      "raw_probability": 0.4657,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "9692c7a89882d406e4c385346f7e4fc57194219ca924792e164c11b9a7412d1b",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.4657,
        "probability": 0.006897,
        "confidence_lo": 0.006788,
        "confidence_hi": 0.006897,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "605b5fe7f1be677560d618cf6772317f5567f327461cca5d1101d4e170612d0a"
      },
      "receipt_sha256": "605b5fe7f1be677560d618cf6772317f5567f327461cca5d1101d4e170612d0a"
    },
    {
      "storm_id": "196198",
      "lat": 33.872,
      "lon": -74.1673,
      "motion_east": 2.9,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0057,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3480.0,
      "ebshear": 39.0,
      "srh01": 107.0,
      "maxllaz": 0.003,
      "mesh": 0.56,
      "flash_rate": 31.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3963
        },
        {
          "name": "alignment",
          "value": 7.9299
        },
        {
          "name": "tau",
          "value": 3.3694
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4125
      },
      "coherence_score": 3.369408130645752,
      "coherence_diagnostics": {
        "tau": 3.369408130645752,
        "grad_tau": 0.3145483434200287,
        "torsion": 0.0,
        "alignment": 7.929874897003174,
        "S_field": 1.2533793449401855,
        "Gamma_field": 0.29651448130607605,
        "S_over_Gamma": 4.2270426750183105,
        "Da": 18.620813369750977,
        "E_coh": 0.8348315954208374,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.81,
              34.08
            ],
            [
              -73.78,
              34.08
            ],
            [
              -73.76,
              34.06
            ],
            [
              -73.76,
              34.01
            ],
            [
              -73.77,
              34.01
            ],
            [
              -73.79,
              33.99
            ],
            [
              -73.84,
              33.99
            ],
            [
              -73.9,
              33.92
            ],
            [
              -73.91,
              33.89
            ],
            [
              -73.95,
              33.84
            ],
            [
              -73.97,
              33.83
            ],
            [
              -74.07,
              33.83
            ],
            [
              -74.08,
              33.82
            ],
            [
              -74.19,
              33.82
            ],
            [
              -74.21,
              33.81
            ],
            [
              -74.26,
              33.76
            ],
            [
              -74.35,
              33.76
            ],
            [
              -74.36,
              33.75
            ],
            [
              -74.39,
              33.75
            ],
            [
              -74.4,
              33.74
            ],
            [
              -74.46,
              33.76
            ],
            [
              -74.48,
              33.74
            ],
            [
              -74.49,
              33.71
            ],
            [
              -74.52,
              33.68
            ],
            [
              -74.55,
              33.68
            ],
            [
              -74.57,
              33.7
            ],
            [
              -74.57,
              33.73
            ],
            [
              -74.55,
              33.76
            ],
            [
              -74.51,
              33.76
            ],
            [
              -74.46,
              33.82
            ],
            [
              -74.42,
              33.84
            ],
            [
              -74.32,
              33.85
            ],
            [
              -74.28,
              33.87
            ],
            [
              -74.21,
              33.87
            ],
            [
              -74.18,
              33.91
            ],
            [
              -74.19,
              33.96
            ],
            [
              -74.14,
              33.96
            ],
            [
              -74.13,
              33.97
            ],
            [
              -74.1,
              33.97
            ],
            [
              -74.09,
              33.98
            ],
            [
              -74.0,
              33.98
            ],
            [
              -73.92,
              34.03
            ],
            [
              -73.86,
              34.02
            ],
            [
              -73.81,
              34.08
            ]
          ]
        ]
      },
      "raw_probability": 0.4125,
      "confidence_lo": 0.0052,
      "confidence_hi": 0.0057,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "5c173f051faa2a47324eece732718564fe63f175a479a4cdaa82044b76747283",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.4125,
        "probability": 0.005684,
        "confidence_lo": 0.005249,
        "confidence_hi": 0.005687,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eab8cb848d02fd5f33df4388e89cb3ebc99157a45ee21dfb51db88cf1806b59d"
      },
      "receipt_sha256": "eab8cb848d02fd5f33df4388e89cb3ebc99157a45ee21dfb51db88cf1806b59d"
    },
    {
      "storm_id": "195558",
      "lat": 33.7118,
      "lon": -75.2878,
      "motion_east": 3.3,
      "motion_south": -7.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0057,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4098.0,
      "ebshear": 37.0,
      "srh01": 127.0,
      "maxllaz": 0.005,
      "mesh": 0.85,
      "flash_rate": 144.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5213
        },
        {
          "name": "alignment",
          "value": 9.2225
        },
        {
          "name": "tau",
          "value": 2.2376
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.41
      },
      "coherence_score": 2.2376112937927246,
      "coherence_diagnostics": {
        "tau": 2.2376112937927246,
        "grad_tau": 0.88454669713974,
        "torsion": 0.0,
        "alignment": 9.222482681274414,
        "S_field": 0.40417149662971497,
        "Gamma_field": 0.5306811332702637,
        "S_over_Gamma": 0.7616089582443237,
        "Da": 32.56488800048828,
        "E_coh": 0.7216998338699341,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.9,
              33.95
            ],
            [
              -74.84,
              33.95
            ],
            [
              -74.82,
              33.93
            ],
            [
              -74.82,
              33.89
            ],
            [
              -74.84,
              33.87
            ],
            [
              -74.86,
              33.83
            ],
            [
              -74.91,
              33.78
            ],
            [
              -74.91,
              33.77
            ],
            [
              -74.97,
              33.71
            ],
            [
              -75.01,
              33.69
            ],
            [
              -75.05,
              33.64
            ],
            [
              -75.09,
              33.62
            ],
            [
              -75.15,
              33.62
            ],
            [
              -75.16,
              33.61
            ],
            [
              -75.19,
              33.61
            ],
            [
              -75.2,
              33.6
            ],
            [
              -75.26,
              33.6
            ],
            [
              -75.3,
              33.56
            ],
            [
              -75.32,
              33.55
            ],
            [
              -75.34,
              33.56
            ],
            [
              -75.41,
              33.55
            ],
            [
              -75.45,
              33.53
            ],
            [
              -75.53,
              33.46
            ],
            [
              -75.56,
              33.46
            ],
            [
              -75.61,
              33.51
            ],
            [
              -75.67,
              33.5
            ],
            [
              -75.75,
              33.55
            ],
            [
              -75.79,
              33.55
            ],
            [
              -75.8,
              33.56
            ],
            [
              -76.09,
              33.56
            ],
            [
              -76.1,
              33.57
            ],
            [
              -76.1,
              33.62
            ],
            [
              -76.06,
              33.64
            ],
            [
              -75.67,
              33.65
            ],
            [
              -75.57,
              33.7
            ],
            [
              -75.48,
              33.7
            ],
            [
              -75.45,
              33.73
            ],
            [
              -75.45,
              33.75
            ],
            [
              -75.42,
              33.77
            ],
            [
              -75.38,
              33.76
            ],
            [
              -75.34,
              33.72
            ],
            [
              -75.26,
              33.73
            ],
            [
              -75.25,
              33.74
            ],
            [
              -75.23,
              33.74
            ],
            [
              -75.19,
              33.78
            ],
            [
              -75.19,
              33.82
            ],
            [
              -75.13,
              33.87
            ],
            [
              -75.09,
              33.88
            ],
            [
              -75.08,
              33.89
            ],
            [
              -75.03,
              33.89
            ],
            [
              -75.01,
              33.91
            ],
            [
              -74.98,
              33.91
            ],
            [
              -74.95,
              33.93
            ],
            [
              -74.92,
              33.93
            ],
            [
              -74.9,
              33.95
            ]
          ]
        ]
      },
      "raw_probability": 0.41,
      "confidence_lo": 0.0052,
      "confidence_hi": 0.0057,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "bc4759e5c5ec0909aaf7186bed08bee9506eb79da72b64dc074ca5721a6539d6",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.41,
        "probability": 0.005684,
        "confidence_lo": 0.005249,
        "confidence_hi": 0.005687,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e072150607481b0c909df7d5d33d3f26edb6880b5a0c18a4cab99e0631854c4"
      },
      "receipt_sha256": "9e072150607481b0c909df7d5d33d3f26edb6880b5a0c18a4cab99e0631854c4"
    },
    {
      "storm_id": "196340",
      "lat": 50.74,
      "lon": -102.064,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1315.0,
      "ebshear": 40.0,
      "srh01": 104.0,
      "maxllaz": 0.009,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2713
        },
        {
          "name": "alignment",
          "value": -6.6191
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2891
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2977612018585205,
        "torsion": 0.0,
        "alignment": -6.619117736816406,
        "S_field": 0.44276705384254456,
        "Gamma_field": 0.19734781980514526,
        "S_over_Gamma": 2.2435872554779053,
        "Da": 12.01225757598877,
        "E_coh": 0.8397224545478821,
        "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": [
          [
            [
              -102.1,
              50.78
            ],
            [
              -102.01,
              50.78
            ],
            [
              -102.01,
              50.68
            ],
            [
              -102.1,
              50.68
            ],
            [
              -102.1,
              50.78
            ]
          ]
        ]
      },
      "raw_probability": 0.2891,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "00af85278c8e58b7d7ea876ed0e000b14d63e0b434b24dfdcda038a10cd0587c",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.2891,
        "probability": 0.002487,
        "confidence_lo": 0.002221,
        "confidence_hi": 0.002488,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b805102d55ed62d509cdff15bd81e80d1fe82742f8d4a3a9f8e9c83476dfbd31"
      },
      "receipt_sha256": "b805102d55ed62d509cdff15bd81e80d1fe82742f8d4a3a9f8e9c83476dfbd31"
    },
    {
      "storm_id": "196341",
      "lat": 50.6457,
      "lon": -101.7557,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1066.0,
      "ebshear": 39.0,
      "srh01": 71.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2713
        },
        {
          "name": "alignment",
          "value": -6.6191
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2891
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2977612018585205,
        "torsion": 0.0,
        "alignment": -6.619117736816406,
        "S_field": 0.44276705384254456,
        "Gamma_field": 0.19734781980514526,
        "S_over_Gamma": 2.2435872554779053,
        "Da": 12.01225757598877,
        "E_coh": 0.8397224545478821,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.81,
              50.68
            ],
            [
              -101.71,
              50.68
            ],
            [
              -101.72,
              50.67
            ],
            [
              -101.72,
              50.61
            ],
            [
              -101.71,
              50.6
            ],
            [
              -101.81,
              50.6
            ],
            [
              -101.81,
              50.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2891,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "00af85278c8e58b7d7ea876ed0e000b14d63e0b434b24dfdcda038a10cd0587c",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.2891,
        "probability": 0.002487,
        "confidence_lo": 0.002221,
        "confidence_hi": 0.002488,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b805102d55ed62d509cdff15bd81e80d1fe82742f8d4a3a9f8e9c83476dfbd31"
      },
      "receipt_sha256": "b805102d55ed62d509cdff15bd81e80d1fe82742f8d4a3a9f8e9c83476dfbd31"
    },
    {
      "storm_id": "196171",
      "lat": 40.57,
      "lon": -71.885,
      "motion_east": -2.0,
      "motion_south": -12.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 811.0,
      "ebshear": 26.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1463
        },
        {
          "name": "alignment",
          "value": 2.797
        },
        {
          "name": "tau",
          "value": 0.9057
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2855
      },
      "coherence_score": 0.9057374000549316,
      "coherence_diagnostics": {
        "tau": 0.9057374000549316,
        "grad_tau": 0.0689387246966362,
        "torsion": 0.0,
        "alignment": 2.79697585105896,
        "S_field": 0.20447573065757751,
        "Gamma_field": 0.17151448130607605,
        "S_over_Gamma": 1.192177653312683,
        "Da": 9.641182899475098,
        "E_coh": 0.5752113461494446,
        "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": [
          [
            [
              -71.91,
              40.66
            ],
            [
              -71.87,
              40.66
            ],
            [
              -71.85,
              40.64
            ],
            [
              -71.82,
              40.58
            ],
            [
              -71.81,
              40.53
            ],
            [
              -71.82,
              40.52
            ],
            [
              -71.83,
              40.46
            ],
            [
              -71.84,
              40.45
            ],
            [
              -71.9,
              40.45
            ],
            [
              -71.91,
              40.5
            ],
            [
              -71.93,
              40.54
            ],
            [
              -71.95,
              40.56
            ],
            [
              -71.95,
              40.62
            ],
            [
              -71.93,
              40.64
            ],
            [
              -71.93,
              40.65
            ],
            [
              -71.91,
              40.66
            ]
          ]
        ]
      },
      "raw_probability": 0.2855,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "520023bb1d0604f092133aff6b551a80a7c3228d74385771ae2c2da3ad560923",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.2855,
        "probability": 0.002411,
        "confidence_lo": 0.002221,
        "confidence_hi": 0.002411,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa0cc0532c2171fb041475c371d7fd84afdb63c29b3f75af1aac1efa9219ca49"
      },
      "receipt_sha256": "aa0cc0532c2171fb041475c371d7fd84afdb63c29b3f75af1aac1efa9219ca49"
    },
    {
      "storm_id": "196335",
      "lat": 33.0611,
      "lon": -76.3756,
      "motion_east": 3.7,
      "motion_south": -4.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4202.0,
      "ebshear": 20.0,
      "srh01": 106.0,
      "maxllaz": 0.0,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7713
        },
        {
          "name": "alignment",
          "value": 6.4524
        },
        {
          "name": "tau",
          "value": 2.3198
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2569
      },
      "coherence_score": 2.319827079772949,
      "coherence_diagnostics": {
        "tau": 2.319827079772949,
        "grad_tau": 0.6130746603012085,
        "torsion": 0.0,
        "alignment": 6.452422142028809,
        "S_field": 0.9037220478057861,
        "Gamma_field": 0.4873478412628174,
        "S_over_Gamma": 1.8543676137924194,
        "Da": 31.338302612304688,
        "E_coh": 0.8659866452217102,
        "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": [
          [
            [
              -76.43,
              33.1
            ],
            [
              -76.36,
              33.1
            ],
            [
              -76.34,
              33.09
            ],
            [
              -76.34,
              33.04
            ],
            [
              -76.32,
              33.02
            ],
            [
              -76.32,
              33.01
            ],
            [
              -76.42,
              33.01
            ],
            [
              -76.42,
              33.08
            ],
            [
              -76.43,
              33.1
            ]
          ]
        ]
      },
      "raw_probability": 0.2569,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "3c0f1e4e047e8673b75fa4548dbeef3738c3ed5a1178ad06162d2ca22a01979c",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.2569,
        "probability": 0.002321,
        "confidence_lo": 0.002221,
        "confidence_hi": 0.002322,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a52f6fa8de8a3e841a5e7907ab3ef17adea8a20df344336c853a97814b2b17b"
      },
      "receipt_sha256": "8a52f6fa8de8a3e841a5e7907ab3ef17adea8a20df344336c853a97814b2b17b"
    },
    {
      "storm_id": "196356",
      "lat": 28.3556,
      "lon": -84.8256,
      "motion_east": 2.9,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3722.0,
      "ebshear": 25.0,
      "srh01": 80.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3963
        },
        {
          "name": "alignment",
          "value": -1.7713
        },
        {
          "name": "tau",
          "value": 2.6925
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.221
      },
      "coherence_score": 2.6925008296966553,
      "coherence_diagnostics": {
        "tau": 2.6925008296966553,
        "grad_tau": 0.4310681223869324,
        "torsion": 0.0,
        "alignment": -1.7713069915771484,
        "S_field": 0.6265062093734741,
        "Gamma_field": 0.23568114638328552,
        "S_over_Gamma": 2.6582789421081543,
        "Da": 14.75202751159668,
        "E_coh": 0.8827198147773743,
        "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": [
          [
            [
              -84.83,
              28.39
            ],
            [
              -84.82,
              28.38
            ],
            [
              -84.78,
              28.38
            ],
            [
              -84.78,
              28.34
            ],
            [
              -84.83,
              28.31
            ],
            [
              -84.84,
              28.32
            ],
            [
              -84.86,
              28.32
            ],
            [
              -84.86,
              28.37
            ],
            [
              -84.83,
              28.39
            ]
          ]
        ]
      },
      "raw_probability": 0.221,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "2df90ab1b163acb56774e2367587b7892230758c9a682ef0896897376ec20c92",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.221,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d19a0a655012eaec0283e34360f7dc533c10422f788f254f0f6e3eefc5af178"
      },
      "receipt_sha256": "3d19a0a655012eaec0283e34360f7dc533c10422f788f254f0f6e3eefc5af178"
    },
    {
      "storm_id": "196334",
      "lat": 39.4556,
      "lon": -96.5508,
      "motion_east": 3.8,
      "motion_south": 2.9,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1846.0,
      "ebshear": 20.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.8963
        },
        {
          "name": "alignment",
          "value": -8.9979
        },
        {
          "name": "tau",
          "value": 1.1318
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2205
      },
      "coherence_score": 1.1318382024765015,
      "coherence_diagnostics": {
        "tau": 1.1318382024765015,
        "grad_tau": 0.3600364029407501,
        "torsion": 0.0,
        "alignment": -8.997889518737793,
        "S_field": 0.7826030850410461,
        "Gamma_field": 0.4273478388786316,
        "S_over_Gamma": 1.831302285194397,
        "Da": 25.098112106323242,
        "E_coh": 0.7629830837249756,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.52,
              39.65
            ],
            [
              -96.5,
              39.65
            ],
            [
              -96.47,
              39.61
            ],
            [
              -96.49,
              39.55
            ],
            [
              -96.53,
              39.5
            ],
            [
              -96.52,
              39.49
            ],
            [
              -96.52,
              39.46
            ],
            [
              -96.51,
              39.45
            ],
            [
              -96.53,
              39.38
            ],
            [
              -96.49,
              39.32
            ],
            [
              -96.49,
              39.28
            ],
            [
              -96.52,
              39.26
            ],
            [
              -96.55,
              39.26
            ],
            [
              -96.59,
              39.29
            ],
            [
              -96.6,
              39.32
            ],
            [
              -96.63,
              39.36
            ],
            [
              -96.63,
              39.39
            ],
            [
              -96.61,
              39.43
            ],
            [
              -96.59,
              39.45
            ],
            [
              -96.61,
              39.48
            ],
            [
              -96.61,
              39.5
            ],
            [
              -96.59,
              39.52
            ],
            [
              -96.59,
              39.54
            ],
            [
              -96.56,
              39.6
            ],
            [
              -96.52,
              39.65
            ]
          ]
        ]
      },
      "raw_probability": 0.2205,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "05429e982e592befd16592bed745954f6e3aaf803219063e4179ea72fe93fe2f",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.2205,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5acc2eccd3ac3f78d0f224f618f203d4d201ad6c183747f72c43dc7eaf85ab6"
      },
      "receipt_sha256": "c5acc2eccd3ac3f78d0f224f618f203d4d201ad6c183747f72c43dc7eaf85ab6"
    },
    {
      "storm_id": "195789",
      "lat": 28.4689,
      "lon": -84.7522,
      "motion_east": 3.4,
      "motion_south": 1.2,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3861.0,
      "ebshear": 24.0,
      "srh01": 86.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3963
        },
        {
          "name": "alignment",
          "value": -1.7713
        },
        {
          "name": "tau",
          "value": 2.6925
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.22
      },
      "coherence_score": 2.6925008296966553,
      "coherence_diagnostics": {
        "tau": 2.6925008296966553,
        "grad_tau": 0.4310681223869324,
        "torsion": 0.0,
        "alignment": -1.7713069915771484,
        "S_field": 0.6265062093734741,
        "Gamma_field": 0.23568114638328552,
        "S_over_Gamma": 2.6582789421081543,
        "Da": 14.75202751159668,
        "E_coh": 0.8827198147773743,
        "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": [
          [
            [
              -84.77,
              28.51
            ],
            [
              -84.74,
              28.51
            ],
            [
              -84.71,
              28.48
            ],
            [
              -84.71,
              28.43
            ],
            [
              -84.72,
              28.42
            ],
            [
              -84.76,
              28.42
            ],
            [
              -84.8,
              28.44
            ],
            [
              -84.79,
              28.5
            ],
            [
              -84.77,
              28.51
            ]
          ]
        ]
      },
      "raw_probability": 0.22,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "c69874761140fc3b4cffe047b51eaf553e70c263ee9ee0eadebe778b1f7fcc7c",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.22,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a4bf1b1e99cd5d8eae33b57d1e2db706dc195aa292fdc6696518836267424bc"
      },
      "receipt_sha256": "7a4bf1b1e99cd5d8eae33b57d1e2db706dc195aa292fdc6696518836267424bc"
    },
    {
      "storm_id": "196275",
      "lat": 41.0618,
      "lon": -72.4355,
      "motion_east": -4.0,
      "motion_south": -10.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 971.0,
      "ebshear": 21.0,
      "srh01": 106.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3963
        },
        {
          "name": "alignment",
          "value": 5.0824
        },
        {
          "name": "tau",
          "value": 0.7826
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.188
      },
      "coherence_score": 0.7826234102249146,
      "coherence_diagnostics": {
        "tau": 0.7826234102249146,
        "grad_tau": 0.06561490893363953,
        "torsion": 0.0,
        "alignment": 5.082444190979004,
        "S_field": 0.13464097678661346,
        "Gamma_field": 0.4106811583042145,
        "S_over_Gamma": 0.327847957611084,
        "Da": 24.036428451538086,
        "E_coh": 0.6312106251716614,
        "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": [
          [
            [
              -72.47,
              41.1
            ],
            [
              -72.43,
              41.1
            ],
            [
              -72.41,
              41.09
            ],
            [
              -72.39,
              41.07
            ],
            [
              -72.38,
              41.03
            ],
            [
              -72.4,
              41.01
            ],
            [
              -72.42,
              41.01
            ],
            [
              -72.46,
              41.03
            ],
            [
              -72.48,
              41.05
            ],
            [
              -72.48,
              41.09
            ],
            [
              -72.47,
              41.1
            ]
          ]
        ]
      },
      "raw_probability": 0.188,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "5c2acea768756fc3731e5e15ff3b8bdee92c54cdfd12f8d50935bb89ebf89de0",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.188,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ad66e0e880b4340afb0bd9e0d8b4fcecd84318ce12f8ce1401147d369f9f3f1"
