{
  "forecast_id": "to_fcst_20260713_1500",
  "hazard": "tornado",
  "issued_at": "2026-07-13T15:00:14Z",
  "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": 139,
  "top_probability": 0.0071,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "924520",
      "lat": 30.2418,
      "lon": -85.7245,
      "motion_east": 8.5,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2161.0,
      "ebshear": 21.0,
      "srh01": 95.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.6238
        },
        {
          "name": "alignment",
          "value": 1.7872
        },
        {
          "name": "tau",
          "value": 2.987
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5264
      },
      "coherence_score": 2.9869651794433594,
      "coherence_diagnostics": {
        "tau": 2.9869651794433594,
        "grad_tau": 0.5747307538986206,
        "torsion": 0.0,
        "alignment": 1.787231683731079,
        "S_field": 0.5335982441902161,
        "Gamma_field": 0.3239807188510895,
        "S_over_Gamma": 1.6470061540603638,
        "Da": 20.19166374206543,
        "E_coh": 0.8189737200737,
        "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": [
          [
            [
              -85.76,
              30.28
            ],
            [
              -85.75,
              30.28
            ],
            [
              -85.72,
              30.25
            ],
            [
              -85.7,
              30.25
            ],
            [
              -85.68,
              30.23
            ],
            [
              -85.68,
              30.21
            ],
            [
              -85.69,
              30.2
            ],
            [
              -85.73,
              30.2
            ],
            [
              -85.75,
              30.22
            ],
            [
              -85.75,
              30.26
            ],
            [
              -85.76,
              30.28
            ]
          ]
        ]
      },
      "raw_probability": 0.5264,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "aa74db26dc5b5cf50f3226e1337d114ea9fa4e1d90fa8c0435f47d970c967bb2",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.5264,
        "probability": 0.007099,
        "confidence_lo": 0.006968,
        "confidence_hi": 0.0071,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f57eda6d01d7332994e90c44bedf7b80a214bbe4ffe37baf4593511151c0f3d1"
      },
      "receipt_sha256": "f57eda6d01d7332994e90c44bedf7b80a214bbe4ffe37baf4593511151c0f3d1"
    },
    {
      "storm_id": "923885",
      "lat": 29.6986,
      "lon": -85.065,
      "motion_east": 7.8,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3360.0,
      "ebshear": 15.0,
      "srh01": 93.0,
      "maxllaz": 0.007,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2488
        },
        {
          "name": "alignment",
          "value": -3.5837
        },
        {
          "name": "tau",
          "value": 3.9161
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5262
      },
      "coherence_score": 3.9160730838775635,
      "coherence_diagnostics": {
        "tau": 3.9160730838775635,
        "grad_tau": 0.44570520520210266,
        "torsion": 0.0,
        "alignment": -3.5837090015411377,
        "S_field": 1.3934460878372192,
        "Gamma_field": 0.2106473743915558,
        "S_over_Gamma": 6.615065097808838,
        "Da": 12.692481994628906,
        "E_coh": 0.9534598588943481,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.16,
              29.76
            ],
            [
              -85.0,
              29.76
            ],
            [
              -84.96,
              29.72
            ],
            [
              -84.96,
              29.69
            ],
            [
              -84.97,
              29.67
            ],
            [
              -85.0,
              29.65
            ],
            [
              -85.02,
              29.65
            ],
            [
              -85.03,
              29.66
            ],
            [
              -85.07,
              29.66
            ],
            [
              -85.08,
              29.67
            ],
            [
              -85.12,
              29.67
            ],
            [
              -85.19,
              29.72
            ],
            [
              -85.19,
              29.74
            ],
            [
              -85.16,
              29.76
            ]
          ]
        ]
      },
      "raw_probability": 0.5262,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "948c25281ace185cc3b7e49bca9cc3672afd21df988f5ef0286454e76a808edb",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.5262,
        "probability": 0.007099,
        "confidence_lo": 0.006968,
        "confidence_hi": 0.0071,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c457c88ed0127961de74071a03c5f405b318fd85c9964639516730f548e0d19f"
      },
      "receipt_sha256": "c457c88ed0127961de74071a03c5f405b318fd85c9964639516730f548e0d19f"
    },
    {
      "storm_id": "924051",
      "lat": 29.4526,
      "lon": -88.4081,
      "motion_east": 7.1,
      "motion_south": 2.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2472.0,
      "ebshear": 16.0,
      "srh01": 77.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.6238
        },
        {
          "name": "alignment",
          "value": -7.689
        },
        {
          "name": "tau",
          "value": 2.8832
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5075
      },
      "coherence_score": 2.883211135864258,
      "coherence_diagnostics": {
        "tau": 2.883211135864258,
        "grad_tau": 0.8432412147521973,
        "torsion": 0.0,
        "alignment": -7.689008712768555,
        "S_field": 0.7736549973487854,
        "Gamma_field": 0.22148071229457855,
        "S_over_Gamma": 3.493103265762329,
        "Da": 13.929842948913574,
        "E_coh": 0.8316575288772583,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.29,
              29.58
            ],
            [
              -88.24,
              29.58
            ],
            [
              -88.23,
              29.57
            ],
            [
              -88.23,
              29.53
            ],
            [
              -88.25,
              29.51
            ],
            [
              -88.27,
              29.52
            ],
            [
              -88.33,
              29.45
            ],
            [
              -88.37,
              29.44
            ],
            [
              -88.39,
              29.42
            ],
            [
              -88.41,
              29.42
            ],
            [
              -88.43,
              29.4
            ],
            [
              -88.41,
              29.38
            ],
            [
              -88.41,
              29.37
            ],
            [
              -88.43,
              29.37
            ],
            [
              -88.44,
              29.36
            ],
            [
              -88.5,
              29.36
            ],
            [
              -88.51,
              29.35
            ],
            [
              -88.57,
              29.35
            ],
            [
              -88.59,
              29.36
            ],
            [
              -88.6,
              29.38
            ],
            [
              -88.6,
              29.41
            ],
            [
              -88.59,
              29.43
            ],
            [
              -88.57,
              29.44
            ],
            [
              -88.42,
              29.44
            ],
            [
              -88.39,
              29.47
            ],
            [
              -88.4,
              29.48
            ],
            [
              -88.4,
              29.5
            ],
            [
              -88.38,
              29.52
            ],
            [
              -88.38,
              29.53
            ],
            [
              -88.33,
              29.53
            ],
            [
              -88.29,
              29.58
            ]
          ]
        ]
      },
      "raw_probability": 0.5075,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2c547d0668f66a5a9a2ef77b986ef56c8b755e5ef885eb52234bbd873c458b23",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.5075,
        "probability": 0.007099,
        "confidence_lo": 0.006968,
        "confidence_hi": 0.0071,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb7612d3fbdda223752020f5997920e978049b7b1f98931eacb1c7ccde761a30"
      },
      "receipt_sha256": "eb7612d3fbdda223752020f5997920e978049b7b1f98931eacb1c7ccde761a30"
    },
    {
      "storm_id": "924145",
      "lat": 29.7572,
      "lon": -88.2067,
      "motion_east": 7.2,
      "motion_south": 2.7,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1475.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -6.3153
        },
        {
          "name": "tau",
          "value": 2.6138
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5024
      },
      "coherence_score": 2.6138408184051514,
      "coherence_diagnostics": {
        "tau": 2.6138408184051514,
        "grad_tau": 0.8419653177261353,
        "torsion": 0.0,
        "alignment": -6.315291404724121,
        "S_field": 0.5063362717628479,
        "Gamma_field": 0.5889807343482971,
        "S_over_Gamma": 0.8596822023391724,
        "Da": 39.97755432128906,
        "E_coh": 0.8655419945716858,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.24,
              29.85
            ],
            [
              -88.19,
              29.85
            ],
            [
              -88.18,
              29.84
            ],
            [
              -88.16,
              29.84
            ],
            [
              -88.12,
              29.8
            ],
            [
              -88.13,
              29.76
            ],
            [
              -88.14,
              29.75
            ],
            [
              -88.14,
              29.69
            ],
            [
              -88.15,
              29.68
            ],
            [
              -88.15,
              29.66
            ],
            [
              -88.22,
              29.66
            ],
            [
              -88.24,
              29.68
            ],
            [
              -88.25,
              29.68
            ],
            [
              -88.29,
              29.72
            ],
            [
              -88.3,
              29.74
            ],
            [
              -88.3,
              29.77
            ],
            [
              -88.28,
              29.81
            ],
            [
              -88.24,
              29.85
            ]
          ]
        ]
      },
      "raw_probability": 0.5024,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "24f45ecce64e9d48c2a1fb10b985b3c682e031258ffbb961982c1ff1ac576626",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.5024,
        "probability": 0.007099,
        "confidence_lo": 0.006968,
        "confidence_hi": 0.0071,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "065074335567009b756e76f3785b1938b22225857bb4e252b50a18c3ece5ec67"
      },
      "receipt_sha256": "065074335567009b756e76f3785b1938b22225857bb4e252b50a18c3ece5ec67"
    },
    {
      "storm_id": "924425",
      "lat": 30.1905,
      "lon": -91.8095,
      "motion_east": 3.7,
      "motion_south": 3.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1286.0,
      "ebshear": 14.0,
      "srh01": 68.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1238
        },
        {
          "name": "alignment",
          "value": -5.0433
        },
        {
          "name": "tau",
          "value": 2.8587
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4266
      },
      "coherence_score": 2.8586549758911133,
      "coherence_diagnostics": {
        "tau": 2.8586549758911133,
        "grad_tau": 0.5138804316520691,
        "torsion": 0.0,
        "alignment": -5.043271064758301,
        "S_field": 0.8406692743301392,