      },
      "receipt_sha256": "3ad66e0e880b4340afb0bd9e0d8b4fcecd84318ce12f8ce1401147d369f9f3f1"
    },
    {
      "storm_id": "196327",
      "lat": 41.3811,
      "lon": -73.1311,
      "motion_east": -6.0,
      "motion_south": -9.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1336.0,
      "ebshear": 29.0,
      "srh01": 111.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3963
        },
        {
          "name": "alignment",
          "value": 5.0824
        },
        {
          "name": "tau",
          "value": 0.7826
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.184
      },
      "coherence_score": 0.7826234102249146,
      "coherence_diagnostics": {
        "tau": 0.7826234102249146,
        "grad_tau": 0.06561490893363953,
        "torsion": 0.0,
        "alignment": 5.082444190979004,
        "S_field": 0.13464097678661346,
        "Gamma_field": 0.4106811583042145,
        "S_over_Gamma": 0.327847957611084,
        "Da": 24.036428451538086,
        "E_coh": 0.6312106251716614,
        "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": [
          [
            [
              -73.13,
              41.41
            ],
            [
              -73.09,
              41.41
            ],
            [
              -73.09,
              41.39
            ],
            [
              -73.11,
              41.38
            ],
            [
              -73.13,
              41.34
            ],
            [
              -73.17,
              41.34
            ],
            [
              -73.17,
              41.38
            ],
            [
              -73.16,
              41.37
            ],
            [
              -73.13,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.184,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "660f7d45f5c55c5ee0d58e856b2ad5999252203c85bdd0e86768f90b4d325176",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.184,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee5d2567919217fba9f40d58ce985be958ad20bb51eb451408a51bbe2c1568a3"
      },
      "receipt_sha256": "ee5d2567919217fba9f40d58ce985be958ad20bb51eb451408a51bbe2c1568a3"
    },
    {
      "storm_id": "196261",
      "lat": 41.16,
      "lon": -72.2392,
      "motion_east": -3.0,
      "motion_south": -10.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 828.0,
      "ebshear": 22.0,
      "srh01": 154.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6463
        },
        {
          "name": "alignment",
          "value": -0.0403
        },
        {
          "name": "tau",
          "value": 0.8581
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1718
      },
      "coherence_score": 0.8581415414810181,
      "coherence_diagnostics": {
        "tau": 0.8581415414810181,
        "grad_tau": 0.11723752319812775,
        "torsion": 0.0,
        "alignment": -0.0402960479259491,
        "S_field": 0.15420961380004883,
        "Gamma_field": 0.5031811594963074,
        "S_over_Gamma": 0.3064693808555603,
        "Da": 30.653594970703125,
        "E_coh": 0.14357173442840576,
        "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": [
          [
            [
              -72.24,
              41.22
            ],
            [
              -72.2,
              41.22
            ],
            [
              -72.18,
              41.2
            ],
            [
              -72.18,
              41.16
            ],
            [
              -72.19,
              41.14
            ],
            [
              -72.21,
              41.13
            ],
            [
              -72.25,
              41.09
            ],
            [
              -72.3,
              41.09
            ],
            [
              -72.3,
              41.11
            ],
            [
              -72.28,
              41.14
            ],
            [
              -72.28,
              41.16
            ],
            [
              -72.26,
              41.2
            ],
            [
              -72.24,
              41.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1718,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "69bd446f196a11210134244c5a36f33e9b1f2e9b0f663aeed4ec94fff6f82031",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1718,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "542ca9f71e0e2e10743067325a0bb2a9514dc136bf513f676de62ed7701edfa9"
      },
      "receipt_sha256": "542ca9f71e0e2e10743067325a0bb2a9514dc136bf513f676de62ed7701edfa9"
    },
    {
      "storm_id": "196329",
      "lat": 41.3433,
      "lon": -73.0913,
      "motion_east": -6.0,
      "motion_south": -9.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1012.0,
      "ebshear": 26.0,
      "srh01": 110.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3963
        },
        {
          "name": "alignment",
          "value": 5.0824
        },
        {
          "name": "tau",
          "value": 0.7826
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1695
      },
      "coherence_score": 0.7826234102249146,
      "coherence_diagnostics": {
        "tau": 0.7826234102249146,
        "grad_tau": 0.06561490893363953,
        "torsion": 0.0,
        "alignment": 5.082444190979004,
        "S_field": 0.13464097678661346,
        "Gamma_field": 0.4106811583042145,
        "S_over_Gamma": 0.327847957611084,
        "Da": 24.036428451538086,
        "E_coh": 0.6312106251716614,
        "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": [
          [
            [
              -73.25,
              41.83
            ],
            [
              -73.25,
              41.73
            ],
            [
              -73.23,
              41.7
            ],
            [
              -73.23,
              41.68
            ],
            [
              -73.18,
              41.62
            ],
            [
              -73.18,
              41.59
            ],
            [
              -73.17,
              41.58
            ],
            [
              -73.17,
              41.54
            ],
            [
              -73.24,
              41.46
            ],
            [
              -73.24,
              41.42
            ],
            [
              -73.22,
              41.4
            ],
            [
              -73.22,
              41.39
            ],
            [
              -73.19,
              41.37
            ],
            [
              -73.19,
              41.33
            ],
            [
              -73.16,
              41.31
            ],
            [
              -73.16,
              41.28
            ],
            [
              -73.14,
              41.26
            ],
            [
              -73.12,
              41.26
            ],
            [
              -73.08,
              41.29
            ],
            [
              -73.07,
              41.28
            ],
            [
              -73.06,
              41.29
            ],
            [
              -73.0,
              41.29
            ],
            [
              -72.99,
              41.3
            ],
            [
              -72.96,
              41.3
            ],
            [
              -72.9,
              41.33
            ],
            [
              -72.78,
              41.33
            ],
            [
              -72.76,
              41.35
            ],
            [
              -72.76,
              41.38
            ],
            [
              -72.74,
              41.41
            ],
            [
              -72.69,
              41.41
            ],
            [
              -72.66,
              41.39
            ],
            [
              -72.66,
              41.37
            ],
            [
              -72.61,
              41.3
            ],
            [
              -72.55,
              41.27
            ],
            [
              -72.53,
              41.27
            ],
            [
              -72.5,
              41.25
            ],
            [
              -72.5,
              41.2
            ],
            [
              -72.51,
              41.19
            ],
            [
              -72.55,
              41.19
            ],
            [
              -72.56,
              41.2
            ],
            [
              -72.67,
              41.2
            ],
            [
              -72.68,
              41.19
            ],
            [
              -72.7,
              41.19
            ],
            [
              -72.73,
              41.16
            ],
            [
              -72.73,
              41.13
            ],
            [
              -72.77,
              41.1
            ],
            [
              -72.8,
              41.11
            ],
            [
              -72.82,
              41.15
            ],
            [
              -72.84,
              41.15
            ],
            [
              -72.85,
              41.14
            ],
            [
              -72.89,
              41.14
            ],
            [
              -72.92,
              41.11
            ],
            [
              -72.92,
              41.08
            ],
            [
              -72.93,
              41.07
            ],
            [
              -72.97,
              41.07
            ],
            [
              -73.01,
              41.14
            ],
            [
              -73.03,
              41.15
            ],
            [
              -73.03,
              41.16
            ],
            [
              -73.05,
              41.18
            ],
            [
              -73.09,
              41.2
            ],
            [
              -73.12,
              41.23
            ],
            [
              -73.14,
              41.23
            ],
            [
              -73.18,
              41.19
            ],
            [
              -73.21,
              41.19
            ],
            [
              -73.22,
              41.18
            ],
            [
              -73.3,
              41.18
            ],
            [
              -73.33,
              41.15
            ],
            [
              -73.37,
              41.15
            ],
            [
              -73.39,
              41.18
            ],
            [
              -73.39,
              41.2
            ],
            [
              -73.37,
              41.22
            ],
            [
              -73.32,
              41.23
            ],
            [
              -73.28,
              41.27
            ],
            [
              -73.28,
              41.31
            ],
            [
              -73.29,
              41.32
            ],
            [
              -73.31,
              41.32
            ],
            [
              -73.35,
              41.3
            ],
            [
              -73.41,
              41.3
            ],
            [
              -73.44,
              41.32
            ],
            [
              -73.49,
              41.32
            ],
            [
              -73.54,
              41.36
            ],
            [
              -73.55,
              41.36
            ],
            [
              -73.55,
              41.39
            ],
            [
              -73.51,
              41.47
            ],
            [
              -73.51,
              41.49
            ],
            [
              -73.49,
              41.53
            ],
            [
              -73.49,
              41.58
            ],
            [
              -73.48,
              41.59
            ],
            [
              -73.47,
              41.63
            ],
            [
              -73.43,
              41.66
            ],
            [
              -73.39,
              41.68
            ],
            [
              -73.37,
              41.68
            ],
            [
              -73.34,
              41.71
            ],
            [
              -73.32,
              41.79
            ],
            [
              -73.31,
              41.8
            ],
            [
              -73.28,
              41.8
            ],
            [
              -73.25,
              41.83
            ]
          ]
        ]
      },
      "raw_probability": 0.1695,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "852fcef50672069ef3206750beef7787d485b55b56e349b55065e67e362361da",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1695,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a17d78d3e4a93208e6ea3832d25df01c8ccc55f7d14dc5ffa64308bd00802bf"
      },
      "receipt_sha256": "6a17d78d3e4a93208e6ea3832d25df01c8ccc55f7d14dc5ffa64308bd00802bf"
    },
    {
      "storm_id": "195756",
      "lat": 40.8848,
      "lon": -72.1652,
      "motion_east": -3.0,
      "motion_south": -12.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 867.0,
      "ebshear": 22.0,
      "srh01": 190.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 190.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6463
        },
        {
          "name": "alignment",
          "value": -0.0403
        },
        {
          "name": "tau",
          "value": 0.8581
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1635
      },
      "coherence_score": 0.8581415414810181,
      "coherence_diagnostics": {
        "tau": 0.8581415414810181,
        "grad_tau": 0.11723752319812775,
        "torsion": 0.0,
        "alignment": -0.0402960479259491,
        "S_field": 0.15420961380004883,
        "Gamma_field": 0.5031811594963074,
        "S_over_Gamma": 0.3064693808555603,
        "Da": 30.653594970703125,
        "E_coh": 0.14357173442840576,
        "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": [
          [
            [
              -72.22,
              41.04
            ],
            [
              -72.18,
              41.04
            ],
            [
              -72.18,
              40.98
            ],
            [
              -72.19,
              40.97
            ],
            [
              -72.19,
              40.94
            ],
            [
              -72.16,
              40.91
            ],
            [
              -72.12,
              40.89
            ],
            [
              -72.09,
              40.89
            ],
            [
              -72.06,
              40.87
            ],
            [
              -72.05,
              40.85
            ],
            [
              -72.05,
              40.81
            ],
            [
              -72.06,
              40.8
            ],
            [
              -72.06,
              40.78
            ],
            [
              -72.07,
              40.77
            ],
            [
              -72.11,
              40.77
            ],
            [
              -72.12,
              40.76
            ],
            [
              -72.14,
              40.76
            ],
            [
              -72.16,
              40.78
            ],
            [
              -72.2,
              40.79
            ],
            [
              -72.21,
              40.82
            ],
            [
              -72.26,
              40.88
            ],
            [
              -72.27,
              40.9
            ],
            [
              -72.27,
              40.93
            ],
            [
              -72.28,
              40.94
            ],
            [
              -72.28,
              40.97
            ],
            [
              -72.26,
              41.01
            ],
            [
              -72.22,
              41.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1635,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "01c1208d86d32ef7fb968d53cb0e325eb826796b87910cf02ba440dceedefe81",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1635,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b158c630fe330342eb0650aacebb508b5e04f1d9dbb481e6d8518ea6682b308"
      },
      "receipt_sha256": "9b158c630fe330342eb0650aacebb508b5e04f1d9dbb481e6d8518ea6682b308"
    },
    {
      "storm_id": "196342",
      "lat": 49.495,
      "lon": -95.8212,
      "motion_east": 6.2,
      "motion_south": 2.1,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1065.0,
      "ebshear": 26.0,
      "srh01": 136.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7713
        },
        {
          "name": "alignment",
          "value": -1.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1634
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5677935481071472,
        "torsion": 0.0,
        "alignment": -1.4316177368164062,
        "S_field": 0.8117479681968689,
        "Gamma_field": 0.5600000023841858,
        "S_over_Gamma": 1.449549913406372,
        "Da": 35.23942565917969,
        "E_coh": 0.8162252306938171,
        "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": [
          [
            [
              -95.83,
              49.53
            ],
            [
              -95.79,
              49.51
            ],
            [
              -95.79,
              49.47
            ],
            [
              -95.8,
              49.46
            ],
            [
              -95.83,
              49.46
            ],
            [
              -95.85,
              49.49
            ],
            [
              -95.85,
              49.51
            ],
            [
              -95.83,
              49.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1634,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "e5b09ee7efecfaaefcf1b8ed9e5457d48708c4c862f9a3875059662b2601f149",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1634,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3a71c752263620a1426ae5954a1db36c36a86e4f42771253ee0db6470a2af8c"
      },
      "receipt_sha256": "b3a71c752263620a1426ae5954a1db36c36a86e4f42771253ee0db6470a2af8c"
    },
    {
      "storm_id": "195548",
      "lat": 49.29,
      "lon": -95.8153,
      "motion_east": 6.2,
      "motion_south": 2.2,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1272.0,
      "ebshear": 27.0,
      "srh01": 127.0,
      "maxllaz": 0.002,
      "mesh": 0.9,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7713
        },
        {
          "name": "alignment",
          "value": -1.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1624
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5677935481071472,
        "torsion": 0.0,
        "alignment": -1.4316177368164062,
        "S_field": 0.8117479681968689,
        "Gamma_field": 0.5600000023841858,
        "S_over_Gamma": 1.449549913406372,
        "Da": 35.23942565917969,
        "E_coh": 0.8162252306938171,
        "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": [
          [
            [
              -95.89,
              49.34
            ],
            [
              -95.77,
              49.34
            ],
            [
              -95.76,
              49.33
            ],
            [
              -95.74,
              49.33
            ],
            [
              -95.69,
              49.28
            ],
            [
              -95.69,
              49.25
            ],
            [
              -95.71,
              49.23
            ],
            [
              -95.77,
              49.24
            ],
            [
              -95.78,
              49.25
            ],
            [
              -95.88,
              49.25
            ],
            [
              -95.91,
              49.27
            ],
            [
              -95.91,
              49.29
            ],
            [
              -95.92,
              49.3
            ],
            [
              -95.92,
              49.31
            ],
            [
              -95.89,
              49.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1624,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "85857cf177a5f57cdb8a3dce1652a3c97512ff1b3bafb4c19f28ef6c15864202",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1624,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2738ca03bcd9308380f0aa6c77551a6bff521f900c09c1c4e814389082b4539a"
      },
      "receipt_sha256": "2738ca03bcd9308380f0aa6c77551a6bff521f900c09c1c4e814389082b4539a"
    },
    {
      "storm_id": "195841",
      "lat": 39.4788,
      "lon": -96.2776,
      "motion_east": 2.3,
      "motion_south": 2.1,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1883.0,
      "ebshear": 18.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.8963
        },
        {
          "name": "alignment",
          "value": -8.9979
        },
        {
          "name": "tau",
          "value": 1.1318
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1466
      },
      "coherence_score": 1.1318382024765015,
      "coherence_diagnostics": {
        "tau": 1.1318382024765015,
        "grad_tau": 0.3600364029407501,
        "torsion": 0.0,
        "alignment": -8.997889518737793,
        "S_field": 0.7826030850410461,
        "Gamma_field": 0.4273478388786316,
        "S_over_Gamma": 1.831302285194397,
        "Da": 25.098112106323242,
        "E_coh": 0.7629830837249756,
        "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": [
          [
            [
              -96.37,
              39.54
            ],
            [
              -96.32,
              39.54
            ],
            [
              -96.29,
              39.52
            ],
            [
              -96.26,
              39.52
            ],
            [
              -96.25,
              39.51
            ],
            [
              -96.2,
              39.5
            ],
            [
              -96.13,
              39.45
            ],
            [
              -96.13,
              39.42
            ],
            [
              -96.14,
              39.41
            ],
            [
              -96.19,
              39.41
            ],
            [
              -96.25,
              39.44
            ],
            [
              -96.32,
              39.44
            ],
            [
              -96.33,
              39.45
            ],
            [
              -96.37,
              39.45
            ],
            [
              -96.4,
              39.49
            ],
            [
              -96.4,
              39.51
            ],
            [
              -96.37,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1466,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "5beb965026dfa8e9e39fb2ee6843e3c6023eab4bedd0e9582b7e45ff2a2fa555",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1466,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1070ea36196a9ebfe0ae18a94011bfc5d3549bca4e27de2db96c426dd4b1a83c"
      },
      "receipt_sha256": "1070ea36196a9ebfe0ae18a94011bfc5d3549bca4e27de2db96c426dd4b1a83c"
    },
    {
      "storm_id": "196103",
      "lat": 40.3471,
      "lon": -72.4517,
      "motion_east": 1.5,
      "motion_south": -11.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 808.0,
      "ebshear": 20.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.3963
        },
        {
          "name": "alignment",
          "value": 4.3573
        },
        {
          "name": "tau",
          "value": 0.8367
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1451
      },
      "coherence_score": 0.8367366790771484,
      "coherence_diagnostics": {
        "tau": 0.8367366790771484,
        "grad_tau": 0.10731247812509537,
        "torsion": 0.0,
        "alignment": 4.357348442077637,
        "S_field": 0.3826684355735779,
        "Gamma_field": 0.16068115830421448,
        "S_over_Gamma": 2.3815388679504395,
        "Da": 9.095087051391602,
        "E_coh": 0.5816067457199097,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.53,
              40.48
            ],
            [
              -72.49,
              40.48
            ],
            [
              -72.47,
              40.47
            ],
            [
              -72.42,
              40.42
            ],
            [
              -72.4,
              40.38
            ],
            [
              -72.38,
              40.36
            ],
            [
              -72.37,
              40.36
            ],
            [
              -72.36,
              40.34
            ],
            [
              -72.36,
              40.29
            ],
            [
              -72.37,
              40.28
            ],
            [
              -72.37,
              40.2
            ],
            [
              -72.4,
              40.16
            ],
            [
              -72.44,
              40.16
            ],
            [
              -72.45,
              40.18
            ],
            [
              -72.45,
              40.26
            ],
            [
              -72.46,
              40.27
            ],
            [
              -72.46,
              40.32
            ],
            [
              -72.5,
              40.37
            ],
            [
              -72.5,
              40.38
            ],
            [
              -72.52,
              40.4
            ],
            [
              -72.53,
              40.4
            ],
            [
              -72.54,
              40.42
            ],
            [
              -72.54,
              40.47
            ],
            [
              -72.53,
              40.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1451,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "81f56ddaa165ca442cb5128ff95a8300eb8c5fb4f7b5b229fd1207586a063131",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1451,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fc25621479634dc228cb533a597c64bc3aa4611f90da3ce1550e9d38b64e21f7"
      },
      "receipt_sha256": "fc25621479634dc228cb533a597c64bc3aa4611f90da3ce1550e9d38b64e21f7"
    },
    {
      "storm_id": "196346",
      "lat": 50.0243,
      "lon": -105.6757,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 871.0,
      "ebshear": 31.0,
      "srh01": 168.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 168.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.0213
        },
        {
          "name": "alignment",
          "value": 10.5684
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1353
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3059144914150238,
        "torsion": 0.0,
        "alignment": 10.568382263183594,
        "S_field": 0.5593150854110718,
        "Gamma_field": 0.25068116188049316,
        "S_over_Gamma": 2.2311811447143555,
        "Da": 14.218826293945312,
        "E_coh": 0.6680570840835571,
        "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": [
          [
            [
              -105.67,
              50.06
            ],
            [
              -105.65,
              50.04
            ],
            [
              -105.65,
              50.01
            ],
            [
              -105.67,
              49.98
            ],
            [
              -105.71,
              49.98
            ],
            [
              -105.71,
              50.04
            ],
            [
              -105.67,
              50.06
            ]
          ]
        ]
      },
      "raw_probability": 0.1353,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "8b7c4f72798e7c79cc193731ff2e721d9956922024f802fc66368733b5ce0475",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1353,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e44fdc13e379b7a6786bb8802c6dd69d97cb0a70764ef71924e48fd82733316"
      },
      "receipt_sha256": "8e44fdc13e379b7a6786bb8802c6dd69d97cb0a70764ef71924e48fd82733316"
    },
    {
      "storm_id": "196348",
      "lat": 43.2013,
      "lon": -73.97,
      "motion_east": -1.0,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 713.0,
      "ebshear": 17.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3963
        },
        {
          "name": "alignment",
          "value": -1.1543
        },
        {
          "name": "tau",
          "value": 0.835
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1319
      },
      "coherence_score": 0.8350203633308411,
      "coherence_diagnostics": {
        "tau": 0.8350203633308411,
        "grad_tau": 0.03540268540382385,
        "torsion": 0.0,
        "alignment": -1.1542575359344482,
        "S_field": 0.1357593536376953,
        "Gamma_field": 0.31734782457351685,
        "S_over_Gamma": 0.42779356241226196,
        "Da": 20.20376205444336,
        "E_coh": 0.4808175265789032,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.0,
              43.22
            ],
            [
              -73.99,
              43.21
            ],
            [
              -73.97,
              43.22
            ],
            [
              -73.94,
              43.22
            ],
            [
              -73.93,
              43.18
            ],
            [
              -73.94,
              43.17
            ],
            [
              -73.99,
              43.17
            ],
            [
              -74.0,
              43.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1319,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "e0d8635456dcc46da624bb0c5792c994b8ca17f76e5ea2395a09334dfcdec4db",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1319,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47c7dca7f3334696764bef222d3d71dd0e077ace8aa8dbb94eee2f8f6ab26fc6"
      },
      "receipt_sha256": "47c7dca7f3334696764bef222d3d71dd0e077ace8aa8dbb94eee2f8f6ab26fc6"
    },
    {
      "storm_id": "196243",
      "lat": 36.5482,
      "lon": -92.9909,
      "motion_east": 4.5,
      "motion_south": 2.3,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2378.0,
      "ebshear": 22.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0213
        },
        {
          "name": "alignment",
          "value": -0.6904
        },
        {
          "name": "tau",
          "value": 0.6666
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1248
      },
      "coherence_score": 0.6665870547294617,
      "coherence_diagnostics": {
        "tau": 0.6665870547294617,
        "grad_tau": 0.03790827840566635,
        "torsion": 0.0,
        "alignment": -0.6904242634773254,
        "S_field": 0.4808667302131653,
        "Gamma_field": 0.7356811761856079,
        "S_over_Gamma": 0.6536346673965454,
        "Da": 44.45259475708008,
        "E_coh": 0.6132614016532898,
        "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": [
          [
            [
              -92.99,
              36.59
            ],
            [
              -92.93,
              36.59
            ],
            [
              -92.94,
              36.57
            ],
            [
              -92.94,
              36.53
            ],
            [
              -92.99,
              36.5
            ],
            [
              -93.02,
              36.5
            ],
            [
              -93.03,
              36.51
            ],
            [
              -93.02,
              36.52
            ],
            [
              -93.02,
              36.56
            ],
            [
              -93.03,
              36.57
            ],
            [
              -92.99,
              36.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1248,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "e1554afa4f6cbc5a7dd643fe5e1206fc60b0d7f5466b51581da08543b4919246",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1248,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f85f8409d8b1e28bd5548918e7d42e080932f97f208c99c6fb5cb7e9e6402c1"
      },
      "receipt_sha256": "7f85f8409d8b1e28bd5548918e7d42e080932f97f208c99c6fb5cb7e9e6402c1"
    },
    {
      "storm_id": "196208",
      "lat": 50.048,
      "lon": -95.358,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1025.0,
      "ebshear": 20.0,
      "srh01": 71.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7713
        },
        {
          "name": "alignment",
          "value": -1.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1198
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5677935481071472,
        "torsion": 0.0,
        "alignment": -1.4316177368164062,
        "S_field": 0.8117479681968689,
        "Gamma_field": 0.5600000023841858,
        "S_over_Gamma": 1.449549913406372,
        "Da": 35.23942565917969,
        "E_coh": 0.8162252306938171,
        "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": [
          [
            [
              -95.39,
              50.08
            ],
            [
              -95.35,
              50.06
            ],
            [
              -95.33,
              50.06
            ],
            [
              -95.32,
              50.05
            ],
            [
              -95.32,
              50.01
            ],
            [
              -95.34,
              50.01
            ],
            [
              -95.37,
              50.04
            ],
            [
              -95.38,
              50.04
            ],
            [
              -95.39,
              50.05
            ],
            [
              -95.39,
              50.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1198,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "0273d350fec4fdf1ae107d68f7c870a14a786bf3092ecfe120befe74d2d1820d",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1198,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "110caae4683c14ef828529648fcc87bf98212dbdffa28d6bf9fa8602c27086f8"
      },
      "receipt_sha256": "110caae4683c14ef828529648fcc87bf98212dbdffa28d6bf9fa8602c27086f8"
    },
    {
      "storm_id": "196258",
      "lat": 49.2518,
      "lon": -95.3718,
      "motion_east": 5.3,
      "motion_south": 1.8,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1162.0,
      "ebshear": 27.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7713
        },
        {
          "name": "alignment",
          "value": -1.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1197
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5677935481071472,
        "torsion": 0.0,
        "alignment": -1.4316177368164062,
        "S_field": 0.8117479681968689,
        "Gamma_field": 0.5600000023841858,
        "S_over_Gamma": 1.449549913406372,
        "Da": 35.23942565917969,
        "E_coh": 0.8162252306938171,
        "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": [
          [
            [
              -95.35,
              49.3
            ],
            [
              -95.31,
              49.28
            ],
            [
              -95.31,
              49.24
            ],
            [
              -95.34,
              49.23
            ],
            [
              -95.39,
              49.19
            ],
            [
              -95.43,
              49.19
            ],
            [
              -95.44,
              49.21
            ],
            [
              -95.43,
              49.25
            ],
            [
              -95.38,
              49.29
            ],
            [
              -95.36,
              49.29
            ],
            [
              -95.35,
              49.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1197,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "9b794f557d18db0658468dc3365f2dc83141fcede103c2587ea3bdee3b644bcf",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1197,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2659243bfdc899de1745ef006e2430d776e370fecc70cd86af8d6fc05e61d8e"
      },
      "receipt_sha256": "b2659243bfdc899de1745ef006e2430d776e370fecc70cd86af8d6fc05e61d8e"
    },
    {
      "storm_id": "196353",
      "lat": 39.4956,
      "lon": -103.617,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 29.0,
      "ebshear": 25.0,
      "srh01": 79.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1463
        },
        {
          "name": "alignment",
          "value": -4.8794
        },
        {
          "name": "tau",
          "value": 0.4117
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1151
      },
      "coherence_score": 0.4116825461387634,
      "coherence_diagnostics": {
        "tau": 0.4116825461387634,
        "grad_tau": 0.0363214872777462,
        "torsion": 0.0,
        "alignment": -4.879421234130859,
        "S_field": 0.16720284521579742,
        "Gamma_field": 0.2881811559200287,
        "S_over_Gamma": 0.5802004933357239,
        "Da": 16.719200134277344,
        "E_coh": 0.731923520565033,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.66,
              39.54
            ],
            [
              -103.66,
              39.53
            ],
            [
              -103.66,
              39.52
            ],
            [
              -103.66,
              39.51
            ],
            [
              -103.65,
              39.5
            ],
            [
              -103.64,
              39.49
            ],
            [
              -103.63,
              39.48
            ],
            [
              -103.62,
              39.47
            ],
            [
              -103.61,
              39.48
            ],
            [
              -103.6,
              39.48
            ],
            [
              -103.59,
              39.49
            ],
            [
              -103.59,
              39.5
            ],
            [
              -103.58,
              39.51
            ],
            [
              -103.58,
              39.52
            ],
            [
              -103.58,
              39.53
            ],
            [
              -103.59,
              39.54
            ],
            [
              -103.58,
              39.54
            ],
            [
              -103.57,
              39.54
            ],
            [
              -103.58,
              39.53
            ],
            [
              -103.58,
              39.52
            ],
            [
              -103.58,
              39.51
            ],
            [
              -103.58,
              39.5
            ],
            [
              -103.58,
              39.49
            ],
            [
              -103.58,
              39.48
            ],
            [
              -103.57,
              39.47
            ],
            [
              -103.57,
              39.46
            ],
            [
              -103.58,
              39.46
            ],
            [
              -103.59,
              39.46
            ],
            [
              -103.6,
              39.46
            ],
            [
              -103.61,
              39.46
            ],
            [
              -103.62,
              39.46
            ],
            [
              -103.63,
              39.46
            ],
            [
              -103.64,
              39.46
            ],
            [
              -103.65,
              39.46
            ],
            [
              -103.66,
              39.46
            ],
            [
              -103.66,
              39.47
            ],
            [
              -103.66,
              39.48
            ],
            [
              -103.66,
              39.49
            ],
            [
              -103.66,
              39.5
            ],
            [
              -103.66,
              39.51
            ],
            [
              -103.66,
              39.52
            ],
            [
              -103.66,
              39.53
            ],
            [
              -103.66,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1151,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "a66e088b81182da04b5bc55a3c78a92ac96dc4c730b6f70b1d9ca88c3d60ceea",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1151,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9521fceef48a2de8081849c0497e01028d505b7d2ef9c730389d77a0ea165770"
      },
      "receipt_sha256": "9521fceef48a2de8081849c0497e01028d505b7d2ef9c730389d77a0ea165770"
    },
    {
      "storm_id": "196299",
      "lat": 49.498,
      "lon": -95.259,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1044.0,
      "ebshear": 25.0,
      "srh01": 71.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7713
        },
        {
          "name": "alignment",
          "value": -1.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1132
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5677935481071472,
        "torsion": 0.0,
        "alignment": -1.4316177368164062,
        "S_field": 0.8117479681968689,
        "Gamma_field": 0.5600000023841858,
        "S_over_Gamma": 1.449549913406372,
        "Da": 35.23942565917969,
        "E_coh": 0.8162252306938171,
        "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": [
          [
            [
              -95.28,
              49.53
            ],
            [
              -95.24,
              49.53
            ],
            [
              -95.22,
              49.52
            ],
            [
              -95.22,
              49.48
            ],
            [
              -95.23,
              49.47
            ],
            [
              -95.26,
              49.47
            ],
            [
              -95.28,
              49.46
            ],
            [
              -95.29,
              49.47
            ],
            [
              -95.29,
              49.52
            ],
            [
              -95.28,
              49.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1132,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "748075c0a0dfc91dc7f699e9ca27f91a88bd85597622d85022d932a1f3e1c91f",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1132,
        "probability": 0.001895,
        "confidence_lo": 0.001867,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f57710c7d4efde2cb7359d8cda372ccd9e57e93ecc6bdc8dc4c25f8b2ece53b5"
      },
      "receipt_sha256": "f57710c7d4efde2cb7359d8cda372ccd9e57e93ecc6bdc8dc4c25f8b2ece53b5"
    },
    {
      "storm_id": "195873",
      "lat": 40.3308,
      "lon": -98.434,
      "motion_east": 4.1,
      "motion_south": 0.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2744.0,
      "ebshear": 24.0,
      "srh01": 67.0,
      "maxllaz": 0.008,
      "mesh": 0.36,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7713
        },
        {
          "name": "alignment",
          "value": 5.2394
        },
        {
          "name": "tau",
          "value": 0.4733
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.113
      },
      "coherence_score": 0.47329801321029663,
      "coherence_diagnostics": {
        "tau": 0.47329801321029663,
        "grad_tau": 0.16787393391132355,
        "torsion": 0.0,
        "alignment": 5.239415168762207,
        "S_field": 0.11533540487289429,
        "Gamma_field": 0.159014493227005,
        "S_over_Gamma": 0.7253137826919556,
        "Da": 10.135601997375488,
        "E_coh": 0.42521896958351135,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.34,
              40.43
            ],
            [
              -98.32,
              40.41
            ],
            [
              -98.32,
              40.39
            ],
            [
              -98.3,
              40.37
            ],
            [
              -98.3,
              40.36
            ],
            [
              -98.25,
              40.32
            ],
            [
              -98.25,
              40.29
            ],
            [
              -98.27,
              40.27
            ],
            [
              -98.27,
              40.26
            ],
            [
              -98.37,
              40.25
            ],
            [
              -98.39,
              40.23
            ],
            [
              -98.45,
              40.23
            ],
            [
              -98.5,
              40.29
            ],
            [
              -98.52,
              40.29
            ],
            [
              -98.56,
              40.27
            ],
            [
              -98.61,
              40.27
            ],
            [
              -98.65,
              40.31
            ],
            [
              -98.65,
              40.33
            ],
            [
              -98.62,
              40.37
            ],
            [
              -98.56,
              40.37
            ],
            [
              -98.55,
              40.38
            ],
            [
              -98.51,
              40.38
            ],
            [
              -98.5,
              40.39
            ],
            [
              -98.45,
              40.38
            ],
            [
              -98.34,
              40.43
            ]
          ]
        ]
      },
      "raw_probability": 0.113,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "ec1a3ac855a4975f6bf6b375a45b3f351160740545346ac11b81659bc0f4bdf1",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.113,
        "probability": 0.001895,
        "confidence_lo": 0.001782,
        "confidence_hi": 0.001895,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50d520ef0b92cf1514ee5025976f36ad13fc1a6a85b121ae66a1cbd767806551"
      },
      "receipt_sha256": "50d520ef0b92cf1514ee5025976f36ad13fc1a6a85b121ae66a1cbd767806551"
    },
    {
      "storm_id": "195236",
      "lat": 39.8657,
      "lon": -97.613,
      "motion_east": 6.1,
      "motion_south": 1.7,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2291.0,
      "ebshear": 19.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3963
        },
        {
          "name": "alignment",
          "value": 5.6229
        },
        {
          "name": "tau",
          "value": 0.6623
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.109
      },
      "coherence_score": 0.6623063683509827,
      "coherence_diagnostics": {
        "tau": 0.6623063683509827,
        "grad_tau": 0.35140353441238403,
        "torsion": 0.0,
        "alignment": 5.622910976409912,
        "S_field": 0.16430270671844482,
        "Gamma_field": 0.8048478364944458,
        "S_over_Gamma": 0.20414133369922638,
        "Da": 48.97385787963867,
        "E_coh": 0.2242923527956009,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.64,
              39.97
            ],
            [
              -97.6,
              39.95
            ],
            [
              -97.6,
              39.91
            ],
            [
              -97.59,
              39.9
            ],
            [
              -97.53,
              39.88
            ],
            [
              -97.5,
              39.85
            ],
            [
              -97.5,
              39.8
            ],
            [
              -97.52,
              39.78
            ],
            [
              -97.54,
              39.78
            ],
            [
              -97.57,
              39.76
            ],
            [
              -97.59,
              39.76
            ],
            [
              -97.63,
              39.74
            ],
            [
              -97.66,
              39.78
            ],
            [
              -97.66,
              39.81
            ],
            [
              -97.64,
              39.84
            ],
            [
              -97.64,
              39.86
            ],
            [
              -97.67,
              39.88
            ],
            [
              -97.68,
              39.9
            ],
            [
              -97.68,
              39.93
            ],
            [
              -97.69,
              39.94
            ],
            [
              -97.68,
              39.96
            ],
            [
              -97.65,
              39.96
            ],
            [
              -97.64,
              39.97
            ]
          ]
        ]
      },
      "raw_probability": 0.109,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "7e15b89be36de4665621906a79c11c7842522674959472ca30bfb2cd728779bd",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.109,
        "probability": 0.001888,
        "confidence_lo": 0.001782,
        "confidence_hi": 0.001888,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1b388a21fcbbee551d8a43818aae8597bbfcfb5733a8482b8f961aa6c5d5abc"
      },
      "receipt_sha256": "b1b388a21fcbbee551d8a43818aae8597bbfcfb5733a8482b8f961aa6c5d5abc"
    },
    {
      "storm_id": "195845",
      "lat": 30.5911,
      "lon": -107.6794,
      "motion_east": 4.6,
      "motion_south": 1.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 862.0,
      "ebshear": 39.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1463
        },
        {
          "name": "alignment",
          "value": 3.6982
        },
        {
          "name": "tau",
          "value": 0.7385
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1084
      },
      "coherence_score": 0.7385334968566895,
      "coherence_diagnostics": {
        "tau": 0.7385334968566895,
        "grad_tau": 0.0507618673145771,
        "torsion": 0.0,
        "alignment": 3.6981921195983887,
        "S_field": 0.6532378792762756,
        "Gamma_field": 1.044847846031189,
        "S_over_Gamma": 0.625199019908905,
        "Da": 63.44775390625,
        "E_coh": 0.8274580836296082,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.71,
              30.66
            ],
            [
              -107.63,
              30.66
            ],
            [
              -107.62,
              30.65
            ],
            [
              -107.6,
              30.65
            ],
            [
              -107.57,
              30.6
            ],
            [
              -107.58,
              30.58
            ],
            [
              -107.62,
              30.58
            ],
            [
              -107.65,
              30.53
            ],
            [
              -107.65,
              30.5
            ],
            [
              -107.69,
              30.48
            ],
            [
              -107.7,
              30.49
            ],
            [
              -107.74,
              30.5
            ],
            [
              -107.77,
              30.56
            ],
            [
              -107.77,
              30.61
            ],
            [
              -107.76,
              30.63
            ],
            [
              -107.74,
              30.65
            ],
            [
              -107.72,
              30.65
            ],
            [
              -107.71,
              30.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1084,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "75ac789da1a376db76c7007aba16cfe5109e86b639692ef44ea7ab48dbd0d142",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1084,
        "probability": 0.001887,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001888,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0abb254d915791ebd5995a3dacd435da7d3ed0996211d806ffb81383cccf6650"
      },
      "receipt_sha256": "0abb254d915791ebd5995a3dacd435da7d3ed0996211d806ffb81383cccf6650"
    },
    {
      "storm_id": "196298",
      "lat": 49.8364,
      "lon": -95.1691,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 947.0,
      "ebshear": 22.0,
      "srh01": 62.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7713
        },
        {
          "name": "alignment",
          "value": -1.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1069
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5677935481071472,
        "torsion": 0.0,
        "alignment": -1.4316177368164062,
        "S_field": 0.8117479681968689,
        "Gamma_field": 0.5600000023841858,
        "S_over_Gamma": 1.449549913406372,
        "Da": 35.23942565917969,
        "E_coh": 0.8162252306938171,
        "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": [
          [
            [
              -95.19,
              49.88
            ],
            [
              -95.15,
              49.88
            ],
            [
              -95.11,
              49.84
            ],
            [
              -95.11,
              49.81
            ],
            [
              -95.13,
              49.79
            ],
            [
              -95.18,
              49.79
            ],
            [
              -95.19,
              49.8
            ],
            [
              -95.19,
              49.82
            ],
            [
              -95.21,
              49.85
            ],
            [
              -95.21,
              49.86
            ],
            [
              -95.19,
              49.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1069,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "24d252653e3beddd31ef00b28f180449ba9edcde5a6e11c8442c08c57ad3b32e",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1069,
        "probability": 0.001887,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001888,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "55d0581149aed83f8ed5bace08ead2d3a0b52586edda95b651178cfa6e92f459"
      },
      "receipt_sha256": "55d0581149aed83f8ed5bace08ead2d3a0b52586edda95b651178cfa6e92f459"
    },
    {
      "storm_id": "196313",
      "lat": 42.9944,
      "lon": -73.8478,
      "motion_east": 0.8,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1159.0,
      "ebshear": 18.0,
      "srh01": 81.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3963
        },
        {
          "name": "alignment",
          "value": -2.181
        },
        {
          "name": "tau",
          "value": 0.8488
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1026
      },
      "coherence_score": 0.8487521409988403,
      "coherence_diagnostics": {
        "tau": 0.8487521409988403,
        "grad_tau": 0.029379775747656822,
        "torsion": 0.0,
        "alignment": -2.18095064163208,
        "S_field": 0.2120007574558258,
        "Gamma_field": 0.27401450276374817,
        "S_over_Gamma": 0.7736844420433044,
        "Da": 16.003190994262695,
        "E_coh": 0.5514429807662964,
        "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": [
          [
            [
              -73.86,
              43.03
            ],
            [
              -73.82,
              43.03
            ],
            [
              -73.81,
              43.02
            ],
            [
              -73.81,
              42.99
            ],
            [
              -73.84,
              42.95
            ],
            [
              -73.87,
              42.95
            ],
            [
              -73.88,
              42.96
            ],
            [
              -73.88,
              42.99
            ],
            [
              -73.86,
              43.03
            ]
          ]
        ]
      },
      "raw_probability": 0.1026,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "32d749b7603d25597755c45a0a71f7a09dda194a38671865729371ed3dc7f7a1",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1026,
        "probability": 0.001728,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001729,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12656ef63dd789dcf45a9d327e0ef572607c5cf0ad18b3c09706b75396b89ffe"
      },
      "receipt_sha256": "12656ef63dd789dcf45a9d327e0ef572607c5cf0ad18b3c09706b75396b89ffe"
    },
    {
      "storm_id": "195959",
      "lat": 36.7638,
      "lon": -92.6076,
      "motion_east": 4.4,
      "motion_south": 3.9,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1913.0,
      "ebshear": 25.0,
      "srh01": 13.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0213
        },
        {
          "name": "alignment",
          "value": -0.6904
        },
        {
          "name": "tau",
          "value": 0.6666
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1019
      },
      "coherence_score": 0.6665870547294617,
      "coherence_diagnostics": {
        "tau": 0.6665870547294617,
        "grad_tau": 0.03790827840566635,
        "torsion": 0.0,
        "alignment": -0.6904242634773254,
        "S_field": 0.4808667302131653,
        "Gamma_field": 0.7356811761856079,
        "S_over_Gamma": 0.6536346673965454,
        "Da": 44.45259475708008,
        "E_coh": 0.6132614016532898,
        "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": [
          [
            [
              -92.77,
              36.84
            ],
            [
              -92.74,
              36.84
            ],
            [
              -92.73,
              36.83
            ],
            [
              -92.7,
              36.83
            ],
            [
              -92.69,
              36.84