        "Gamma_field": 0.173980712890625,
        "S_over_Gamma": 4.831968307495117,
        "Da": 11.331908226013184,
        "E_coh": 0.9291344285011292,
        "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": [
          [
            [
              -91.87,
              30.26
            ],
            [
              -91.86,
              30.25
            ],
            [
              -91.82,
              30.25
            ],
            [
              -91.81,
              30.24
            ],
            [
              -91.79,
              30.24
            ],
            [
              -91.72,
              30.2
            ],
            [
              -91.69,
              30.17
            ],
            [
              -91.68,
              30.12
            ],
            [
              -91.7,
              30.11
            ],
            [
              -91.71,
              30.12
            ],
            [
              -91.75,
              30.12
            ],
            [
              -91.76,
              30.13
            ],
            [
              -91.82,
              30.13
            ],
            [
              -91.88,
              30.16
            ],
            [
              -91.91,
              30.19
            ],
            [
              -91.91,
              30.21
            ],
            [
              -91.92,
              30.22
            ],
            [
              -91.91,
              30.24
            ],
            [
              -91.87,
              30.26
            ]
          ]
        ]
      },
      "raw_probability": 0.4266,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "fcdf2f8d1e912b4f0589ea152827c6141ff6ea2e1851c2d85540cb4b1c6dbd78",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.4266,
        "probability": 0.007099,
        "confidence_lo": 0.006968,
        "confidence_hi": 0.0071,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e382d6df56c039784fbbf6077ab75f0d00632b5e60671f20daba2eba7c72aec9"
      },
      "receipt_sha256": "e382d6df56c039784fbbf6077ab75f0d00632b5e60671f20daba2eba7c72aec9"
    },
    {
      "storm_id": "924149",
      "lat": 29.2517,
      "lon": -90.5557,
      "motion_east": 5.5,
      "motion_south": 2.5,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2117.0,
      "ebshear": 30.0,
      "srh01": 98.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4988
        },
        {
          "name": "alignment",
          "value": -4.0283
        },
        {
          "name": "tau",
          "value": 3.6008
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3981
      },
      "coherence_score": 3.600788116455078,
      "coherence_diagnostics": {
        "tau": 3.600788116455078,
        "grad_tau": 0.31817254424095154,
        "torsion": 0.0,
        "alignment": -4.028285503387451,
        "S_field": 1.017051339149475,
        "Gamma_field": 0.2414807230234146,
        "S_over_Gamma": 4.211729049682617,
        "Da": 15.701591491699219,
        "E_coh": 0.9499778151512146,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.49,
              29.38
            ],
            [
              -90.47,
              29.36
            ],
            [
              -90.46,
              29.33
            ],
            [
              -90.47,
              29.32
            ],
            [
              -90.47,
              29.3
            ],
            [
              -90.5,
              29.27
            ],
            [
              -90.51,
              29.27
            ],
            [
              -90.53,
              29.24
            ],
            [
              -90.53,
              29.17
            ],
            [
              -90.55,
              29.13
            ],
            [
              -90.59,
              29.12
            ],
            [
              -90.6,
              29.11
            ],
            [
              -90.65,
              29.11
            ],
            [
              -90.67,
              29.13
            ],
            [
              -90.68,
              29.13
            ],
            [
              -90.68,
              29.18
            ],
            [
              -90.62,
              29.25
            ],
            [
              -90.62,
              29.26
            ],
            [
              -90.57,
              29.31
            ],
            [
              -90.57,
              29.33
            ],
            [
              -90.55,
              29.35
            ],
            [
              -90.51,
              29.36
            ],
            [
              -90.49,
              29.38
            ]
          ]
        ]
      },
      "raw_probability": 0.3981,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "17e78322ae1fd7f612658dae865025c8d41cb6a9fe4e34574c071c62b6a2d10b",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3981,
        "probability": 0.006969,
        "confidence_lo": 0.006452,
        "confidence_hi": 0.006973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5d35f27e16d5841e153e2f5220d7445d8fcc220ad0e9a10abea08d9970a5e80"
      },
      "receipt_sha256": "e5d35f27e16d5841e153e2f5220d7445d8fcc220ad0e9a10abea08d9970a5e80"
    },
    {
      "storm_id": "924430",
      "lat": 29.0067,
      "lon": -90.9067,
      "motion_east": 5.0,
      "motion_south": 2.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2223.0,
      "ebshear": 22.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4988
        },
        {
          "name": "alignment",
          "value": -4.0283
        },
        {
          "name": "tau",
          "value": 3.6008
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3945
      },
      "coherence_score": 3.600788116455078,
      "coherence_diagnostics": {
        "tau": 3.600788116455078,
        "grad_tau": 0.31817254424095154,
        "torsion": 0.0,
        "alignment": -4.028285503387451,
        "S_field": 1.017051339149475,
        "Gamma_field": 0.2414807230234146,
        "S_over_Gamma": 4.211729049682617,