            ],
            [
              -92.64,
              36.84
            ],
            [
              -92.62,
              36.82
            ],
            [
              -92.61,
              36.82
            ],
            [
              -92.61,
              36.81
            ],
            [
              -92.58,
              36.78
            ],
            [
              -92.57,
              36.79
            ],
            [
              -92.54,
              36.79
            ],
            [
              -92.52,
              36.77
            ],
            [
              -92.49,
              36.77
            ],
            [
              -92.48,
              36.75
            ],
            [
              -92.46,
              36.77
            ],
            [
              -92.42,
              36.78
            ],
            [
              -92.43,
              36.74
            ],
            [
              -92.44,
              36.73
            ],
            [
              -92.44,
              36.7
            ],
            [
              -92.46,
              36.67
            ],
            [
              -92.48,
              36.68
            ],
            [
              -92.52,
              36.67
            ],
            [
              -92.52,
              36.68
            ],
            [
              -92.54,
              36.7
            ],
            [
              -92.57,
              36.7
            ],
            [
              -92.59,
              36.72
            ],
            [
              -92.63,
              36.74
            ],
            [
              -92.66,
              36.74
            ],
            [
              -92.67,
              36.73
            ],
            [
              -92.72,
              36.73
            ],
            [
              -92.73,
              36.74
            ],
            [
              -92.76,
              36.74
            ],
            [
              -92.78,
              36.75
            ],
            [
              -92.8,
              36.78
            ],
            [
              -92.8,
              36.81
            ],
            [
              -92.77,
              36.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1019,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "331d76d313c6b04bc28c043dd6e9496c63e90493c4361449a1d6fc067e379cd0",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1019,
        "probability": 0.001567,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "004888064df4161c18eda6d9ba59495d220401d5aa79e74df6c8e04ac9ae0614"
      },
      "receipt_sha256": "004888064df4161c18eda6d9ba59495d220401d5aa79e74df6c8e04ac9ae0614"
    },
    {
      "storm_id": "196227",
      "lat": 36.5786,
      "lon": -92.7921,
      "motion_east": 4.4,
      "motion_south": 3.7,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2209.0,
      "ebshear": 23.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0213
        },
        {
          "name": "alignment",
          "value": -0.6904
        },
        {
          "name": "tau",
          "value": 0.6666
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1019
      },
      "coherence_score": 0.6665870547294617,
      "coherence_diagnostics": {
        "tau": 0.6665870547294617,
        "grad_tau": 0.03790827840566635,
        "torsion": 0.0,
        "alignment": -0.6904242634773254,
        "S_field": 0.4808667302131653,
        "Gamma_field": 0.7356811761856079,
        "S_over_Gamma": 0.6536346673965454,
        "Da": 44.45259475708008,
        "E_coh": 0.6132614016532898,
        "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": [
          [
            [
              -92.81,
              36.61
            ],
            [
              -92.79,
              36.6
            ],
            [
              -92.76,
              36.6
            ],
            [
              -92.75,
              36.59
            ],
            [
              -92.75,
              36.58
            ],
            [
              -92.76,
              36.58
            ],
            [
              -92.78,
              36.56
            ],
            [
              -92.77,
              36.54
            ],
            [
              -92.79,
              36.52
            ],
            [
              -92.83,
              36.53
            ],
            [
              -92.83,
              36.58
            ],
            [
              -92.84,
              36.6
            ],
            [
              -92.82,
              36.6
            ],
            [
              -92.81,
              36.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1019,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "331d76d313c6b04bc28c043dd6e9496c63e90493c4361449a1d6fc067e379cd0",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1019,
        "probability": 0.001567,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "004888064df4161c18eda6d9ba59495d220401d5aa79e74df6c8e04ac9ae0614"
      },
      "receipt_sha256": "004888064df4161c18eda6d9ba59495d220401d5aa79e74df6c8e04ac9ae0614"
    },
    {
      "storm_id": "196228",
      "lat": 30.164,
      "lon": -107.5853,
      "motion_east": 4.6,
      "motion_south": 1.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 857.0,
      "ebshear": 28.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.72,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1463
        },
        {
          "name": "alignment",
          "value": 3.6982
        },
        {
          "name": "tau",
          "value": 0.7385
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1012
      },
      "coherence_score": 0.7385334968566895,
      "coherence_diagnostics": {
        "tau": 0.7385334968566895,
        "grad_tau": 0.0507618673145771,
        "torsion": 0.0,
        "alignment": 3.6981921195983887,
        "S_field": 0.6532378792762756,
        "Gamma_field": 1.044847846031189,
        "S_over_Gamma": 0.625199019908905,
        "Da": 63.44775390625,
        "E_coh": 0.8274580836296082,
        "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": [
          [
            [
              -107.61,
              30.22
            ],
            [
              -107.54,
              30.22
            ],
            [
              -107.51,
              30.2
            ],
            [
              -107.51,
              30.18
            ],
            [
              -107.5,
              30.17
            ],
            [
              -107.5,
              30.12
            ],
            [
              -107.51,
              30.1
            ],
            [
              -107.6,
              30.1
            ],
            [
              -107.61,
              30.11
            ],
            [
              -107.65,
              30.11
            ],
            [
              -107.67,
              30.12
            ],
            [
              -107.68,
              30.18
            ],
            [
              -107.66,
              30.2
            ],
            [
              -107.62,
              30.21
            ],
            [
              -107.61,
              30.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1012,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "80e061298eaf441e179cf0d167d52eef4ae500d8d4d6daa5520dc62e80773df4",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.1012,
        "probability": 0.001567,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001567,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22bf1f4761dfee2502d82e806a3c0bd40bfd9cabd9141523fa0a99831af3cd5a"
      },
      "receipt_sha256": "22bf1f4761dfee2502d82e806a3c0bd40bfd9cabd9141523fa0a99831af3cd5a"
    },
    {
      "storm_id": "196127",
      "lat": 26.9262,
      "lon": -84.5885,
      "motion_east": 3.5,
      "motion_south": 2.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2493.0,
      "ebshear": 15.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5213
        },
        {
          "name": "alignment",
          "value": -2.7984
        },
        {
          "name": "tau",
          "value": 1.7933
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0994
      },
      "coherence_score": 1.7933082580566406,
      "coherence_diagnostics": {
        "tau": 1.7933082580566406,
        "grad_tau": 0.6821838021278381,
        "torsion": -5.613400855253303e-09,
        "alignment": -2.7983977794647217,
        "S_field": 0.7988917827606201,
        "Gamma_field": 0.2006811499595642,
        "S_over_Gamma": 3.980901002883911,
        "Da": 12.245715141296387,
        "E_coh": 0.894110918045044,
        "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": [
          [
            [
              -84.58,
              27.02
            ],
            [
              -84.55,
              27.02
            ],
            [
              -84.54,
              27.01
            ],
            [
              -84.54,
              26.94
            ],
            [
              -84.58,
              26.87
            ],
            [
              -84.57,
              26.86
            ],
            [
              -84.58,
              26.85
            ],
            [
              -84.57,
              26.84
            ],
            [
              -84.59,
              26.84
            ],
            [
              -84.66,
              26.89
            ],
            [
              -84.66,
              26.94
            ],
            [
              -84.65,
              26.94
            ],
            [
              -84.58,
              27.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0994,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "a721b37d95a3133e4fe5a64f408ae330caae420f028848f9a5742553ecb1e7cc",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0994,
        "probability": 0.001462,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001462,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef7b30221e24721e5856b32a694c285f193912899b0cb217fc5983cba98b0622"
      },
      "receipt_sha256": "ef7b30221e24721e5856b32a694c285f193912899b0cb217fc5983cba98b0622"
    },
    {
      "storm_id": "196193",
      "lat": 42.4965,
      "lon": -73.7173,
      "motion_east": 1.2,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1037.0,
      "ebshear": 18.0,
      "srh01": 126.0,
      "maxllaz": 0.007,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 126.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3963
        },
        {
          "name": "alignment",
          "value": -2.181
        },
        {
          "name": "tau",
          "value": 0.8488
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0976
      },
      "coherence_score": 0.8487521409988403,
      "coherence_diagnostics": {
        "tau": 0.8487521409988403,
        "grad_tau": 0.029379775747656822,
        "torsion": 0.0,
        "alignment": -2.18095064163208,
        "S_field": 0.2120007574558258,
        "Gamma_field": 0.27401450276374817,
        "S_over_Gamma": 0.7736844420433044,
        "Da": 16.003190994262695,
        "E_coh": 0.5514429807662964,
        "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": [
          [
            [
              -73.68,
              42.87
            ],
            [
              -73.65,
              42.87
            ],
            [
              -73.61,
              42.83
            ],
            [
              -73.6,
              42.81
            ],
            [
              -73.6,
              42.78
            ],
            [
              -73.52,
              42.7
            ],
            [
              -73.5,
              42.66
            ],
            [
              -73.5,
              42.62
            ],
            [
              -73.51,
              42.6
            ],
            [
              -73.53,
              42.58
            ],
            [
              -73.56,
              42.57
            ],
            [
              -73.59,
              42.54
            ],
            [
              -73.57,
              42.52
            ],
            [
              -73.55,
              42.48
            ],
            [
              -73.55,
              42.45
            ],
            [
              -73.59,
              42.37
            ],
            [
              -73.62,
              42.34
            ],
            [
              -73.68,
              42.34
            ],
            [
              -73.81,
              42.2
            ],
            [
              -73.86,
              42.1
            ],
            [
              -73.89,
              42.07
            ],
            [
              -73.93,
              42.07
            ],
            [
              -73.95,
              42.09
            ],
            [
              -73.95,
              42.11
            ],
            [
              -73.96,
              42.12
            ],
            [
              -73.95,
              42.14
            ],
            [
              -73.95,
              42.18
            ],
            [
              -73.93,
              42.2
            ],
            [
              -73.89,
              42.28
            ],
            [
              -73.85,
              42.32
            ],
            [
              -73.83,
              42.37
            ],
            [
              -73.79,
              42.41
            ],
            [
              -73.77,
              42.42
            ],
            [
              -73.74,
              42.42
            ],
            [
              -73.72,
              42.44
            ],
            [
              -73.72,
              42.46
            ],
            [
              -73.77,
              42.5
            ],
            [
              -73.77,
              42.56
            ],
            [
              -73.73,
              42.61
            ],
            [
              -73.73,
              42.64
            ],
            [
              -73.72,
              42.65
            ],
            [
              -73.71,
              42.71
            ],
            [
              -73.69,
              42.73
            ],
            [
              -73.68,
              42.77
            ],
            [
              -73.67,
              42.78
            ],
            [
              -73.69,
              42.82
            ],
            [
              -73.69,
              42.86
            ],
            [
              -73.68,
              42.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0976,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "bf518d653f6a6f00406134df81f19fe2f587af9831b4e3390c23c19eb3c55ca5",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0976,
        "probability": 0.001415,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001415,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8eb991457da713739f95294e50b77c6458855f098d948c3e3e766b1e3c89880d"
      },
      "receipt_sha256": "8eb991457da713739f95294e50b77c6458855f098d948c3e3e766b1e3c89880d"
    },
    {
      "storm_id": "196352",
      "lat": 39.5689,
      "lon": -97.4854,
      "motion_east": 5.8,
      "motion_south": 2.3,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2273.0,
      "ebshear": 20.0,
      "srh01": 58.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3963
        },
        {
          "name": "alignment",
          "value": 5.6229
        },
        {
          "name": "tau",
          "value": 0.6623
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0973
      },
      "coherence_score": 0.6623063683509827,
      "coherence_diagnostics": {
        "tau": 0.6623063683509827,
        "grad_tau": 0.35140353441238403,
        "torsion": 0.0,
        "alignment": 5.622910976409912,
        "S_field": 0.16430270671844482,
        "Gamma_field": 0.8048478364944458,
        "S_over_Gamma": 0.20414133369922638,
        "Da": 48.97385787963867,
        "E_coh": 0.2242923527956009,
        "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": [
          [
            [
              -97.66,
              39.7
            ],
            [
              -97.62,
              39.7
            ],
            [
              -97.57,
              39.63
            ],
            [
              -97.53,
              39.65
            ],
            [
              -97.5,
              39.65
            ],
            [
              -97.46,
              39.62
            ],
            [
              -97.4,
              39.59
            ],
            [
              -97.37,
              39.59
            ],
            [
              -97.36,
              39.58
            ],
            [
              -97.37,
              39.57
            ],
            [
              -97.34,
              39.53
            ],
            [
              -97.34,
              39.52
            ],
            [
              -97.3,
              39.5
            ],
            [
              -97.28,
              39.48
            ],
            [
              -97.27,
              39.46
            ],
            [
              -97.27,
              39.43
            ],
            [
              -97.33,
              39.43
            ],
            [
              -97.35,
              39.47
            ],
            [
              -97.35,
              39.49
            ],
            [
              -97.39,
              39.53
            ],
            [
              -97.41,
              39.53
            ],
            [
              -97.42,
              39.54
            ],
            [
              -97.46,
              39.54
            ],
            [
              -97.47,
              39.55
            ],
            [
              -97.5,
              39.55
            ],
            [
              -97.51,
              39.56
            ],
            [
              -97.57,
              39.53
            ],
            [
              -97.6,
              39.53
            ],
            [
              -97.62,
              39.56
            ],
            [
              -97.62,
              39.58
            ],
            [
              -97.64,
              39.6
            ],
            [
              -97.68,
              39.6
            ],
            [
              -97.69,
              39.61
            ],
            [
              -97.69,
              39.63
            ],
            [
              -97.68,
              39.64
            ],
            [
              -97.68,
              39.68
            ],
            [
              -97.66,
              39.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0973,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "80fa817cc6042e0b38cd2d8b1f684c48e3b236e22c0091bfed374b24313425f1",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0973,
        "probability": 0.001415,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001415,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07b507b2ee242d2269171a3dd1cc1f6ba9b713b6cb529ec757c1e002a3fdaa4d"
      },
      "receipt_sha256": "07b507b2ee242d2269171a3dd1cc1f6ba9b713b6cb529ec757c1e002a3fdaa4d"
    },
    {
      "storm_id": "196095",
      "lat": 27.2394,
      "lon": -83.7481,
      "motion_east": 2.3,
      "motion_south": -7.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2121.0,
      "ebshear": 11.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8963
        },
        {
          "name": "alignment",
          "value": -1.5941
        },
        {
          "name": "tau",
          "value": 2.5132
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0971
      },
      "coherence_score": 2.5131771564483643,
      "coherence_diagnostics": {
        "tau": 2.5131771564483643,
        "grad_tau": 0.549630343914032,
        "torsion": 0.0,
        "alignment": -1.5941219329833984,
        "S_field": 0.7251814603805542,
        "Gamma_field": 0.19901448488235474,
        "S_over_Gamma": 3.643862724304199,
        "Da": 12.311666488647461,
        "E_coh": 0.9174213409423828,
        "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": [
          [
            [
              -83.78,
              27.3
            ],
            [
              -83.69,
              27.3
            ],
            [
              -83.68,
              27.29
            ],
            [
              -83.66,
              27.29
            ],
            [
              -83.66,
              27.25
            ],
            [
              -83.64,
              27.24
            ],
            [
              -83.62,
              27.22
            ],
            [
              -83.62,
              27.21
            ],
            [
              -83.8,
              27.2
            ],
            [
              -83.83,
              27.17
            ],
            [
              -83.83,
              27.15
            ],
            [
              -83.87,
              27.19
            ],
            [
              -83.87,
              27.2
            ],
            [
              -83.82,
              27.24
            ],
            [
              -83.82,
              27.28
            ],
            [
              -83.78,
              27.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0971,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "0d4febb735edc693639877b2663ea4a166ba8d9e8c5805b18d5a577f30a7f796",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0971,
        "probability": 0.001415,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001415,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4fd0952a268dec6b403d575278e4b9af8f4f0c8c02c138c10832f3965750285"
      },
      "receipt_sha256": "b4fd0952a268dec6b403d575278e4b9af8f4f0c8c02c138c10832f3965750285"
    },
    {
      "storm_id": "196343",
      "lat": 46.8233,
      "lon": -78.46,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 56.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.7713
        },
        {
          "name": "alignment",
          "value": 4.6659
        },
        {
          "name": "tau",
          "value": 0.3963
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0967
      },
      "coherence_score": 0.3963024616241455,
      "coherence_diagnostics": {
        "tau": 0.3963024616241455,
        "grad_tau": 0.09854947775602341,
        "torsion": 0.0,
        "alignment": 4.6659135818481445,
        "S_field": 0.031485654413700104,
        "Gamma_field": 0.20234781503677368,
        "S_over_Gamma": 0.1556016504764557,
        "Da": 11.588971138000488,
        "E_coh": 0.24205593764781952,
        "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": [
          [
            [
              -78.48,
              46.86
            ],
            [
              -78.41,
              46.86
            ],
            [
              -78.41,
              46.78
            ],
            [
              -78.5,
              46.78
            ],
            [
              -78.48,
              46.8
            ],
            [
              -78.48,
              46.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0967,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0967,
        "probability": 0.001415,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.001415,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91b7cb122e581c0723e63c65e77262482c3dc31c253dfc49cedd279c86ac67be"
      },
      "receipt_sha256": "91b7cb122e581c0723e63c65e77262482c3dc31c253dfc49cedd279c86ac67be"
    },
    {
      "storm_id": "196229",
      "lat": 28.1113,
      "lon": -84.7322,
      "motion_east": 2.6,
      "motion_south": 1.8,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3264.0,
      "ebshear": 23.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3963
        },
        {
          "name": "alignment",
          "value": -1.7713
        },
        {
          "name": "tau",
          "value": 2.6925
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0937
      },
      "coherence_score": 2.6925008296966553,
      "coherence_diagnostics": {
        "tau": 2.6925008296966553,
        "grad_tau": 0.4310681223869324,
        "torsion": 0.0,
        "alignment": -1.7713069915771484,
        "S_field": 0.6265062093734741,
        "Gamma_field": 0.23568114638328552,
        "S_over_Gamma": 2.6582789421081543,
        "Da": 14.75202751159668,
        "E_coh": 0.8827198147773743,
        "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": [
          [
            [
              -84.77,
              28.19
            ],
            [
              -84.69,
              28.19
            ],
            [
              -84.7,
              28.17
            ],
            [
              -84.67,
              28.15
            ],
            [
              -84.64,
              28.16
            ],
            [
              -84.64,
              28.14
            ],
            [
              -84.63,
              28.13
            ],
            [
              -84.64,
              28.12
            ],
            [
              -84.66,
              28.13
            ],
            [
              -84.67,
              28.12
            ],
            [
              -84.67,
              28.07
            ],
            [
              -84.69,
              28.05
            ],
            [
              -84.71,
              28.05
            ],
            [
              -84.76,
              28.01
            ],
            [
              -84.81,
              28.01
            ],
            [
              -84.82,
              28.05
            ],
            [
              -84.83,
              28.06
            ],
            [
              -84.83,
              28.08
            ],
            [
              -84.82,
              28.09
            ],
            [
              -84.82,
              28.11
            ],
            [
              -84.8,
              28.13
            ],
            [
              -84.8,
              28.16
            ],
            [
              -84.77,
              28.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0937,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "f416e99454626c789689582abecbffae270a783f28cdd21c23784133f0892fe4",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0937,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bd946743d3ebdf7d6eef69767144924c626f76c5ba01d627672239d9ed8921a"
      },
      "receipt_sha256": "4bd946743d3ebdf7d6eef69767144924c626f76c5ba01d627672239d9ed8921a"
    },
    {
      "storm_id": "196286",
      "lat": 39.78,
      "lon": -97.29,
      "motion_east": 5.7,
      "motion_south": 2.2,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2372.0,
      "ebshear": 20.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3963
        },
        {
          "name": "alignment",
          "value": 5.6229
        },
        {
          "name": "tau",
          "value": 0.6623
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.092
      },
      "coherence_score": 0.6623063683509827,
      "coherence_diagnostics": {
        "tau": 0.6623063683509827,
        "grad_tau": 0.35140353441238403,
        "torsion": 0.0,
        "alignment": 5.622910976409912,
        "S_field": 0.16430270671844482,
        "Gamma_field": 0.8048478364944458,
        "S_over_Gamma": 0.20414133369922638,
        "Da": 48.97385787963867,
        "E_coh": 0.2242923527956009,
        "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": [
          [
            [
              -97.31,
              39.81
            ],
            [
              -97.26,
              39.81
            ],
            [
              -97.26,
              39.77
            ],
            [
              -97.28,
              39.74
            ],
            [
              -97.31,
              39.75
            ],
            [
              -97.3,
              39.77
            ],
            [
              -97.31,
              39.81
            ]
          ]
        ]
      },
      "raw_probability": 0.092,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "5a63b8e228066245915f609025afc1a63a0fb2f8ad922dfc982d5676997f50a5",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.092,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5596f5d9a4b01932a85e2b9f406ba00dda4331ce487b0313770ade6fac067d11"