        "Da": 15.701591491699219,
        "E_coh": 0.9499778151512146,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.93,
              29.05
            ],
            [
              -90.89,
              29.05
            ],
            [
              -90.86,
              29.02
            ],
            [
              -90.86,
              28.97
            ],
            [
              -90.87,
              28.96
            ],
            [
              -90.92,
              28.96
            ],
            [
              -90.95,
              28.99
            ],
            [
              -90.95,
              29.01
            ],
            [
              -90.93,
              29.05
            ]
          ]
        ]
      },
      "raw_probability": 0.3945,
      "confidence_lo": 0.0065,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ea70ebfd2eaa70e463590533f2bf1078640b2dd9980262bf90536751c655646c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3945,
        "probability": 0.006969,
        "confidence_lo": 0.006452,
        "confidence_hi": 0.006973,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f970898aa7b21cb90081fa593e00fea579990402e31bd278e15f35a1f1ad343"
      },
      "receipt_sha256": "8f970898aa7b21cb90081fa593e00fea579990402e31bd278e15f35a1f1ad343"
    },
    {
      "storm_id": "924417",
      "lat": 30.726,
      "lon": -84.034,
      "motion_east": 7.2,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2261.0,
      "ebshear": 15.0,
      "srh01": 59.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4988
        },
        {
          "name": "alignment",
          "value": -4.7719
        },
        {
          "name": "tau",
          "value": 3.469
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3922
      },
      "coherence_score": 3.4689900875091553,
      "coherence_diagnostics": {
        "tau": 3.4689900875091553,
        "grad_tau": 0.5123350620269775,
        "torsion": 0.0,
        "alignment": -4.771853923797607,
        "S_field": 0.4436212182044983,
        "Gamma_field": 0.20731404423713684,
        "S_over_Gamma": 2.1398513317108154,
        "Da": 11.186226844787598,
        "E_coh": 0.6718462705612183,
        "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": [
          [
            [
              -84.06,
              30.77
            ],
            [
              -84.02,
              30.77
            ],
            [
              -84.0,
              30.75
            ],
            [
              -83.99,
              30.73
            ],
            [
              -83.99,
              30.69
            ],
            [
              -84.01,
              30.67
            ],
            [
              -84.05,
              30.67
            ],
            [
              -84.08,
              30.69
            ],
            [
              -84.08,
              30.75
            ],
            [
              -84.06,
              30.77
            ]
          ]
        ]
      },
      "raw_probability": 0.3922,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "09ce971d64ee5ee71a6824f66c4234926d1ff30bad6ebb5bb160332f325a8e04",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3922,
        "probability": 0.006649,
        "confidence_lo": 0.003538,
        "confidence_hi": 0.00667,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be6ce54c0192ab854ab403208fd2f6054692e6ff57adb0c22fd1df85ddc0faf8"
      },
      "receipt_sha256": "be6ce54c0192ab854ab403208fd2f6054692e6ff57adb0c22fd1df85ddc0faf8"
    },
    {
      "storm_id": "924275",
      "lat": 29.6385,
      "lon": -84.6085,
      "motion_east": 7.0,
      "motion_south": 1.6,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0048,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3023.0,
      "ebshear": 14.0,
      "srh01": 67.0,
      "maxllaz": 0.007,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2488
        },
        {
          "name": "alignment",
          "value": -3.5837
        },
        {
          "name": "tau",
          "value": 3.9161
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.386
      },
      "coherence_score": 3.9160730838775635,
      "coherence_diagnostics": {
        "tau": 3.9160730838775635,
        "grad_tau": 0.44570520520210266,
        "torsion": 0.0,
        "alignment": -3.5837090015411377,
        "S_field": 1.3934460878372192,
        "Gamma_field": 0.2106473743915558,
        "S_over_Gamma": 6.615065097808838,
        "Da": 12.692481994628906,
        "E_coh": 0.9534598588943481,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.56,
              29.7
            ],
            [
              -84.52,
              29.68
            ],
            [
              -84.53,
              29.67
            ],
            [
              -84.54,
              29.61
            ],
            [
              -84.57,
              29.58
            ],
            [
              -84.59,
              29.57
            ],
            [
              -84.71,
              29.57
            ],
            [
              -84.72,
              29.58
            ],
            [
              -84.72,
              29.62
            ],
            [
              -84.69,
              29.65
            ],
            [
              -84.63,
              29.68
            ],
            [
              -84.57,
              29.69
            ],
            [
              -84.56,
              29.7
            ]
          ]
        ]
      },
      "raw_probability": 0.386,
      "confidence_lo": 0.0035,
      "confidence_hi": 0.0048,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "7e48b27212c7f15839f25fd3c8b0b318d221a748b00b90c6a67e21ee5a86017a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.386,
        "probability": 0.004794,
        "confidence_lo": 0.003538,
        "confidence_hi": 0.0048,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80754a4d76b17bde0dc97d41b77e48c22ab3bb38abbb9e2ec6fd93b6163514cb"
      },