      },
      "receipt_sha256": "5596f5d9a4b01932a85e2b9f406ba00dda4331ce487b0313770ade6fac067d11"
    },
    {
      "storm_id": "196157",
      "lat": 31.2445,
      "lon": -106.91,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 593.0,
      "ebshear": 41.0,
      "srh01": 70.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0213
        },
        {
          "name": "alignment",
          "value": -1.1995
        },
        {
          "name": "tau",
          "value": 0.7194
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 0.7194259762763977,
      "coherence_diagnostics": {
        "tau": 0.7194259762763977,
        "grad_tau": 0.08931013941764832,
        "torsion": 0.0,
        "alignment": -1.1995067596435547,
        "S_field": 0.6929994821548462,
        "Gamma_field": 0.8181811571121216,
        "S_over_Gamma": 0.8470000624656677,
        "Da": 49.00369644165039,
        "E_coh": 0.9429559111595154,
        "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": [
          [
            [
              -106.9,
              31.29
            ],
            [
              -106.88,
              31.29
            ],
            [
              -106.86,
              31.27
            ],
            [
              -106.86,
              31.21
            ],
            [
              -106.88,
              31.19
            ],
            [
              -106.93,
              31.19
            ],
            [
              -106.96,
              31.21
            ],
            [
              -106.96,
              31.23
            ],
            [
              -106.94,
              31.25
            ],
            [
              -106.94,
              31.27
            ],
            [
              -106.9,
              31.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0895,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95cd08250c76eb4b551a1afdc6eb664242f05f3e8a9257d998f9f04eca7bad9c"
      },
      "receipt_sha256": "95cd08250c76eb4b551a1afdc6eb664242f05f3e8a9257d998f9f04eca7bad9c"
    },
    {
      "storm_id": "196211",
      "lat": 41.7692,
      "lon": -74.2008,
      "motion_east": 1.4,
      "motion_south": -4.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 423.0,
      "ebshear": 20.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1463
        },
        {
          "name": "alignment",
          "value": -7.067
        },
        {
          "name": "tau",
          "value": 0.8293
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0892
      },
      "coherence_score": 0.8293336033821106,
      "coherence_diagnostics": {
        "tau": 0.8293336033821106,
        "grad_tau": 0.061475370079278946,
        "torsion": 0.0,
        "alignment": -7.066956043243408,
        "S_field": 0.2448095977306366,
        "Gamma_field": 0.23568116128444672,
        "S_over_Gamma": 1.0387321710586548,
        "Da": 13.702692985534668,
        "E_coh": 0.5657228827476501,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.14,
              41.84
            ],
            [
              -74.12,
              41.83
            ],
            [
              -74.12,
              41.78
            ],
            [
              -74.13,
              41.78
            ],
            [
              -74.18,
              41.74
            ],
            [
              -74.22,
              41.74
            ],
            [
              -74.26,
              41.7
            ],
            [
              -74.3,
              41.7
            ],
            [
              -74.3,
              41.74
            ],
            [
              -74.28,
              41.74
            ],
            [
              -74.22,
              41.8
            ],
            [
              -74.14,
              41.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0892,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "2a17e16929b0e7015a4ea8c4526a52072fca94f31539ff78c3ae7c5716656946",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0892,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9162c43c0a3031304630a89b66725d2bb8ae5d6a41d54b2cd151e1b497e4e4f7"
      },
      "receipt_sha256": "9162c43c0a3031304630a89b66725d2bb8ae5d6a41d54b2cd151e1b497e4e4f7"
    },
    {
      "storm_id": "195809",
      "lat": 40.26,
      "lon": -99.07,
      "motion_east": 4.0,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1448.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.006,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1463
        },
        {
          "name": "alignment",
          "value": 4.929
        },
        {
          "name": "tau",
          "value": 0.3516
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0888
      },
      "coherence_score": 0.35162267088890076,
      "coherence_diagnostics": {
        "tau": 0.35162267088890076,
        "grad_tau": 0.06350909173488617,
        "torsion": 0.0,
        "alignment": 4.929039478302002,
        "S_field": 0.2845000922679901,
        "Gamma_field": 0.9456812143325806,
        "S_over_Gamma": 0.30084142088890076,
        "Da": 59.944114685058594,
        "E_coh": 0.4455384910106659,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.18,
              40.4
            ],
            [
              -99.13,
              40.4
            ],
            [
              -99.05,
              40.36
            ],
            [
              -98.97,
              40.27
            ],
            [
              -98.96,
              40.25
            ],
            [
              -98.96,
              40.21
            ],
            [
              -98.99,
              40.17
            ],
            [
              -98.99,
              40.11
            ],
            [
              -99.0,
              40.1
            ],
            [
              -99.02,
              40.11
            ],
            [
              -99.03,
              40.18
            ],
            [
              -99.05,
              40.2
            ],
            [
              -99.05,
              40.21
            ],
            [
              -99.09,
              40.25
            ],
            [
              -99.1,
              40.25
            ],
            [
              -99.13,
              40.28
            ],
            [
              -99.14,
              40.31
            ],
            [
              -99.19,
              40.35
            ],
            [
              -99.19,
              40.39
            ],
            [
              -99.18,
              40.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0888,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "31e4b33a5c787f8a7c4db510cda0c4a5a31aec47e5a6bd80cf76b7feb6095848",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0888,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c91eedb7708dbd190328c4147c1cdd0afcdfad47541751c384aeb19ecb14b93"
      },
      "receipt_sha256": "3c91eedb7708dbd190328c4147c1cdd0afcdfad47541751c384aeb19ecb14b93"
    },
    {
      "storm_id": "196249",
      "lat": 26.9588,
      "lon": -84.2781,
      "motion_east": 3.3,
      "motion_south": 2.1,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2486.0,
      "ebshear": 11.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8963
        },
        {
          "name": "alignment",
          "value": -2.4889
        },
        {
          "name": "tau",
          "value": 1.902
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0876
      },
      "coherence_score": 1.9020075798034668,
      "coherence_diagnostics": {
        "tau": 1.9020075798034668,
        "grad_tau": 0.7722024917602539,
        "torsion": 0.0,
        "alignment": -2.4889020919799805,
        "S_field": 0.6826415061950684,
        "Gamma_field": 0.21151448786258698,
        "S_over_Gamma": 3.22739839553833,
        "Da": 12.993202209472656,
        "E_coh": 0.8825900554656982,
        "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": [
          [
            [
              -84.35,
              27.08
            ],
            [
              -84.26,
              27.08
            ],
            [
              -84.25,
              27.07
            ],
            [
              -84.21,
              27.06
            ],
            [
              -84.17,
              27.02
            ],
            [
              -84.17,
              26.96
            ],
            [
              -84.2,
              26.96
            ],
            [
              -84.23,
              26.93
            ],
            [
              -84.25,
              26.93
            ],
            [
              -84.26,
              26.92
            ],
            [
              -84.25,
              26.9
            ],
            [
              -84.23,
              26.9
            ],
            [
              -84.21,
              26.88
            ],
            [
              -84.22,
              26.82
            ],
            [
              -84.24,
              26.83
            ],
            [
              -84.27,
              26.83
            ],
            [
              -84.3,
              26.86
            ],
            [
              -84.3,
              26.89
            ],
            [
              -84.35,
              26.93
            ],
            [
              -84.35,
              26.95
            ],
            [
              -84.36,
              26.96
            ],
            [
              -84.36,
              27.0
            ],
            [
              -84.37,
              27.01
            ],
            [
              -84.37,
              27.03
            ],
            [
              -84.35,
              27.05
            ],
            [
              -84.35,
              27.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0876,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "71b59b001093f42c169a87e3e2e49f01aeadaf08cd4e0c18d88c10b0f0f2d4c7",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0876,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04063602b43254a3d61d1188b9d99ae6442700b6cf4709ce1a196490e35a74a9"
      },
      "receipt_sha256": "04063602b43254a3d61d1188b9d99ae6442700b6cf4709ce1a196490e35a74a9"
    },
    {
      "storm_id": "196196",
      "lat": 40.6418,
      "lon": -111.1173,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 197.0,
      "ebshear": 18.0,
      "srh01": 161.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.7713
        },
        {
          "name": "alignment",
          "value": -2.7367
        },
        {
          "name": "tau",
          "value": 0.4232
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0868
      },
      "coherence_score": 0.4231533706188202,
      "coherence_diagnostics": {
        "tau": 0.4231533706188202,
        "grad_tau": 0.016283387318253517,
        "torsion": 0.0,
        "alignment": -2.7367284297943115,
        "S_field": 0.17484581470489502,
        "Gamma_field": 0.4140144884586334,
        "S_over_Gamma": 0.42231810092926025,
        "Da": 25.54349708557129,
        "E_coh": 0.3927488923072815,
        "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": [
          [
            [
              -111.11,
              40.69
            ],
            [
              -111.08,
              40.69
            ],
            [
              -111.08,
              40.63
            ],
            [
              -111.09,
              40.62
            ],
            [
              -111.11,
              40.62
            ],
            [
              -111.12,
              40.61
            ],
            [
              -111.13,
              40.62
            ],
            [
              -111.14,
              40.61
            ],
            [
              -111.16,
              40.63
            ],
            [
              -111.16,
              40.65
            ],
            [
              -111.11,
              40.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0868,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "34de7923328bbd9ad9a0da74d400379dce02e40fd327bc97a47ed7626ef54392",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0868,
        "probability": 0.00139,
        "confidence_lo": 0.00133,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00490ab1ab700d9f45a792de77ce16195ed7f37f3c3b13fc417dbdfedf76f532"
      },
      "receipt_sha256": "00490ab1ab700d9f45a792de77ce16195ed7f37f3c3b13fc417dbdfedf76f532"
    },
    {
      "storm_id": "196159",
      "lat": 29.9156,
      "lon": -107.6044,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 684.0,
      "ebshear": 25.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0213
        },
        {
          "name": "alignment",
          "value": 0.3607
        },
        {
          "name": "tau",
          "value": 0.7923
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0852
      },
      "coherence_score": 0.7923203110694885,
      "coherence_diagnostics": {
        "tau": 0.7923203110694885,
        "grad_tau": 0.022283639758825302,
        "torsion": 0.0,
        "alignment": 0.3607085943222046,
        "S_field": 0.7959299087524414,
        "Gamma_field": 0.8290145397186279,
        "S_over_Gamma": 0.9600915908813477,
        "Da": 51.0382080078125,
        "E_coh": 0.9397650957107544,
        "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": [
          [
            [
              -107.62,
              29.96
            ],
            [
              -107.6,
              29.96
            ],
            [
              -107.57,
              29.94
            ],
            [
              -107.56,
              29.88
            ],
            [
              -107.58,
              29.86
            ],
            [
              -107.61,
              29.86
            ],
            [
              -107.64,
              29.89
            ],
            [
              -107.64,
              29.93
            ],
            [
              -107.62,
              29.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0852,
      "confidence_lo": 0.0008,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "de224fcc3150a1b65b884df2ec65e3847789037d892aa8a58f2ccbbbc0c85b52",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0852,
        "probability": 0.001389,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "998d877d3fe678a0588575087f373a48618165758f331853456237f905007bdb"
      },
      "receipt_sha256": "998d877d3fe678a0588575087f373a48618165758f331853456237f905007bdb"
    },
    {
      "storm_id": "196357",
      "lat": 26.8264,
      "lon": -84.4445,
      "motion_east": 3.4,
      "motion_south": 2.4,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2458.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8963
        },
        {
          "name": "alignment",
          "value": -2.4889
        },
        {
          "name": "tau",
          "value": 1.902
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0851
      },
      "coherence_score": 1.9020075798034668,
      "coherence_diagnostics": {
        "tau": 1.9020075798034668,
        "grad_tau": 0.7722024917602539,
        "torsion": 0.0,
        "alignment": -2.4889020919799805,
        "S_field": 0.6826415061950684,
        "Gamma_field": 0.21151448786258698,
        "S_over_Gamma": 3.22739839553833,
        "Da": 12.993202209472656,
        "E_coh": 0.8825900554656982,
        "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": [
          [
            [
              -84.46,
              26.87
            ],
            [
              -84.42,
              26.87
            ],
            [
              -84.41,
              26.86
            ],
            [
              -84.41,
              26.8
            ],
            [
              -84.42,
              26.79
            ],
            [
              -84.43,
              26.8
            ],
            [
              -84.45,
              26.79
            ],
            [
              -84.47,
              26.79
            ],
            [
              -84.48,
              26.8
            ],
            [
              -84.48,
              26.85
            ],
            [
              -84.46,
              26.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0851,
      "confidence_lo": 0.0008,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0851,
        "probability": 0.001389,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65e7b684098d1073e0a1817b36028922536a18c6826feda7d706cd56112f7340"
      },
      "receipt_sha256": "65e7b684098d1073e0a1817b36028922536a18c6826feda7d706cd56112f7340"
    },
    {
      "storm_id": "196289",
      "lat": 38.8155,
      "lon": -96.78,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1479.0,
      "ebshear": 20.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1463
        },
        {
          "name": "alignment",
          "value": 4.0554
        },
        {
          "name": "tau",
          "value": 1.0327
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.085
      },
      "coherence_score": 1.0327123403549194,
      "coherence_diagnostics": {
        "tau": 1.0327123403549194,
        "grad_tau": 0.319776713848114,
        "torsion": 0.0,
        "alignment": 4.055366516113281,
        "S_field": 0.4955922067165375,
        "Gamma_field": 0.5523478388786316,
        "S_over_Gamma": 0.8972465991973877,
        "Da": 34.71826934814453,
        "E_coh": 0.8275484442710876,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.83,
              38.88
            ],
            [
              -96.77,
              38.86
            ],
            [
              -96.74,
              38.83
            ],
            [
              -96.73,
              38.81
            ],
            [
              -96.73,
              38.78
            ],
            [
              -96.74,
              38.76
            ],
            [
              -96.79,
              38.76
            ],
            [
              -96.8,
              38.77
            ],
            [
              -96.81,
              38.79
            ],
            [
              -96.81,
              38.85
            ],
            [
              -96.83,
              38.88
            ]
          ]
        ]
      },
      "raw_probability": 0.085,
      "confidence_lo": 0.0008,
      "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": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "c5780bc7ac4205247d00f37e06db32e8da30464ade522c3272dc1e597d5b6747",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.085,
        "probability": 0.001389,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.00139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c69a43869d8cdfbdf3f4824e74c87bdef571d5a82198b3834602db6e870d32f"
      },
      "receipt_sha256": "5c69a43869d8cdfbdf3f4824e74c87bdef571d5a82198b3834602db6e870d32f"
    },
    {
      "storm_id": "196237",
      "lat": 40.1546,
      "lon": -97.9277,
      "motion_east": 4.2,
      "motion_south": 0.9,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1957.0,
      "ebshear": 21.0,
      "srh01": 58.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7713
        },
        {
          "name": "alignment",
          "value": 5.2394
        },
        {
          "name": "tau",
          "value": 0.4733
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0843
      },
      "coherence_score": 0.47329801321029663,
      "coherence_diagnostics": {
        "tau": 0.47329801321029663,
        "grad_tau": 0.16787393391132355,
        "torsion": 0.0,
        "alignment": 5.239415168762207,
        "S_field": 0.11533540487289429,
        "Gamma_field": 0.159014493227005,
        "S_over_Gamma": 0.7253137826919556,
        "Da": 10.135601997375488,
        "E_coh": 0.42521896958351135,
        "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": [
          [
            [
              -97.97,
              40.21
            ],
            [
              -97.93,
              40.2
            ],
            [
              -97.87,
              40.17
            ],
            [
              -97.86,
              40.16
            ],
            [
              -97.86,
              40.12
            ],
            [
              -97.87,
              40.11
            ],
            [
              -97.91,
              40.11
            ],
            [
              -97.92,
              40.12
            ],
            [
              -97.94,
              40.12
            ],
            [
              -97.98,
              40.14
            ],
            [
              -97.99,
              40.15
            ],
            [
              -97.99,
              40.19
            ],
            [
              -97.97,
              40.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0843,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "05534e22c62452c6489d61c87230825229d767b633aaa7fedd46fe79804e8dbf",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0843,
        "probability": 0.00116,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.00116,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31430bd92e264af976d19721c5eb03595807bb8a93e62f4e0aec09a264cdb71e"
      },
      "receipt_sha256": "31430bd92e264af976d19721c5eb03595807bb8a93e62f4e0aec09a264cdb71e"
    },
    {
      "storm_id": "196287",
      "lat": 39.7638,
      "lon": -98.4369,
      "motion_east": 4.2,
      "motion_south": 0.9,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1834.0,
      "ebshear": 23.0,
      "srh01": 134.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7713
        },
        {
          "name": "alignment",
          "value": 0.9548
        },
        {
          "name": "tau",
          "value": 0.4291
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 0.4290599822998047,
      "coherence_diagnostics": {
        "tau": 0.4290599822998047,
        "grad_tau": 0.1805412322282791,
        "torsion": 0.0,
        "alignment": 0.9547524452209473,
        "S_field": 0.1291978359222412,
        "Gamma_field": 0.9506811499595642,
        "S_over_Gamma": 0.13590028882026672,
        "Da": 59.85918426513672,
        "E_coh": 0.035495415329933167,
        "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": [
          [
            [
              -98.41,
              39.81
            ],
            [
              -98.39,
              39.79
            ],
            [
              -98.38,
              39.76
            ],
            [
              -98.4,
              39.72
            ],
            [
              -98.44,
              39.7
            ],
            [
              -98.46,
              39.7
            ],
            [
              -98.48,
              39.72
            ],
            [
              -98.48,
              39.76
            ],
            [
              -98.47,
              39.77
            ],
            [
              -98.47,
              39.79
            ],
            [
              -98.46,
              39.8
            ],
            [
              -98.43,
              39.8
            ],
            [
              -98.41,
              39.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0819,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0819,
        "probability": 0.001034,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.001034,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72384707f2bae301b395c3a602ac1f80438347fa4f573a361b8c65cab37df505"
      },
      "receipt_sha256": "72384707f2bae301b395c3a602ac1f80438347fa4f573a361b8c65cab37df505"
    },
    {
      "storm_id": "196347",
      "lat": 43.5356,
      "lon": -73.9311,
      "motion_east": 0.8,
      "motion_south": -3.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 154.0,
      "ebshear": 17.0,
      "srh01": 52.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3963
        },
        {
          "name": "alignment",
          "value": -1.1543
        },
        {
          "name": "tau",
          "value": 0.835
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 0.8350203633308411,
      "coherence_diagnostics": {
        "tau": 0.8350203633308411,
        "grad_tau": 0.03540268540382385,
        "torsion": 0.0,
        "alignment": -1.1542575359344482,
        "S_field": 0.1357593536376953,
        "Gamma_field": 0.31734782457351685,
        "S_over_Gamma": 0.42779356241226196,
        "Da": 20.20376205444336,
        "E_coh": 0.4808175265789032,
        "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": [
          [
            [
              -73.94,
              43.57
            ],
            [
              -73.89,
              43.57
            ],
            [
              -73.88,
              43.56
            ],
            [
              -73.89,
              43.52
            ],
            [
              -73.92,
              43.49
            ],
            [
              -73.96,
              43.49
            ],
            [
              -73.98,
              43.5
            ],
            [
              -73.98,
              43.55
            ],
            [
              -73.94,
              43.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0819,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0819,
        "probability": 0.001034,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.001034,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72384707f2bae301b395c3a602ac1f80438347fa4f573a361b8c65cab37df505"
      },
      "receipt_sha256": "72384707f2bae301b395c3a602ac1f80438347fa4f573a361b8c65cab37df505"
    },
    {
      "storm_id": "195757",
      "lat": 39.8294,
      "lon": -98.2569,
      "motion_east": 4.2,
      "motion_south": 0.8,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1962.0,
      "ebshear": 20.0,
      "srh01": 121.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7713
        },
        {
          "name": "alignment",
          "value": 0.9548
        },
        {
          "name": "tau",
          "value": 0.4291
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0763
      },
      "coherence_score": 0.4290599822998047,
      "coherence_diagnostics": {
        "tau": 0.4290599822998047,
        "grad_tau": 0.1805412322282791,
        "torsion": 0.0,
        "alignment": 0.9547524452209473,
        "S_field": 0.1291978359222412,
        "Gamma_field": 0.9506811499595642,
        "S_over_Gamma": 0.13590028882026672,
        "Da": 59.85918426513672,
        "E_coh": 0.035495415329933167,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.34,
              39.9
            ],
            [
              -98.3,
              39.9
            ],
            [
              -98.24,
              39.83
            ],
            [
              -98.19,
              39.83
            ],
            [
              -98.19,
              39.82
            ],
            [
              -98.17,
              39.8
            ],
            [
              -98.18,
              39.79
            ],
            [
              -98.17,
              39.77
            ],
            [
              -98.21,
              39.76
            ],
            [
              -98.23,
              39.8
            ],
            [
              -98.26,
              39.8
            ],
            [
              -98.29,
              39.83
            ],
            [
              -98.31,
              39.84
            ],
            [
              -98.34,
              39.84
            ],
            [
              -98.35,
              39.86
            ],
            [
              -98.34,
              39.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0763,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "4cb7d06b31e727411f7d85add4a42c08c1dc28f7ae7b765eefc41599fd7a1d41",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0763,
        "probability": 0.000933,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000933,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97afc974831710a1eac8185d603163e1798bfc53959324fd1d7298ae9931d315"
      },
      "receipt_sha256": "97afc974831710a1eac8185d603163e1798bfc53959324fd1d7298ae9931d315"
    },
    {
      "storm_id": "195987",
      "lat": 39.5267,
      "lon": -98.7033,
      "motion_east": 4.5,
      "motion_south": 1.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2340.0,