      "receipt_sha256": "80754a4d76b17bde0dc97d41b77e48c22ab3bb38abbb9e2ec6fd93b6163514cb"
    },
    {
      "storm_id": "924019",
      "lat": 30.0635,
      "lon": -91.4073,
      "motion_east": 3.8,
      "motion_south": 3.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0042,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1539.0,
      "ebshear": 19.0,
      "srh01": 69.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1238
        },
        {
          "name": "alignment",
          "value": -5.0433
        },
        {
          "name": "tau",
          "value": 2.8587
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3803
      },
      "coherence_score": 2.8586549758911133,
      "coherence_diagnostics": {
        "tau": 2.8586549758911133,
        "grad_tau": 0.5138804316520691,
        "torsion": 0.0,
        "alignment": -5.043271064758301,
        "S_field": 0.8406692743301392,
        "Gamma_field": 0.173980712890625,
        "S_over_Gamma": 4.831968307495117,
        "Da": 11.331908226013184,
        "E_coh": 0.9291344285011292,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.54,
              30.23
            ],
            [
              -91.49,
              30.23
            ],
            [
              -91.44,
              30.19
            ],
            [
              -91.43,
              30.21
            ],
            [
              -91.41,
              30.22
            ],
            [
              -91.4,
              30.21
            ],
            [
              -91.37,
              30.21
            ],
            [
              -91.36,
              30.19
            ],
            [
              -91.31,
              30.15
            ],
            [
              -91.23,
              30.15
            ],
            [
              -91.21,
              30.14
            ],
            [
              -91.21,
              30.09
            ],
            [
              -91.23,
              30.07
            ],
            [
              -91.23,
              30.05
            ],
            [
              -91.24,
              30.04
            ],
            [
              -91.24,
              29.98
            ],
            [
              -91.23,
              29.97
            ],
            [
              -91.24,
              29.96
            ],
            [
              -91.23,
              29.95
            ],
            [
              -91.23,
              29.87
            ],
            [
              -91.25,
              29.83
            ],
            [
              -91.29,
              29.82
            ],
            [
              -91.3,
              29.81
            ],
            [
              -91.33,
              29.81
            ],
            [
              -91.37,
              29.83
            ],
            [
              -91.36,
              29.87
            ],
            [
              -91.39,
              29.93
            ],
            [
              -91.41,
              29.95
            ],
            [
              -91.41,
              29.98
            ],
            [
              -91.43,
              30.01
            ],
            [
              -91.43,
              30.04
            ],
            [
              -91.42,
              30.05
            ],
            [
              -91.43,
              30.09
            ],
            [
              -91.42,
              30.09
            ],
            [
              -91.4,
              30.11
            ],
            [
              -91.4,
              30.13
            ],
            [
              -91.42,
              30.15
            ],
            [
              -91.46,
              30.1
            ],
            [
              -91.48,
              30.1
            ],
            [
              -91.49,
              30.11
            ],
            [
              -91.54,
              30.11
            ],
            [
              -91.57,
              30.05
            ],
            [
              -91.61,
              30.05
            ],
            [
              -91.62,
              30.06
            ],
            [
              -91.63,
              30.1
            ],
            [
              -91.65,
              30.11
            ],
            [
              -91.65,
              30.13
            ],
            [
              -91.61,
              30.14
            ],
            [
              -91.6,
              30.15
            ],
            [
              -91.59,
              30.19
            ],
            [
              -91.54,
              30.23
            ]
          ]
        ]
      },
      "raw_probability": 0.3803,
      "confidence_lo": 0.0034,
      "confidence_hi": 0.0042,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ab98014960aabf026027a6bd21f2cb9ace996e57c6e7749b5425ab97277bad7b",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3803,
        "probability": 0.004241,
        "confidence_lo": 0.003401,
        "confidence_hi": 0.004244,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "728cfa86647fb5e43438d395c761a0f8295533966eb50e07ad0fe1618f739987"
      },
      "receipt_sha256": "728cfa86647fb5e43438d395c761a0f8295533966eb50e07ad0fe1618f739987"
    },
    {
      "storm_id": "924405",
      "lat": 30.48,
      "lon": -92.5627,
      "motion_east": 2.7,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1558.0,
      "ebshear": 12.0,
      "srh01": 69.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.4988
        },
        {
          "name": "alignment",
          "value": -5.1203
        },
        {
          "name": "tau",
          "value": 2.8139
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3496
      },
      "coherence_score": 2.8139352798461914,
      "coherence_diagnostics": {
        "tau": 2.8139352798461914,
        "grad_tau": 0.5270655155181885,
        "torsion": 0.0,
        "alignment": -5.120274066925049,
        "S_field": 0.7636793851852417,
        "Gamma_field": 0.16064737737178802,
        "S_over_Gamma": 4.7537617683410645,
        "Da": 10.329456329345703,
        "E_coh": 0.8960229754447937,
        "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": [
          [
            [
              -92.62,
              30.52
            ],
            [
              -92.56,
              30.52
            ],
            [
              -92.54,
              30.51
            ],
            [
              -92.53,
              30.48
            ],
            [
              -92.51,
              30.46
            ],
            [
              -92.5,
              30.46
            ],
            [
              -92.5,
              30.43
            ],
            [
              -92.55,
              30.4
            ],
            [
              -92.63,
              30.47
            ],
            [
              -92.63,
              30.51
            ],
            [
              -92.62,
              30.52
            ]
          ]
        ]
      },
      "raw_probability": 0.3496,
      "confidence_lo": 0.0034,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "040d5022d37ea1b6330fd88ee4e051b532f4ad15c496229eb25694ec72df020c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3496,
        "probability": 0.003518,
        "confidence_lo": 0.003401,
        "confidence_hi": 0.003518,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9adcbe30f69ae0311911a56310fd42047aecb54c491464babb13663399d4e06"
      },
      "receipt_sha256": "b9adcbe30f69ae0311911a56310fd42047aecb54c491464babb13663399d4e06"
    },
    {
      "storm_id": "923770",
      "lat": 30.3522,
      "lon": -92.2361,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1434.0,
      "ebshear": 14.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.4988
        },
        {
          "name": "alignment",
          "value": -5.1203
        },
        {
          "name": "tau",
          "value": 2.8139
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3442
      },
      "coherence_score": 2.8139352798461914,
      "coherence_diagnostics": {
        "tau": 2.8139352798461914,
        "grad_tau": 0.5270655155181885,
        "torsion": 0.0,
        "alignment": -5.120274066925049,
        "S_field": 0.7636793851852417,
        "Gamma_field": 0.16064737737178802,
        "S_over_Gamma": 4.7537617683410645,
        "Da": 10.329456329345703,
        "E_coh": 0.8960229754447937,
        "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": [
          [
            [
              -92.29,
              30.42
            ],
            [
              -92.27,
              30.42
            ],
            [
              -92.25,
              30.4
            ],
            [
              -92.23,
              30.41
            ],
            [
              -92.21,
              30.4
            ],
            [
              -92.2,
              30.36
            ],
            [
              -92.18,
              30.33
            ],
            [
              -92.19,
              30.32
            ],
            [
              -92.18,
              30.31
            ],
            [
              -92.18,
              30.29
            ],
            [
              -92.19,
              30.28
            ],
            [
              -92.21,
              30.27
            ],
            [
              -92.27,
              30.3
            ],
            [
              -92.27,
              30.32
            ],
            [
              -92.28,
              30.33
            ],
            [
              -92.27,
              30.37
            ],
            [
              -92.29,
              30.39
            ],
            [
              -92.29,
              30.42
            ]
          ]
        ]
      },
      "raw_probability": 0.3442,
      "confidence_lo": 0.0034,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "98d31474c6e69de63f3524e5d6ce9d7e879f9eafbc10f4a174c58413a5b0a47e",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3442,
        "probability": 0.003518,
        "confidence_lo": 0.003401,
        "confidence_hi": 0.003518,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "767f00f420c2fb386106646d880a1db7ce1ed3ad671fdfea0d781e365a1533f6"
      },
      "receipt_sha256": "767f00f420c2fb386106646d880a1db7ce1ed3ad671fdfea0d781e365a1533f6"
    },
    {
      "storm_id": "924522",
      "lat": 29.7825,
      "lon": -91.49,
      "motion_east": 3.8,
      "motion_south": 3.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 957.0,
      "ebshear": 19.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3738
        },
        {
          "name": "alignment",
          "value": -3.262
        },
        {
          "name": "tau",
          "value": 3.324
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3203
      },
      "coherence_score": 3.3239619731903076,
      "coherence_diagnostics": {
        "tau": 3.3239619731903076,
        "grad_tau": 0.319446861743927,
        "torsion": 0.0,
        "alignment": -3.262009859085083,
        "S_field": 1.1279491186141968,
        "Gamma_field": 0.1881473809480667,
        "S_over_Gamma": 5.995029449462891,
        "Da": 12.054245948791504,
        "E_coh": 0.9426828026771545,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.51,
              29.84
            ],
            [
              -91.49,
              29.84
            ],
            [
              -91.48,
              29.83
            ],
            [
              -91.44,
              29.83
            ],
            [
              -91.41,
              29.79
            ],
            [
              -91.42,
              29.76
            ],
            [
              -91.48,
              29.7
            ],
            [
              -91.51,
              29.7
            ],
            [
              -91.53,
              29.71
            ],
            [
              -91.55,
              29.74
            ],
            [
              -91.55,
              29.81
            ],
            [
              -91.51,
              29.84