      "ebshear": 27.0,
      "srh01": 111.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8963
        },
        {
          "name": "alignment",
          "value": 1.3647
        },
        {
          "name": "tau",
          "value": 0.3025
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0762
      },
      "coherence_score": 0.30251550674438477,
      "coherence_diagnostics": {
        "tau": 0.30251550674438477,
        "grad_tau": 0.08539687842130661,
        "torsion": 0.0,
        "alignment": 1.364660382270813,
        "S_field": 0.09933049231767654,
        "Gamma_field": 1.0365145206451416,
        "S_over_Gamma": 0.0958312600851059,
        "Da": 65.80865478515625,
        "E_coh": 0.3097471296787262,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.74,
              39.57
            ],
            [
              -98.72,
              39.57
            ],
            [
              -98.71,
              39.56
            ],
            [
              -98.67,
              39.55
            ],
            [
              -98.64,
              39.52
            ],
            [
              -98.64,
              39.49
            ],
            [
              -98.66,
              39.47
            ],
            [
              -98.7,
              39.47
            ],
            [
              -98.72,
              39.49
            ],
            [
              -98.75,
              39.5
            ],
            [
              -98.75,
              39.56
            ],
            [
              -98.74,
              39.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0762,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "2961bcc5272c59633da2c1545b9bad8687b5f9c5a1db6bba47a85a07c843aeac",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0762,
        "probability": 0.000933,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000933,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c36bd9db5dbe786d802579765796b540b408a7fee575aca951eec0a6d2b9b840"
      },
      "receipt_sha256": "c36bd9db5dbe786d802579765796b540b408a7fee575aca951eec0a6d2b9b840"
    },
    {
      "storm_id": "196351",
      "lat": 39.7644,
      "lon": -97.0578,
      "motion_east": 4.8,
      "motion_south": 1.7,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2098.0,
      "ebshear": 19.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3963
        },
        {
          "name": "alignment",
          "value": 5.6229
        },
        {
          "name": "tau",
          "value": 0.6623
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.076
      },
      "coherence_score": 0.6623063683509827,
      "coherence_diagnostics": {
        "tau": 0.6623063683509827,
        "grad_tau": 0.35140353441238403,
        "torsion": 0.0,
        "alignment": 5.622910976409912,
        "S_field": 0.16430270671844482,
        "Gamma_field": 0.8048478364944458,
        "S_over_Gamma": 0.20414133369922638,
        "Da": 48.97385787963867,
        "E_coh": 0.2242923527956009,
        "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": [
          [
            [
              -97.08,
              39.79
            ],
            [
              -97.03,
              39.79
            ],
            [
              -97.02,
              39.78
            ],
            [
              -97.02,
              39.74
            ],
            [
              -97.03,
              39.73
            ],
            [
              -97.08,
              39.73
            ],
            [
              -97.09,
              39.75
            ],
            [
              -97.09,
              39.78
            ],
            [
              -97.08,
              39.79
            ]
          ]
        ]
      },
      "raw_probability": 0.076,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "bf34d8852d5f215a1350c32ab889aabce813e0560e4d9d550494a01fa6089c2b",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.076,
        "probability": 0.000933,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000933,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a26cba8d80f2cc9b23e45556d23738d62c73401a824df5064f940d1c4cc6410"
      },
      "receipt_sha256": "9a26cba8d80f2cc9b23e45556d23738d62c73401a824df5064f940d1c4cc6410"
    },
    {
      "storm_id": "196330",
      "lat": 40.5222,
      "lon": -98.1478,
      "motion_east": 4.0,
      "motion_south": 0.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2259.0,
      "ebshear": 21.0,
      "srh01": 36.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7713
        },
        {
          "name": "alignment",
          "value": 5.2394
        },
        {
          "name": "tau",
          "value": 0.4733
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0756
      },
      "coherence_score": 0.47329801321029663,
      "coherence_diagnostics": {
        "tau": 0.47329801321029663,
        "grad_tau": 0.16787393391132355,
        "torsion": 0.0,
        "alignment": 5.239415168762207,
        "S_field": 0.11533540487289429,
        "Gamma_field": 0.159014493227005,
        "S_over_Gamma": 0.7253137826919556,
        "Da": 10.135601997375488,
        "E_coh": 0.42521896958351135,
        "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": [
          [
            [
              -98.17,
              40.56
            ],
            [
              -98.12,
              40.56
            ],
            [
              -98.1,
              40.54
            ],
            [
              -98.1,
              40.49
            ],
            [
              -98.11,
              40.48
            ],
            [
              -98.16,
              40.47
            ],
            [
              -98.2,
              40.5
            ],
            [
              -98.2,
              40.54
            ],
            [
              -98.17,
              40.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0756,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "002a150bbfd1f16ed864e533eecc8201eee9a4d6a722fce09bc99a3887003844",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0756,
        "probability": 0.000933,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000933,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8630f153e2e2aaf03c4be95d8076ed00d78cab071ac864ebd79175c71c6715e9"
      },
      "receipt_sha256": "8630f153e2e2aaf03c4be95d8076ed00d78cab071ac864ebd79175c71c6715e9"
    },
    {
      "storm_id": "196349",
      "lat": 42.3533,
      "lon": -74.0144,
      "motion_east": 1.2,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 402.0,
      "ebshear": 15.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3963
        },
        {
          "name": "alignment",
          "value": -2.181
        },
        {
          "name": "tau",
          "value": 0.8488
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0756
      },
      "coherence_score": 0.8487521409988403,
      "coherence_diagnostics": {
        "tau": 0.8487521409988403,
        "grad_tau": 0.029379775747656822,
        "torsion": 0.0,
        "alignment": -2.18095064163208,
        "S_field": 0.2120007574558258,
        "Gamma_field": 0.27401450276374817,
        "S_over_Gamma": 0.7736844420433044,
        "Da": 16.003190994262695,
        "E_coh": 0.5514429807662964,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.02,
              42.38
            ],
            [
              -73.98,
              42.38
            ],
            [
              -73.98,
              42.36
            ],
            [
              -73.99,
              42.34
            ],
            [
              -74.01,
              42.34
            ],
            [
              -74.03,
              42.32
            ],
            [
              -74.04,
              42.32
            ],
            [
              -74.06,
              42.36
            ],
            [
              -74.02,
              42.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0756,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "002a150bbfd1f16ed864e533eecc8201eee9a4d6a722fce09bc99a3887003844",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0756,
        "probability": 0.000933,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000933,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8630f153e2e2aaf03c4be95d8076ed00d78cab071ac864ebd79175c71c6715e9"
      },
      "receipt_sha256": "8630f153e2e2aaf03c4be95d8076ed00d78cab071ac864ebd79175c71c6715e9"
    },
    {
      "storm_id": "196283",
      "lat": 33.617,
      "lon": -103.618,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 317.0,
      "ebshear": 32.0,
      "srh01": 21.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6463
        },
        {
          "name": "alignment",
          "value": -4.694
        },
        {
          "name": "tau",
          "value": 0.2784
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 0.2784419059753418,
      "coherence_diagnostics": {
        "tau": 0.2784419059753418,
        "grad_tau": 0.02059740573167801,
        "torsion": 0.0,
        "alignment": -4.694031715393066,
        "S_field": 0.18245944380760193,
        "Gamma_field": 1.3465144634246826,
        "S_over_Gamma": 0.13550500571727753,
        "Da": 85.70921325683594,
        "E_coh": 0.4365464150905609,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.63,
              33.65
            ],
            [
              -103.58,
              33.65
            ],
            [
              -103.57,
              33.63
            ],
            [
              -103.58,
              33.59
            ],
            [
              -103.6,
              33.57
            ],
            [
              -103.63,
              33.58
            ],
            [
              -103.65,
              33.6
            ],
            [
              -103.65,
              33.62
            ],
            [
              -103.66,
              33.63
            ],
            [
              -103.63,
              33.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0735,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ec0bf7146f0a788be58eafae29659fbbce6049a5b99132a7fa6c50c30d3e64b"
      },
      "receipt_sha256": "2ec0bf7146f0a788be58eafae29659fbbce6049a5b99132a7fa6c50c30d3e64b"
    },
    {
      "storm_id": "196354",
      "lat": 39.108,
      "lon": -102.628,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 158.0,
      "ebshear": 20.0,
      "srh01": 0.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.5213
        },
        {
          "name": "alignment",
          "value": -4.746
        },
        {
          "name": "tau",
          "value": 0.3527
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 0.3527179956436157,
      "coherence_diagnostics": {
        "tau": 0.3527179956436157,
        "grad_tau": 0.04851805791258812,
        "torsion": 0.0,
        "alignment": -4.745977878570557,
        "S_field": 0.144325852394104,
        "Gamma_field": 0.45151448249816895,
        "S_over_Gamma": 0.3196483254432678,
        "Da": 28.018329620361328,
        "E_coh": 0.2608270049095154,
        "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": [
          [
            [
              -102.66,
              39.14
            ],
            [
              -102.58,
              39.14
            ],
            [
              -102.58,
              39.06
            ],
            [
              -102.66,
              39.06
            ],
            [
              -102.66,
              39.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0735,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ec0bf7146f0a788be58eafae29659fbbce6049a5b99132a7fa6c50c30d3e64b"
      },
      "receipt_sha256": "2ec0bf7146f0a788be58eafae29659fbbce6049a5b99132a7fa6c50c30d3e64b"
    },
    {
      "storm_id": "195491",
      "lat": 30.1028,
      "lon": -107.9461,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 550.0,
      "ebshear": 29.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 1.64,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1463
        },
        {
          "name": "alignment",
          "value": 3.6982
        },
        {
          "name": "tau",
          "value": 0.7385
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0729
      },
      "coherence_score": 0.7385334968566895,
      "coherence_diagnostics": {
        "tau": 0.7385334968566895,
        "grad_tau": 0.0507618673145771,
        "torsion": 0.0,
        "alignment": 3.6981921195983887,
        "S_field": 0.6532378792762756,
        "Gamma_field": 1.044847846031189,
        "S_over_Gamma": 0.625199019908905,
        "Da": 63.44775390625,
        "E_coh": 0.8274580836296082,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.97,
              30.18
            ],
            [
              -107.96,
              30.17
            ],
            [
              -107.92,
              30.16
            ],
            [
              -107.88,
              30.12
            ],
            [
              -107.88,
              30.09
            ],
            [
              -107.87,
              30.08
            ],
            [
              -107.87,
              30.05
            ],
            [
              -107.88,
              30.04
            ],
            [
              -107.9,
              30.03
            ],
            [
              -107.94,
              30.03
            ],
            [
              -107.95,
              30.04
            ],
            [
              -107.97,
              30.04
            ],
            [
              -107.99,
              30.05
            ],
            [
              -108.04,
              30.1
            ],
            [
              -108.04,
              30.15
            ],
            [
              -108.02,
              30.17
            ],
            [
              -107.98,
              30.17
            ],
            [
              -107.97,
              30.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0729,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "913503ebd5cf43b9441017267ff17c2f9ea5120ed5b6473a9233850b7dcadc06",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0729,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d686a6b7e3f8dfba73b7ba37d5f99820e56c7371a79096fba896c35cfa8c7322"
      },
      "receipt_sha256": "d686a6b7e3f8dfba73b7ba37d5f99820e56c7371a79096fba896c35cfa8c7322"
    },
    {
      "storm_id": "196344",
      "lat": 40.5144,
      "lon": -99.5311,
      "motion_east": 3.5,
      "motion_south": 1.7,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2181.0,
      "ebshear": 23.0,
      "srh01": 60.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1463
        },
        {
          "name": "alignment",
          "value": 4.929
        },
        {
          "name": "tau",
          "value": 0.3516
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0723
      },
      "coherence_score": 0.35162267088890076,
      "coherence_diagnostics": {
        "tau": 0.35162267088890076,
        "grad_tau": 0.06350909173488617,
        "torsion": 0.0,
        "alignment": 4.929039478302002,
        "S_field": 0.2845000922679901,
        "Gamma_field": 0.9456812143325806,
        "S_over_Gamma": 0.30084142088890076,
        "Da": 59.944114685058594,
        "E_coh": 0.4455384910106659,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.55,
              40.54
            ],
            [
              -99.51,
              40.54
            ],
            [
              -99.5,
              40.53
            ],
            [
              -99.5,
              40.49
            ],
            [
              -99.51,
              40.48
            ],
            [
              -99.54,
              40.48
            ],
            [
              -99.56,
              40.5
            ],
            [
              -99.56,
              40.53
            ],
            [
              -99.55,
              40.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0723,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "f689d97d00e234512425e7e6796a98075868874a52ab2f8183e4b8a9b350e28c",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0723,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8aa83c86698f1c6dd00d8c34ab4fa28a83cbe441ddc916655b06ed76ece3954d"
      },
      "receipt_sha256": "8aa83c86698f1c6dd00d8c34ab4fa28a83cbe441ddc916655b06ed76ece3954d"
    },
    {
      "storm_id": "196281",
      "lat": 39.108,
      "lon": -102.488,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 229.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.011,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.5213
        },
        {
          "name": "alignment",
          "value": -4.746
        },
        {
          "name": "tau",
          "value": 0.3527
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 0.3527179956436157,
      "coherence_diagnostics": {
        "tau": 0.3527179956436157,
        "grad_tau": 0.04851805791258812,
        "torsion": 0.0,
        "alignment": -4.745977878570557,
        "S_field": 0.144325852394104,
        "Gamma_field": 0.45151448249816895,
        "S_over_Gamma": 0.3196483254432678,
        "Da": 28.018329620361328,
        "E_coh": 0.2608270049095154,
        "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": [
          [
            [
              -102.52,
              39.14
            ],
            [
              -102.44,
              39.14
            ],
            [
              -102.44,
              39.06
            ],
            [
              -102.52,
              39.06
            ],
            [
              -102.52,
              39.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0701,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "750805a7b197569ecbd55cc4b1a8a95e9a79f1ae3d7e176e04d182e64f1b7d7d"
      },
      "receipt_sha256": "750805a7b197569ecbd55cc4b1a8a95e9a79f1ae3d7e176e04d182e64f1b7d7d"
    },
    {
      "storm_id": "196238",
      "lat": 40.1313,
      "lon": -97.61,
      "motion_east": 5.7,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2030.0,
      "ebshear": 17.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2713
        },
        {
          "name": "alignment",
          "value": 3.6559
        },
        {
          "name": "tau",
          "value": 0.6846
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0699
      },
      "coherence_score": 0.6845690608024597,
      "coherence_diagnostics": {
        "tau": 0.6845690608024597,
        "grad_tau": 0.3348766267299652,
        "torsion": 0.0,
        "alignment": 3.6559455394744873,
        "S_field": 0.18253418803215027,
        "Gamma_field": 0.6540144681930542,
        "S_over_Gamma": 0.2790980935096741,
        "Da": 41.14349365234375,
        "E_coh": 0.3520999848842621,
        "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": [
          [
            [
              -97.61,
              40.17
            ],
            [
              -97.57,
              40.15
            ],
            [
              -97.57,
              40.11
            ],
            [
              -97.58,
              40.1
            ],
            [
              -97.64,
              40.1
            ],
            [
              -97.65,
              40.11
            ],
            [
              -97.65,
              40.14
            ],
            [
              -97.61,
              40.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0699,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "23b26b6fad9d24bc356d28f16f6c1006435a7d5c8ad3591c4d39dd92019e56df",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0699,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2b480d5edb02f4099a4152922fc7b5ddc93c9a47c8ba407443a7d01689fc6fd"
      },
      "receipt_sha256": "a2b480d5edb02f4099a4152922fc7b5ddc93c9a47c8ba407443a7d01689fc6fd"
    },
    {
      "storm_id": "196321",
      "lat": 27.8676,
      "lon": -85.0194,
      "motion_east": 3.4,
      "motion_south": 1.2,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3158.0,
      "ebshear": 23.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7713
        },
        {
          "name": "alignment",
          "value": 0.0375
        },
        {
          "name": "tau",
          "value": 2.2773
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0697
      },
      "coherence_score": 2.2773473262786865,
      "coherence_diagnostics": {
        "tau": 2.2773473262786865,
        "grad_tau": 0.5000504851341248,
        "torsion": 0.0,
        "alignment": 0.037484318017959595,
        "S_field": 0.5221953392028809,
        "Gamma_field": 0.23651447892189026,
        "S_over_Gamma": 2.207879066467285,
        "Da": 14.536030769348145,
        "E_coh": 0.956229031085968,
        "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": [
          [
            [
              -85.0,
              27.93
            ],
            [
              -84.96,
              27.93
            ],
            [
              -84.96,
              27.92
            ],
            [
              -84.97,
              27.92
            ],
            [
              -84.99,
              27.89
            ],
            [
              -84.99,
              27.85
            ],
            [
              -85.0,
              27.83
            ],
            [
              -85.04,
              27.79
            ],
            [
              -85.06,
              27.79
            ],
            [
              -85.07,
              27.78
            ],
            [
              -85.08,
              27.79
            ],
            [
              -85.08,
              27.84
            ],
            [
              -85.06,
              27.87
            ],
            [
              -85.05,
              27.87
            ],
            [
              -85.01,
              27.9
            ],
            [
              -85.01,
              27.92
            ],
            [
              -85.0,
              27.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0697,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "d8496523c7ed47fdfb1effd6346336a7f3cf0c622c76cfd2b2160e418274f02b",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0697,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e091eb64ce2e5222e72198978379b2c0af5fab7d175bbf0341f0b8aad5510b0"
      },
      "receipt_sha256": "5e091eb64ce2e5222e72198978379b2c0af5fab7d175bbf0341f0b8aad5510b0"
    },
    {
      "storm_id": "196325",
      "lat": 24.8386,
      "lon": -83.2964,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1637.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7713
        },
        {
          "name": "alignment",
          "value": 0.5566
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0637
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.0417649745941162,
        "torsion": 0.0,
        "alignment": 0.5566177368164062,
        "S_field": 0.4780748188495636,
        "Gamma_field": 0.2398478090763092,
        "S_over_Gamma": 1.9932423830032349,
        "Da": 14.597479820251465,
        "E_coh": 0.9444125294685364,
        "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": [
          [
            [
              -83.29,
              24.9
            ],
            [
              -83.28,
              24.88
            ],
            [
              -83.29,
              24.87
            ],
            [
              -83.28,
              24.86
            ],
            [
              -83.29,
              24.84
            ],
            [
              -83.28,
              24.82
            ],
            [
              -83.29,
              24.81
            ],
            [
              -83.29,
              24.78
            ],
            [
              -83.3,
              24.76
            ],
            [
              -83.33,
              24.76
            ],
            [
              -83.33,
              24.85
            ],
            [
              -83.31,
              24.85
            ],
            [
              -83.3,
              24.86
            ],
            [
              -83.29,
              24.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0637,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "5785cfcac68715dd8b54e7488955a17385acfad6e4866ea1f9f0c3f6a70a8466",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0637,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e8f88bdff416a4d531a56ac52931c7a3152883094341b5e6905063b9220a72d"
      },
      "receipt_sha256": "9e8f88bdff416a4d531a56ac52931c7a3152883094341b5e6905063b9220a72d"
    },
    {
      "storm_id": "195797",
      "lat": 43.213,
      "lon": -74.0974,
      "motion_east": -2.0,
      "motion_south": -6.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 491.0,
      "ebshear": 17.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3963
        },
        {
          "name": "alignment",
          "value": -1.1543
        },
        {
          "name": "tau",
          "value": 0.835
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0611
      },
      "coherence_score": 0.8350203633308411,
      "coherence_diagnostics": {
        "tau": 0.8350203633308411,
        "grad_tau": 0.03540268540382385,
        "torsion": 0.0,
        "alignment": -1.1542575359344482,
        "S_field": 0.1357593536376953,
        "Gamma_field": 0.31734782457351685,
        "S_over_Gamma": 0.42779356241226196,
        "Da": 20.20376205444336,
        "E_coh": 0.4808175265789032,
        "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": [
          [
            [
              -74.18,
              43.3
            ],
            [
              -74.17,
              43.29
            ],
            [
              -74.16,
              43.3
            ],
            [
              -74.14,
              43.29
            ],
            [
              -74.03,
              43.3
            ],
            [
              -74.02,
              43.29
            ],
            [
              -74.02,
              43.26
            ],
            [
              -74.01,
              43.25
            ],
            [
              -74.02,
              43.24
            ],
            [
              -74.02,
              43.16
            ],
            [
              -74.01,
              43.15
            ],
            [
              -74.01,
              43.13
            ],
            [
              -74.02,
              43.12
            ],
            [
              -74.02,
              43.09
            ],
            [
              -74.03,
              43.08
            ],
            [
              -74.08,
              43.08
            ],
            [
              -74.16,
              43.14
            ],
            [
              -74.16,
              43.16
            ],
            [
              -74.19,
              43.2
            ],
            [
              -74.2,
              43.24
            ],
            [
              -74.21,
              43.25
            ],
            [
              -74.2,
              43.28
            ],
            [
              -74.18,
              43.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0611,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "9ceb1bfee4826876491382b2d79c69fb19c44ae160a50b7caca57dbf0f9e85a0",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0611,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e47c194c86b8a03576d75c12495ac1915e8a366cd7eced738a6a4ef25e2f40e"
      },
      "receipt_sha256": "2e47c194c86b8a03576d75c12495ac1915e8a366cd7eced738a6a4ef25e2f40e"
    },
    {
      "storm_id": "196358",
      "lat": 24.5111,
      "lon": -83.2656,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2153.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7713
        },
        {
          "name": "alignment",
          "value": 0.5566
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0606
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.0417649745941162,
        "torsion": 0.0,
        "alignment": 0.5566177368164062,
        "S_field": 0.4780748188495636,
        "Gamma_field": 0.2398478090763092,
        "S_over_Gamma": 1.9932423830032349,
        "Da": 14.597479820251465,
        "E_coh": 0.9444125294685364,