            ]
          ]
        ]
      },
      "raw_probability": 0.3203,
      "confidence_lo": 0.0034,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "fd983a4b56395a9b56140ea013d6392dc4ef62772dd97a8103a1937efdad9681",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3203,
        "probability": 0.003518,
        "confidence_lo": 0.003401,
        "confidence_hi": 0.003518,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb52326c7e47789999978c4145ef67fca7831a06b609bfe974e5113a95b546d6"
      },
      "receipt_sha256": "bb52326c7e47789999978c4145ef67fca7831a06b609bfe974e5113a95b546d6"
    },
    {
      "storm_id": "924259",
      "lat": 29.9176,
      "lon": -85.4765,
      "motion_east": 8.5,
      "motion_south": -3.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3092.0,
      "ebshear": 23.0,
      "srh01": 41.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2488
        },
        {
          "name": "alignment",
          "value": -3.5837
        },
        {
          "name": "tau",
          "value": 3.9161
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3091
      },
      "coherence_score": 3.9160730838775635,
      "coherence_diagnostics": {
        "tau": 3.9160730838775635,
        "grad_tau": 0.44570520520210266,
        "torsion": 0.0,
        "alignment": -3.5837090015411377,
        "S_field": 1.3934460878372192,
        "Gamma_field": 0.2106473743915558,
        "S_over_Gamma": 6.615065097808838,
        "Da": 12.692481994628906,
        "E_coh": 0.9534598588943481,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.56,
              30.09
            ],
            [
              -85.5,
              30.09
            ],
            [
              -85.48,
              30.07
            ],
            [
              -85.45,
              30.07
            ],
            [
              -85.44,
              30.06
            ],
            [
              -85.42,
              30.07
            ],
            [
              -85.39,
              30.07
            ],
            [
              -85.38,
              30.06
            ],
            [
              -85.37,
              30.0
            ],
            [
              -85.4,
              29.97
            ],
            [
              -85.4,
              29.93
            ],
            [
              -85.44,
              29.88
            ],
            [
              -85.44,
              29.86
            ],
            [
              -85.45,
              29.85
            ],
            [
              -85.45,
              29.84
            ],
            [
              -85.43,
              29.82
            ],
            [
              -85.41,
              29.82
            ],
            [
              -85.39,
              29.8
            ],
            [
              -85.39,
              29.76
            ],
            [
              -85.41,
              29.74
            ],
            [
              -85.45,
              29.74
            ],
            [
              -85.46,
              29.75
            ],
            [
              -85.46,
              29.77
            ],
            [
              -85.48,
              29.81
            ],
            [
              -85.5,
              29.83
            ],
            [
              -85.52,
              29.83
            ],
            [
              -85.56,
              29.87
            ],
            [
              -85.58,
              29.88
            ],
            [
              -85.61,
              29.88
            ],
            [
              -85.63,
              29.9
            ],
            [
              -85.63,
              29.94
            ],
            [
              -85.58,
              30.0
            ],
            [
              -85.58,
              30.06
            ],
            [
              -85.56,
              30.09
            ]
          ]
        ]
      },
      "raw_probability": 0.3091,
      "confidence_lo": 0.0034,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "08351f61fab30db7512d4a75ad1892b9d823662edbf9f6daf01f0f521ec070a7",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.3091,
        "probability": 0.003518,
        "confidence_lo": 0.003401,
        "confidence_hi": 0.003518,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7578cc2846b92688b13c5b5d3cdadb32ac16ee8a6b2c0f306e810769213e5bfd"
      },
      "receipt_sha256": "7578cc2846b92688b13c5b5d3cdadb32ac16ee8a6b2c0f306e810769213e5bfd"
    },
    {
      "storm_id": "924147",
      "lat": 29.5276,
      "lon": -90.36,
      "motion_east": 5.5,
      "motion_south": 2.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1461.0,
      "ebshear": 29.0,
      "srh01": 56.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.1238
        },
        {
          "name": "alignment",
          "value": -3.6093
        },
        {
          "name": "tau",
          "value": 3.241
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.293
      },
      "coherence_score": 3.2410454750061035,
      "coherence_diagnostics": {
        "tau": 3.2410454750061035,
        "grad_tau": 0.48842304944992065,
        "torsion": 0.0,
        "alignment": -3.6093106269836426,
        "S_field": 1.0416220426559448,
        "Gamma_field": 0.26064738631248474,
        "S_over_Gamma": 3.9962880611419678,
        "Da": 16.92275047302246,
        "E_coh": 0.9664515256881714,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.36,
              29.67
            ],
            [
              -90.31,
              29.67
            ],
            [
              -90.27,
              29.63
            ],
            [
              -90.27,
              29.61
            ],
            [
              -90.26,
              29.6
            ],
            [
              -90.26,
              29.56
            ],
            [
              -90.27,
              29.55
            ],
            [
              -90.27,
              29.45
            ],
            [