        "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": [
          [
            [
              -83.32,
              24.54
            ],
            [
              -83.24,
              24.54
            ],
            [
              -83.23,
              24.53
            ],
            [
              -83.23,
              24.45
            ],
            [
              -83.24,
              24.45
            ],
            [
              -83.24,
              24.51
            ],
            [
              -83.25,
              24.52
            ],
            [
              -83.32,
              24.52
            ],
            [
              -83.32,
              24.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0606,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0606,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7eb137f53027b538da1923599c08997ebfc78cf7c8649c798c03ec5c28bc9b99"
      },
      "receipt_sha256": "7eb137f53027b538da1923599c08997ebfc78cf7c8649c798c03ec5c28bc9b99"
    },
    {
      "storm_id": "196166",
      "lat": 50.5809,
      "lon": -68.5451,
      "motion_east": 4.6,
      "motion_south": 1.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3963
        },
        {
          "name": "alignment",
          "value": -4.8066
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0603
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14245378971099854,
        "torsion": 0.0,
        "alignment": -4.806617736816406,
        "S_field": 0.20507177710533142,
        "Gamma_field": 0.15818116068840027,
        "S_over_Gamma": 1.2964361906051636,
        "Da": 9.904070854187012,
        "E_coh": 0.6324080228805542,
        "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": [
          [
            [
              -68.61,
              50.66
            ],
            [
              -68.59,
              50.66
            ],
            [
              -68.59,
              50.62
            ],
            [
              -68.58,
              50.61
            ],
            [
              -68.55,
              50.61
            ],
            [
              -68.54,
              50.6
            ],
            [
              -68.49,
              50.6
            ],
            [
              -68.48,
              50.61
            ],
            [
              -68.41,
              50.61
            ],
            [
              -68.4,
              50.62
            ],
            [
              -68.36,
              50.62
            ],
            [
              -68.34,
              50.6
            ],
            [
              -68.34,
              50.56
            ],
            [
              -68.39,
              50.52
            ],
            [
              -68.41,
              50.52
            ],
            [
              -68.42,
              50.51
            ],
            [
              -68.49,
              50.51
            ],
            [
              -68.5,
              50.5
            ],
            [
              -68.53,
              50.5
            ],
            [
              -68.54,
              50.49
            ],
            [
              -68.55,
              50.5
            ],
            [
              -68.57,
              50.5
            ],
            [
              -68.61,
              50.53
            ],
            [
              -68.62,
              50.53
            ],
            [
              -68.62,
              50.56
            ],
            [
              -68.63,
              50.57
            ],
            [
              -68.66,
              50.57
            ],
            [
              -68.67,
              50.58
            ],
            [
              -68.67,
              50.61
            ],
            [
              -68.66,
              50.62
            ],
            [
              -68.68,
              50.63
            ],
            [
              -68.68,
              50.64
            ],
            [
              -68.67,
              50.65
            ],
            [
              -68.62,
              50.65
            ],
            [
              -68.61,
              50.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0603,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "a16b49416c2cc7193db8a457efa8869731a4ad9f94f21a7a81eb98466a23dc71",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0603,
        "probability": 0.000861,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000861,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d07439c8982865b3a1ad94630d6ffd9f81a1af4ecc7859b0fd390d0e4a4db077"
      },
      "receipt_sha256": "d07439c8982865b3a1ad94630d6ffd9f81a1af4ecc7859b0fd390d0e4a4db077"
    },
    {
      "storm_id": "196294",
      "lat": 50.69,
      "lon": -66.6153,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.3963
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.12611810863018036,
        "Gamma_field": 0.1565144807100296,
        "S_over_Gamma": 0.805791974067688,
        "Da": 9.687715530395508,
        "E_coh": 0.46417170763015747,
        "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": [
          [
            [
              -66.62,
              50.77
            ],
            [
              -66.58,
              50.77
            ],
            [
              -66.58,
              50.72
            ],
            [
              -66.57,
              50.71
            ],
            [
              -66.59,
              50.69
            ],
            [
              -66.59,
              50.67
            ],
            [
              -66.57,
              50.66
            ],
            [
              -66.57,
              50.63
            ],
            [
              -66.6,
              50.61
            ],
            [
              -66.66,
              50.61
            ],
            [
              -66.7,
              50.64
            ],
            [
              -66.7,
              50.66
            ],
            [
              -66.66,
              50.71
            ],
            [
              -66.62,
              50.73
            ],
            [
              -66.62,
              50.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0598,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "087aa297d06f88dc402e275b447bdbf40dbf8ae195faf35cbfaa76bc18aa9e16"
      },
      "receipt_sha256": "087aa297d06f88dc402e275b447bdbf40dbf8ae195faf35cbfaa76bc18aa9e16"
    },
    {
      "storm_id": "196256",
      "lat": 50.3531,
      "lon": -69.0924,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1463
        },
        {
          "name": "alignment",
          "value": -3.6816
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.20040753483772278,
        "torsion": 0.0,
        "alignment": -3.6816177368164062,
        "S_field": 0.1673545390367508,
        "Gamma_field": 0.15818116068840027,
        "S_over_Gamma": 1.0579928159713745,
        "Da": 10.229723930358887,
        "E_coh": 0.6313181519508362,
        "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": [
          [
            [
              -68.82,
              50.51
            ],
            [
              -68.76,
              50.51
            ],
            [
              -68.75,
              50.5
            ],
            [
              -68.73,
              50.5
            ],
            [
              -68.71,
              50.49
            ],
            [
              -68.71,
              50.46
            ],
            [
              -68.74,
              50.45
            ],
            [
              -68.75,
              50.43
            ],
            [
              -68.79,
              50.41
            ],
            [
              -68.83,
              50.41
            ],
            [
              -68.84,
              50.4
            ],
            [
              -68.89,
              50.39
            ],
            [
              -68.91,
              50.37
            ],
            [
              -68.95,
              50.35
            ],
            [
              -69.01,
              50.34
            ],
            [
              -69.02,
              50.33
            ],
            [
              -69.05,
              50.33
            ],
            [
              -69.1,
              50.29
            ],
            [
              -69.14,
              50.29
            ],
            [
              -69.15,
              50.28
            ],
            [
              -69.21,
              50.28
            ],
            [
              -69.22,
              50.27
            ],
            [
              -69.25,
              50.28
            ],
            [
              -69.31,
              50.25
            ],
            [
              -69.34,
              50.22
            ],
            [
              -69.36,
              50.22
            ],
            [
              -69.39,
              50.2
            ],
            [
              -69.41,
              50.2
            ],
            [
              -69.46,
              50.17
            ],
            [
              -69.54,
              50.16
            ],
            [
              -69.54,
              50.21
            ],
            [
              -69.45,
              50.28
            ],
            [
              -69.43,
              50.28
            ],
            [
              -69.4,
              50.3
            ],
            [
              -69.37,
              50.3
            ],
            [
              -69.33,
              50.32
            ],
            [
              -69.3,
              50.32
            ],
            [
              -69.26,
              50.34
            ],
            [
              -69.23,
              50.34
            ],
            [
              -69.22,
              50.35
            ],
            [
              -69.17,
              50.35
            ],
            [
              -69.14,
              50.37
            ],
            [
              -69.11,
              50.36
            ],
            [
              -69.08,
              50.39
            ],
            [
              -69.06,
              50.39
            ],
            [
              -69.04,
              50.41
            ],
            [
              -68.96,
              50.44
            ],
            [
              -68.91,
              50.48
            ],
            [
              -68.89,
              50.49
            ],
            [
              -68.86,
              50.49
            ],
            [
              -68.82,
              50.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0576,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f00ee74efe209994c735cbdab749f03f9ae3f01ef9ed76d02732251b27957e93"
      },
      "receipt_sha256": "f00ee74efe209994c735cbdab749f03f9ae3f01ef9ed76d02732251b27957e93"
    },
    {
      "storm_id": "196336",
      "lat": 27.8384,
      "lon": -84.0677,
      "motion_east": 2.7,
      "motion_south": 0.7,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3013.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.48,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8963
        },
        {
          "name": "alignment",
          "value": -1.5941
        },
        {
          "name": "tau",
          "value": 2.5132
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 2.5131771564483643,
      "coherence_diagnostics": {
        "tau": 2.5131771564483643,
        "grad_tau": 0.549630343914032,
        "torsion": 0.0,
        "alignment": -1.5941219329833984,
        "S_field": 0.7251814603805542,
        "Gamma_field": 0.19901448488235474,
        "S_over_Gamma": 3.643862724304199,
        "Da": 12.311666488647461,
        "E_coh": 0.9174213409423828,
        "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": [
          [
            [
              -83.96,
              28.04
            ],
            [
              -83.95,
              28.02
            ],
            [
              -83.96,
              28.01
            ],
            [
              -83.98,
              28.01
            ],
            [
              -83.99,
              28.0
            ],
            [
              -83.99,
              27.98
            ],
            [
              -83.98,
              27.97
            ],
            [
              -83.96,
              27.97
            ],
            [
              -83.94,
              27.93
            ],
            [
              -83.92,
              27.91
            ],
            [
              -83.95,
              27.85
            ],
            [
              -83.98,
              27.82
            ],
            [
              -83.98,
              27.79
            ],
            [
              -83.95,
              27.76
            ],
            [
              -83.95,
              27.73
            ],
            [
              -83.97,
              27.69
            ],
            [
              -83.98,
              27.61
            ],
            [
              -83.99,
              27.6
            ],
            [
              -84.0,
              27.55
            ],
            [
              -84.03,
              27.53
            ],
            [
              -84.08,
              27.53
            ],
            [
              -84.15,
              27.59
            ],
            [
              -84.17,
              27.6
            ],
            [
              -84.2,
              27.6
            ],
            [
              -84.23,
              27.63
            ],
            [
              -84.23,
              27.64
            ],
            [
              -84.28,
              27.7
            ],
            [
              -84.3,
              27.78
            ],
            [
              -84.29,
              27.79
            ],
            [
              -84.29,
              27.81
            ],
            [
              -84.25,
              27.85
            ],
            [
              -84.22,
              27.85
            ],
            [
              -84.17,
              27.9
            ],
            [
              -84.17,
              27.91
            ],
            [
              -84.13,
              27.94
            ],
            [
              -84.12,
              27.98
            ],
            [
              -84.09,
              28.02
            ],
            [
              -84.07,
              28.02
            ],
            [
              -84.06,
              28.03
            ],
            [
              -84.04,
              28.02
            ],
            [
              -84.02,
              28.03
            ],
            [
              -83.98,
              28.02
            ],
            [
              -83.96,
              28.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0566,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "484e031253d7da1cb4739a14024ee2c4d44161c5a2c21958a4398bff1864bbd1"
      },
      "receipt_sha256": "484e031253d7da1cb4739a14024ee2c4d44161c5a2c21958a4398bff1864bbd1"
    },
    {
      "storm_id": "196161",
      "lat": 27.5717,
      "lon": -83.84,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2466.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.61,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8963
        },
        {
          "name": "alignment",
          "value": -1.5941
        },
        {
          "name": "tau",
          "value": 2.5132
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 2.5131771564483643,
      "coherence_diagnostics": {
        "tau": 2.5131771564483643,
        "grad_tau": 0.549630343914032,
        "torsion": 0.0,
        "alignment": -1.5941219329833984,
        "S_field": 0.7251814603805542,
        "Gamma_field": 0.19901448488235474,
        "S_over_Gamma": 3.643862724304199,
        "Da": 12.311666488647461,
        "E_coh": 0.9174213409423828,
        "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": [
          [
            [
              -83.86,
              27.61
            ],
            [
              -83.81,
              27.61
            ],
            [
              -83.8,
              27.6
            ],
            [
              -83.81,
              27.58
            ],
            [
              -83.8,
              27.55
            ],
            [
              -83.81,
              27.54
            ],
            [
              -83.83,
              27.53
            ],
            [
              -83.87,
              27.53
            ],
            [
              -83.88,
              27.54
            ],
            [
              -83.87,
              27.56
            ],
            [
              -83.88,
              27.6
            ],
            [
              -83.86,
              27.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0562,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b18223de9950cd9b550fbfde195a77d8ff822b3ad8880c0b406a14f8b3d912ec"
      },
      "receipt_sha256": "b18223de9950cd9b550fbfde195a77d8ff822b3ad8880c0b406a14f8b3d912ec"
    },
    {
      "storm_id": "196125",
      "lat": 27.6954,
      "lon": -83.7315,
      "motion_east": 2.7,
      "motion_south": 0.5,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2476.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8963
        },
        {
          "name": "alignment",
          "value": -1.5941
        },
        {
          "name": "tau",
          "value": 2.5132
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 2.5131771564483643,
      "coherence_diagnostics": {
        "tau": 2.5131771564483643,
        "grad_tau": 0.549630343914032,
        "torsion": 0.0,
        "alignment": -1.5941219329833984,
        "S_field": 0.7251814603805542,
        "Gamma_field": 0.19901448488235474,
        "S_over_Gamma": 3.643862724304199,
        "Da": 12.311666488647461,
        "E_coh": 0.9174213409423828,
        "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": [
          [
            [
              -83.77,
              27.73
            ],
            [
              -83.72,
              27.73
            ],
            [
              -83.7,
              27.72
            ],
            [
              -83.7,
              27.71
            ],
            [
              -83.72,
              27.69
            ],
            [
              -83.7,
              27.68
            ],
            [
              -83.7,
              27.67
            ],
            [
              -83.68,
              27.65
            ],
            [
              -83.75,
              27.65
            ],
            [
              -83.77,
              27.67
            ],
            [
              -83.75,
              27.69
            ],
            [
              -83.78,
              27.72
            ],
            [
              -83.77,
              27.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0547,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0547,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5547980d6a834f9b3d7d0685c9c50cfc19c6c87a6376259a90900345f28a316f"
      },
      "receipt_sha256": "5547980d6a834f9b3d7d0685c9c50cfc19c6c87a6376259a90900345f28a316f"
    },
    {
      "storm_id": "196064",
      "lat": 28.2735,
      "lon": -94.9813,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2164.0,
      "ebshear": 28.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2713
        },
        {
          "name": "alignment",
          "value": 2.8461
        },
        {
          "name": "tau",
          "value": 1.8429
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 1.8428841829299927,
      "coherence_diagnostics": {
        "tau": 1.8428841829299927,
        "grad_tau": 0.7254197597503662,
        "torsion": 0.0,
        "alignment": 2.8461098670959473,
        "S_field": 0.9134623408317566,
        "Gamma_field": 0.3531811833381653,
        "S_over_Gamma": 2.5863845348358154,
        "Da": 19.784761428833008,
        "E_coh": 0.7947247624397278,
        "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": [
          [
            [
              -94.98,
              28.33
            ],
            [
              -94.97,
              28.33
            ],
            [
              -94.96,
              28.33
            ],
            [
              -94.95,
              28.33
            ],
            [
              -94.95,
              28.32
            ],
            [
              -94.95,
              28.31
            ],
            [
              -94.95,
              28.3
            ],
            [
              -94.94,
              28.29
            ],
            [
              -94.93,
              28.29
            ],
            [
              -94.92,
              28.29
            ],
            [
              -94.91,
              28.29
            ],
            [
              -94.92,
              28.29
            ],
            [
              -94.93,
              28.28
            ],
            [
              -94.93,
              28.27
            ],
            [
              -94.94,
              28.27
            ],
            [
              -94.95,
              28.26
            ],
            [
              -94.95,
              28.25
            ],
            [
              -94.95,
              28.24
            ],
            [
              -94.95,
              28.23
            ],
            [
              -94.94,
              28.22
            ],
            [
              -94.94,
              28.21
            ],
            [
              -94.95,
              28.21
            ],
            [
              -94.96,
              28.21
            ],
            [
              -94.97,
              28.21
            ],
            [
              -94.98,
              28.21
            ],
            [
              -94.99,
              28.21
            ],
            [
              -95.0,
              28.21
            ],
            [
              -95.01,
              28.21
            ],
            [
              -95.02,
              28.21
            ],
            [
              -95.03,
              28.22
            ],
            [
              -95.04,
              28.22
            ],
            [
              -95.04,
              28.23
            ],
            [
              -95.04,
              28.24
            ],
            [
              -95.05,
              28.25
            ],
            [
              -95.05,
              28.26
            ],
            [
              -95.06,
              28.27
            ],
            [
              -95.06,
              28.28
            ],
            [
              -95.06,
              28.29
            ],
            [
              -95.05,
              28.29
            ],
            [
              -95.04,
              28.3
            ],
            [
              -95.03,
              28.3
            ],
            [
              -95.02,
              28.3
            ],
            [
              -95.01,
              28.3
            ],
            [
              -95.0,
              28.31
            ],
            [
              -94.99,
              28.31
            ],
            [
              -94.98,
              28.31
            ],
            [
              -94.97,
              28.31
            ],
            [
              -94.96,
              28.31
            ],
            [
              -94.95,
              28.32
            ],
            [
              -94.96,
              28.33
            ],
            [
              -94.97,
              28.33
            ],
            [
              -94.98,
              28.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0544,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "761fb358e3fa4f8ddfb1c1b7dd63311fe65d735dbc8e9ca2566f2e80a1417654"
      },
      "receipt_sha256": "761fb358e3fa4f8ddfb1c1b7dd63311fe65d735dbc8e9ca2566f2e80a1417654"
    },
    {
      "storm_id": "196094",
      "lat": 27.2493,
      "lon": -84.1939,
      "motion_east": 2.9,
      "motion_south": 0.1,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2515.0,
      "ebshear": 15.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8963
        },
        {
          "name": "alignment",
          "value": -1.5941
        },
        {
          "name": "tau",
          "value": 2.5132
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 2.5131771564483643,
      "coherence_diagnostics": {
        "tau": 2.5131771564483643,
        "grad_tau": 0.549630343914032,
        "torsion": 0.0,
        "alignment": -1.5941219329833984,
        "S_field": 0.7251814603805542,
        "Gamma_field": 0.19901448488235474,
        "S_over_Gamma": 3.643862724304199,
        "Da": 12.311666488647461,
        "E_coh": 0.9174213409423828,
        "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": [
          [
            [
              -84.22,
              27.39
            ],
            [
              -84.21,
              27.38
            ],
            [
              -84.15,
              27.39
            ],
            [
              -84.14,
              27.37
            ],
            [
              -84.14,
              27.32
            ],
            [
              -84.16,
              27.29
            ],
            [
              -84.16,
              27.27
            ],
            [
              -84.15,
              27.26
            ],
            [
              -84.16,
              27.25
            ],
            [
              -84.15,
              27.24
            ],
            [
              -84.16,
              27.23
            ],
            [
              -84.12,
              27.16
            ],
            [
              -84.12,
              27.12
            ],
            [
              -84.14,
              27.1
            ],
            [
              -84.17,
              27.1
            ],
            [
              -84.18,
              27.11
            ],
            [
              -84.22,
              27.12
            ],
            [
              -84.25,
              27.15
            ],
            [
              -84.25,
              27.17
            ],
            [
              -84.26,
              27.18
            ],
            [
              -84.26,
              27.2
            ],
            [
              -84.25,
              27.21
            ],
            [
              -84.25,
              27.26
            ],
            [
              -84.24,
              27.27
            ],
            [
              -84.24,
              27.33
            ],
            [
              -84.23,
              27.34
            ],
            [
              -84.23,
              27.38
            ],
            [
              -84.22,
              27.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0543,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b569e97934755f137217a4c6df24d26abf957ad4f71048f0c51f8f1edd4e6ba7"
      },
      "receipt_sha256": "b569e97934755f137217a4c6df24d26abf957ad4f71048f0c51f8f1edd4e6ba7"
    },
    {
      "storm_id": "196231",
      "lat": 25.6306,
      "lon": -80.9082,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2066.0,
      "ebshear": 7.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0213
        },
        {
          "name": "alignment",
          "value": 1.0566
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.0067843198776245,
        "torsion": 0.0,
        "alignment": 1.0566177368164062,
        "S_field": 0.5040679574012756,
        "Gamma_field": 0.2281811535358429,
        "S_over_Gamma": 2.20906925201416,
        "Da": 13.888001441955566,
        "E_coh": 0.9500964283943176,
        "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": [
          [
            [
              -80.94,
              25.69
            ],
            [
              -80.87,
              25.69
            ],
            [
              -80.86,
              25.67
            ],
            [
              -80.86,
              25.64
            ],
            [
              -80.85,
              25.63
            ],
            [
              -80.86,
              25.61
            ],
            [
              -80.86,
              25.58
            ],
            [
              -80.88,
              25.58
            ],
            [
              -80.89,
              25.59
            ],
            [
              -80.92,
              25.59
            ],
            [
              -80.93,
              25.58
            ],
            [
              -80.96,
              25.6
            ],
            [
              -80.96,
              25.62
            ],
            [
              -80.95,
              25.63
            ],
            [
              -80.95,
              25.66
            ],
            [
              -80.96,
              25.67
            ],
            [
              -80.94,
              25.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0541,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19189afbc657a0f5c4c3b64da0dbe2527bccab9a4092b70ae61402f1fb4af25d"
      },
      "receipt_sha256": "19189afbc657a0f5c4c3b64da0dbe2527bccab9a4092b70ae61402f1fb4af25d"
    },
    {
      "storm_id": "196181",
      "lat": 27.8254,
      "lon": -82.3046,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2837.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1463
        },
        {
          "name": "alignment",
          "value": -0.787
        },
        {
          "name": "tau",
          "value": 2.7972
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 2.797203302383423,
      "coherence_diagnostics": {
        "tau": 2.797203302383423,
        "grad_tau": 0.6961881518363953,
        "torsion": 0.0,
        "alignment": -0.7870129346847534,
        "S_field": 0.7670356631278992,
        "Gamma_field": 0.20318114757537842,
        "S_over_Gamma": 3.775131940841675,
        "Da": 12.580743789672852,
        "E_coh": 0.9394424557685852,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.28,
              27.86
            ],
            [
              -82.28,
              27.84
            ],
            [
              -82.29,
              27.84
            ],
            [
              -82.3,
              27.82
            ],
            [
              -82.28,
              27.81
            ],
            [
              -82.31,
              27.78
            ],
            [
              -82.33,
              27.78
            ],
            [
              -82.31,
              27.8
            ],
            [
              -82.32,
              27.82
            ],
            [
              -82.34,
              27.82
            ],
            [
              -82.34,
              27.85
            ],
            [
              -82.3,
              27.85
            ],
            [
              -82.28,
              27.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0533,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60974b5e91753b64636070620989b03d976376ddd3d163011da5de5ddfd333d9"
      },
      "receipt_sha256": "60974b5e91753b64636070620989b03d976376ddd3d163011da5de5ddfd333d9"
    },
    {
      "storm_id": "196172",
      "lat": 40.2838,
      "lon": -99.6212,
      "motion_east": 4.3,
      "motion_south": 1.9,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1438.0,
      "ebshear": 30.0,
      "srh01": 45.0,
      "maxllaz": 0.006,
      "mesh": 0.63,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5213
        },
        {
          "name": "alignment",
          "value": 1.8068
        },
        {
          "name": "tau",
          "value": 0.3463
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0515
      },
      "coherence_score": 0.3463204503059387,
      "coherence_diagnostics": {
        "tau": 0.3463204503059387,
        "grad_tau": 0.05421755090355873,
        "torsion": 0.0,
        "alignment": 1.806825876235962,
        "S_field": 0.4238728880882263,
        "Gamma_field": 0.9765145182609558,
        "S_over_Gamma": 0.43406715989112854,
        "Da": 60.98508834838867,
        "E_coh": 0.7021428942680359,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.54,
              40.38
            ],
            [
              -99.5,
              40.38
            ],
            [
              -99.48,
              40.36
            ],
            [
              -99.48,
              40.32
            ],
            [
              -99.49,
              40.31
            ],
            [
              -99.48,
              40.23
            ],
            [
              -99.49,
              40.21
            ],
            [
              -99.55,
              40.21
            ],
            [
              -99.56,
              40.23
            ],
            [
              -99.56,
              40.28
            ],
            [
              -99.59,
              40.31
            ],
            [
              -99.61,
              40.31
            ],
            [
              -99.65,
              40.27
            ],
            [
              -99.65,
              40.26
            ],
            [
              -99.67,
              40.25
            ],
            [
              -99.74,
              40.18
            ],
            [
              -99.77,
              40.18
            ],
            [
              -99.8,
              40.21
            ],
            [
              -99.8,
              40.24
            ],
            [
              -99.77,
              40.27
            ],
            [
              -99.75,
              40.27
            ],
            [
              -99.71,
              40.31
            ],
            [
              -99.71,
              40.32
            ],
            [
              -99.66,
              40.36
            ],
            [
              -99.6,
              40.35
            ],
            [
              -99.54,
              40.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0515,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0515,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8ce09c0b9c3fe659eeb964a98a4c76d85cd155c664fdbd239e8855b7d5b0c9e"
      },
      "receipt_sha256": "f8ce09c0b9c3fe659eeb964a98a4c76d85cd155c664fdbd239e8855b7d5b0c9e"
    },
    {
      "storm_id": "196088",
      "lat": 40.6622,
      "lon": -98.8122,
      "motion_east": 4.0,
      "motion_south": -3.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2606.0,
      "ebshear": 25.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1463
        },
        {
          "name": "alignment",
          "value": 4.929
        },
        {
          "name": "tau",
          "value": 0.3516
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0513
      },
      "coherence_score": 0.35162267088890076,
      "coherence_diagnostics": {
        "tau": 0.35162267088890076,
        "grad_tau": 0.06350909173488617,
        "torsion": 0.0,
        "alignment": 4.929039478302002,
        "S_field": 0.2845000922679901,
        "Gamma_field": 0.9456812143325806,
        "S_over_Gamma": 0.30084142088890076,
        "Da": 59.944114685058594,
        "E_coh": 0.4455384910106659,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.85,
              40.78
            ],
            [
              -98.82,
              40.78
            ],
            [
              -98.8,
              40.77
            ],
            [
              -98.79,
              40.73
            ],
            [
              -98.78,
              40.72
            ],
            [
              -98.78,
              40.67
            ],
            [
              -98.73,
              40.63
            ],
            [
              -98.72,
              40.56
            ],
            [
              -98.74,
              40.52
            ],
            [
              -98.75,
              40.53
            ],
            [
              -98.79,
              40.52
            ],
            [
              -98.82,
              40.55
            ],
            [
              -98.84,
              40.55
            ],
            [
              -98.9,
              40.59
            ],
            [
              -98.9,
              40.73
            ],
            [
              -98.88,
              40.75
            ],
            [
              -98.88,
              40.76
            ],
            [
              -98.85,
              40.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0513,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0513,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24d8ea2c3b546bb7244b5ac263468ed17b9456584969827ab47e94d3a0f888d9"
      },
      "receipt_sha256": "24d8ea2c3b546bb7244b5ac263468ed17b9456584969827ab47e94d3a0f888d9"
    },
    {
      "storm_id": "196204",
      "lat": 25.6543,
      "lon": -79.5886,
      "motion_east": 1.3,
      "motion_south": -8.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3773.0,
      "ebshear": 13.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7713
        },
        {
          "name": "alignment",
          "value": 0.4316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.0426278114318848,
        "torsion": 0.0,
        "alignment": 0.43161773681640625,
        "S_field": 0.6057710647583008,
        "Gamma_field": 0.24151448905467987,
        "S_over_Gamma": 2.508218288421631,
        "Da": 14.440385818481445,
        "E_coh": 0.9827526807785034,
        "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": [
          [
            [
              -79.62,
              25.67
            ],
            [
              -79.54,
              25.67
            ],
            [
              -79.53,
              25.65
            ],
            [
              -79.55,
              25.63
            ],
            [
              -79.63,
              25.63
            ],
            [
              -79.63,
              25.66
            ],
            [
              -79.62,
              25.67
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.051,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b0bb9b57dad3468c97ab7a66aa8d6dc8567aa9a208eecd7308adc73e3e1b9bf"
      },
      "receipt_sha256": "2b0bb9b57dad3468c97ab7a66aa8d6dc8567aa9a208eecd7308adc73e3e1b9bf"
    },
    {
      "storm_id": "196323",
      "lat": 26.3,
      "lon": -78.291,
      "motion_east": 4.6,
      "motion_south": 1.6,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3540.0,
      "ebshear": 9.0,
      "srh01": 3.0,
      "maxllaz": 0.0,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6463
        },
        {
          "name": "alignment",
          "value": 1.432
        },
        {
          "name": "tau",
          "value": 1.0388
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 1.0388381481170654,
      "coherence_diagnostics": {
        "tau": 1.0388381481170654,
        "grad_tau": 0.8896671533584595,
        "torsion": 0.0,
        "alignment": 1.4320476055145264,
        "S_field": 0.48171308636665344,
        "Gamma_field": 0.22068114578723907,
        "S_over_Gamma": 2.1828465461730957,
        "Da": 12.88946533203125,
        "E_coh": 0.969011664390564,
        "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": [
          [
            [
              -78.34,
              26.36
            ],
            [
              -78.25,
              26.36
            ],
            [
              -78.25,
              26.28
            ],
            [
              -78.24,
              26.27
            ],
            [
              -78.24,
              26.24
            ],
            [
              -78.28,
              26.26
            ],
            [
              -78.32,
              26.26
            ],
            [
              -78.32,
              26.3
            ],
            [
              -78.33,
              26.31
            ],
            [
              -78.34,
              26.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0492,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af57eca30c206e44e6af32f4af7b162c4181d49559d79c0bb463ff9e665290ff"
      },
      "receipt_sha256": "af57eca30c206e44e6af32f4af7b162c4181d49559d79c0bb463ff9e665290ff"
    },
    {
      "storm_id": "196150",
      "lat": 25.5211,
      "lon": -79.8843,
      "motion_east": 1.0,
      "motion_south": -9.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3713.0,
      "ebshear": 10.0,
      "srh01": 18.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0213
        },
        {
          "name": "alignment",
          "value": 0.5566
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0486
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.007293939590454,
        "torsion": 0.0,
        "alignment": 0.5566177368164062,
        "S_field": 0.5294182300567627,
        "Gamma_field": 0.23651449382305145,
        "S_over_Gamma": 2.238417625427246,
        "Da": 14.45091724395752,
        "E_coh": 0.9699689745903015,
        "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": [
          [
            [
              -79.86,
              25.65
            ],
            [
              -79.84,
              25.65
            ],
            [
              -79.81,
              25.62
            ],
            [
              -79.81,
              25.59
            ],
            [
              -79.8,
              25.58
            ],
            [
              -79.8,
              25.56
            ],
            [
              -79.83,
              25.53
            ],
            [
              -79.82,
              25.51
            ],
            [
              -79.82,
              25.44
            ],
            [
              -79.84,
              25.45
            ],
            [
              -79.86,
              25.42
            ],
            [
              -79.86,
              25.4
            ],
            [
              -79.88,
              25.4
            ],
            [
              -79.89,
              25.41
            ],
            [
              -79.95,
              25.4
            ],
            [
              -79.95,
              25.41
            ],
            [
              -79.97,
              25.42
            ],
            [
              -79.97,
              25.43
            ],
            [
              -79.95,
              25.44
            ],
            [
              -79.94,
              25.48
            ],
            [
              -79.91,
              25.52
            ],
            [
              -79.95,
              25.55
            ],
            [
              -79.95,
              25.6
            ],
            [
              -79.94,
              25.61
            ],
            [
              -79.92,
              25.61
            ],
            [
              -79.9,
              25.63
            ],
            [
              -79.88,
              25.63
            ],
            [
              -79.86,
              25.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0486,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0486,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f89c86277e4ea99ee4c7117485ade2b0b8a81199520f8482cfff2d2fe914764"
      },
      "receipt_sha256": "6f89c86277e4ea99ee4c7117485ade2b0b8a81199520f8482cfff2d2fe914764"
    },
    {
      "storm_id": "196350",
      "lat": 41.5089,
      "lon": -98.9067,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1769.0,
      "ebshear": 24.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7713
        },
        {
          "name": "alignment",
          "value": 1.0627
        },
        {
          "name": "tau",
          "value": 0.3057
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 0.3057272732257843,
      "coherence_diagnostics": {
        "tau": 0.3057272732257843,
        "grad_tau": 0.024309802800416946,
        "torsion": 0.0,
        "alignment": 1.0627033710479736,
        "S_field": 0.1807050257921219,
        "Gamma_field": 1.3931810855865479,
        "S_over_Gamma": 0.12970677018165588,
        "Da": 86.26239776611328,
        "E_coh": 0.4713881313800812,
        "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": [
          [
            [
              -98.93,
              41.54
            ],
            [
              -98.87,
              41.54
            ],
            [
              -98.86,
              41.51
            ],
            [
              -98.88,
              41.47
            ],
            [
              -98.91,
              41.47
            ],
            [
              -98.92,
              41.48
            ],
            [
              -98.92,
              41.5
            ],
            [
              -98.94,
              41.53
            ],
            [
              -98.93,
              41.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0406,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcfccb291165e9fe1b6fa839f70070501cf3c7f1421eda0752d2197634f0fd31"
      },
      "receipt_sha256": "dcfccb291165e9fe1b6fa839f70070501cf3c7f1421eda0752d2197634f0fd31"
    },
    {
      "storm_id": "195683",
      "lat": 25.83,
      "lon": -79.4017,
      "motion_east": 3.7,
      "motion_south": -1.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3787.0,
      "ebshear": 12.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7713
        },
        {
          "name": "alignment",
          "value": -0.0742
        },
        {
          "name": "tau",
          "value": 1.0426
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0401
      },
      "coherence_score": 1.0426278114318848,
      "coherence_diagnostics": {
        "tau": 1.0426278114318848,
        "grad_tau": 0.9161086082458496,
        "torsion": 0.0,
        "alignment": -0.07422202825546265,
        "S_field": 0.5400927066802979,
        "Gamma_field": 0.2256811559200287,
        "S_over_Gamma": 2.393167018890381,
        "Da": 13.535560607910156,
        "E_coh": 0.9758590459823608,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.43,
              25.87
            ],
            [
              -79.38,
              25.87
            ],
            [
              -79.37,
              25.86
            ],
            [
              -79.38,
              25.85
            ],
            [
              -79.35,
              25.81
            ],
            [
              -79.35,
              25.8
            ],
            [
              -79.39,
              25.77
            ],
            [
              -79.42,
              25.79
            ],
            [
              -79.45,
              25.79
            ],
            [
              -79.43,
              25.83
            ],
            [
              -79.44,
              25.85
            ],
            [
              -79.43,
              25.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0401,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0401,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0f400676ccb3ec7424a1600313b67a59abfb333418cb0cf858b65f8f7d7c9072"
      },
      "receipt_sha256": "0f400676ccb3ec7424a1600313b67a59abfb333418cb0cf858b65f8f7d7c9072"
    },
    {
      "storm_id": "196262",
      "lat": 41.024,
      "lon": -98.345,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2771.0,
      "ebshear": 23.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0213
        },
        {
          "name": "alignment",
          "value": 2.0116
        },
        {
          "name": "tau",
          "value": 0.3858
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0391
      },
      "coherence_score": 0.3857780694961548,
      "coherence_diagnostics": {
        "tau": 0.3857780694961548,
        "grad_tau": 0.19013948738574982,
        "torsion": 0.0,
        "alignment": 2.0116379261016846,
        "S_field": 0.1158600002527237,
        "Gamma_field": 1.1440144777297974,
        "S_over_Gamma": 0.10127494484186172,
        "Da": 72.19857025146484,
        "E_coh": 0.255398690700531,
        "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": [
          [
            [
              -98.38,
              41.07
            ],
            [
              -98.35,
              41.07
            ],
            [
              -98.31,
              41.05
            ],
            [
              -98.29,
              41.03
            ],
            [
              -98.29,
              40.98
            ],
            [
              -98.31,
              40.96
            ],
            [
              -98.34,
              40.96
            ],
            [
              -98.4,
              41.01
            ],
            [
              -98.4,
              41.04
            ],
            [
              -98.38,
              41.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0391,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0391,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c57913cd11ca3fd902067a38c8d67e281c1146bb4ef84895b7e35d31fc1d945b"
      },
      "receipt_sha256": "c57913cd11ca3fd902067a38c8d67e281c1146bb4ef84895b7e35d31fc1d945b"
    },
    {
      "storm_id": "195807",
      "lat": 41.0693,
      "lon": -98.7407,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2300.0,
      "ebshear": 22.0,
      "srh01": 8.0,
      "maxllaz": 0.005,
      "mesh": 0.5,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7713
        },
        {
          "name": "alignment",
          "value": 1.0627
        },
        {
          "name": "tau",
          "value": 0.3057
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.033
      },
      "coherence_score": 0.3057272732257843,
      "coherence_diagnostics": {
        "tau": 0.3057272732257843,
        "grad_tau": 0.024309802800416946,
        "torsion": 0.0,
        "alignment": 1.0627033710479736,
        "S_field": 0.1807050257921219,
        "Gamma_field": 1.3931810855865479,
        "S_over_Gamma": 0.12970677018165588,
        "Da": 86.26239776611328,
        "E_coh": 0.4713881313800812,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.92,
              41.31
            ],
            [
              -98.88,
              41.29
            ],
            [
              -98.88,
              41.28
            ],
            [
              -98.85,
              41.24
            ],
            [
              -98.85,
              41.22
            ],
            [
              -98.82,
              41.16
            ],
            [
              -98.82,
              41.14
            ],
            [
              -98.78,
              41.1
            ],
            [
              -98.74,
              41.1
            ],
            [
              -98.67,
              41.02
            ],
            [
              -98.59,
              41.03
            ],
            [
              -98.57,
              41.02
            ],
            [
              -98.57,
              41.01
            ],
            [
              -98.53,
              40.98
            ],
            [
              -98.5,
              40.98
            ],
            [
              -98.49,
              40.97
            ],
            [
              -98.48,
              40.98
            ],
            [
              -98.46,
              40.98
            ],
            [
              -98.45,
              40.97
            ],
            [
              -98.43,
              40.97
            ],
            [
              -98.42,
              40.96
            ],
            [
              -98.42,
              40.91
            ],
            [
              -98.47,
              40.87
            ],
            [
              -98.59,
              40.87
            ],
            [
              -98.6,
              40.88
            ],
            [
              -98.62,
              40.88
            ],
            [
              -98.66,
              40.9
            ],
            [
              -98.73,
              40.9
            ],
            [
              -98.79,
              40.93
            ],
            [
              -98.81,
              40.93
            ],
            [
              -98.82,
              40.94
            ],
            [
              -98.82,
              40.96
            ],
            [
              -98.8,
              41.0
            ],
            [
              -98.81,
              41.06
            ],
            [
              -98.84,
              41.09
            ],
            [
              -98.86,
              41.09
            ],
            [
              -98.9,
              41.13
            ],
            [
              -98.92,
              41.14
            ],
            [
              -99.0,
              41.15
            ],
            [
              -99.04,
              41.19
            ],
            [
              -99.04,
              41.23
            ],
            [
              -99.03,
              41.25
            ],
            [
              -98.99,
              41.27
            ],
            [
              -98.96,
              41.3
            ],
            [
              -98.93,
              41.3
            ],
            [
              -98.92,
              41.31
            ]
          ]
        ]
      },
      "raw_probability": 0.033,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "5c7745f7947741734e74872b5decd238bf68345faedd57992950ea16e54a2fef",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.033,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "015dc5d1f11ffc9e82fd07bfbd2aa085c9286f495eecada53d829805b70964a7"
      },
      "receipt_sha256": "015dc5d1f11ffc9e82fd07bfbd2aa085c9286f495eecada53d829805b70964a7"
    },
    {
      "storm_id": "196144",
      "lat": 40.6376,
      "lon": -99.7959,
      "motion_east": 1.3,
      "motion_south": 1.9,
      "valid_time": "20260729_103040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2481.0,
      "ebshear": 22.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.37,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5213
        },
        {
          "name": "alignment",
          "value": 1.8068
        },
        {
          "name": "tau",
          "value": 0.3463
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0324
      },
      "coherence_score": 0.3463204503059387,
      "coherence_diagnostics": {
        "tau": 0.3463204503059387,
        "grad_tau": 0.05421755090355873,
        "torsion": 0.0,
        "alignment": 1.806825876235962,
        "S_field": 0.4238728880882263,
        "Gamma_field": 0.9765145182609558,
        "S_over_Gamma": 0.43406715989112854,
        "Da": 60.98508834838867,
        "E_coh": 0.7021428942680359,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.83,
              40.72
            ],
            [
              -99.78,
              40.72
            ],
            [
              -99.76,
              40.71
            ],
            [
              -99.69,
              40.63
            ],
            [
              -99.69,
              40.59
            ],
            [
              -99.7,
              40.58
            ],
            [
              -99.72,
              40.58
            ],
            [
              -99.73,
              40.59
            ],
            [
              -99.77,
              40.59
            ],
            [
              -99.78,
              40.6
            ],
            [
              -99.82,
              40.6
            ],
            [
              -99.83,
              40.61
            ],
            [
              -99.89,
              40.61
            ],
            [
              -99.91,
              40.63
            ],
            [
              -99.91,
              40.67
            ],
            [
              -99.89,
              40.69
            ],
            [
              -99.83,
              40.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0324,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ef49c7c6255e0640db149eb0d79d1306654590efcd80be2511ee6e43eb1b6b7",
        "input_sha256": "86595e80c3555b86f870a9293cffbe71ecaa7ba3a9438265709015c0db04f155",
        "issued_at": "2026-07-29T10:53:04Z",
        "raw_probability": 0.0324,
        "probability": 0.000842,
        "confidence_lo": 0.000826,
        "confidence_hi": 0.000842,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d6c74f0387d63bb8f5dfac8e71b70fce49da1ed141cb5ed4758f8ef0234e47a"
      },
      "receipt_sha256": "3d6c74f0387d63bb8f5dfac8e71b70fce49da1ed141cb5ed4758f8ef0234e47a"
    }
  ]
}