              -90.35,
              29.39
            ],
            [
              -90.42,
              29.39
            ],
            [
              -90.43,
              29.4
            ],
            [
              -90.45,
              29.4
            ],
            [
              -90.45,
              29.43
            ],
            [
              -90.44,
              29.44
            ],
            [
              -90.44,
              29.46
            ],
            [
              -90.41,
              29.49
            ],
            [
              -90.41,
              29.5
            ],
            [
              -90.37,
              29.55
            ],
            [
              -90.38,
              29.57
            ],
            [
              -90.38,
              29.65
            ],
            [
              -90.36,
              29.67
            ]
          ]
        ]
      },
      "raw_probability": 0.293,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0034,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "853f7b12a65aeb8f59640b3e19299bade853e1ecb7bbc23587b1141265ac943c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.293,
        "probability": 0.003447,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.003449,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb9925655a6a4d2f243325f6a3c0993b4c039c08416ac61695887f07c17511d6"
      },
      "receipt_sha256": "fb9925655a6a4d2f243325f6a3c0993b4c039c08416ac61695887f07c17511d6"
    },
    {
      "storm_id": "924422",
      "lat": 30.2758,
      "lon": -83.6909,
      "motion_east": 9.0,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2373.0,
      "ebshear": 11.0,
      "srh01": 51.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4988
        },
        {
          "name": "alignment",
          "value": -4.7719
        },
        {
          "name": "tau",
          "value": 3.469
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2897
      },
      "coherence_score": 3.4689900875091553,
      "coherence_diagnostics": {
        "tau": 3.4689900875091553,
        "grad_tau": 0.5123350620269775,
        "torsion": 0.0,
        "alignment": -4.771853923797607,
        "S_field": 0.4436212182044983,
        "Gamma_field": 0.20731404423713684,
        "S_over_Gamma": 2.1398513317108154,
        "Da": 11.186226844787598,
        "E_coh": 0.6718462705612183,
        "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": [
          [
            [
              -83.72,
              30.51
            ],
            [
              -83.69,
              30.51
            ],
            [
              -83.67,
              30.49
            ],
            [
              -83.64,
              30.48
            ],
            [
              -83.64,
              30.46
            ],
            [
              -83.63,
              30.45
            ],
            [
              -83.63,
              30.43
            ],
            [
              -83.64,
              30.42
            ],
            [
              -83.64,
              30.36
            ],
            [
              -83.66,
              30.34
            ],
            [
              -83.66,
              30.32
            ],
            [
              -83.64,
              30.3
            ],
            [
              -83.62,
              30.26
            ],
            [
              -83.62,
              30.12
            ],
            [
              -83.63,
              30.11
            ],
            [
              -83.63,
              30.09
            ],
            [
              -83.69,
              30.03
            ],
            [
              -83.69,
              30.01
            ],
            [
              -83.71,
              29.99
            ],
            [
              -83.75,
              29.99
            ],
            [
              -83.76,
              30.0
            ],
            [
              -83.76,
              30.06
            ],
            [
              -83.73,
              30.1
            ],
            [
              -83.73,
              30.16
            ],
            [
              -83.75,
              30.19
            ],
            [
              -83.75,
              30.25
            ],
            [
              -83.73,
              30.28
            ],
            [
              -83.73,
              30.3
            ],
            [
              -83.71,
              30.32
            ],
            [
              -83.71,
              30.34
            ],
            [
              -83.76,
              30.44
            ],
            [
              -83.76,
              30.48
            ],
            [
              -83.72,
              30.51
            ]
          ]
        ]
      },
      "raw_probability": 0.2897,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0034,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "b2e3e0cc30b16aa48323114f2b4933b17c9fc2b619a3d4e5721eb4febbd57bf2",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2897,
        "probability": 0.003433,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.003435,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88be905cdc9d3635144ec1d190abe03f040230d5cb79f6d23ab30c09b7bb47a2"
      },
      "receipt_sha256": "88be905cdc9d3635144ec1d190abe03f040230d5cb79f6d23ab30c09b7bb47a2"
    },
    {
      "storm_id": "924424",
      "lat": 30.3089,
      "lon": -91.1067,
      "motion_east": 3.7,
      "motion_south": 2.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 951.0,
      "ebshear": 15.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.2488
        },
        {
          "name": "alignment",
          "value": -6.7033
        },
        {
          "name": "tau",
          "value": 2.6353
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2877
      },
      "coherence_score": 2.6352505683898926,
      "coherence_diagnostics": {
        "tau": 2.6352505683898926,
        "grad_tau": 0.5200393795967102,
        "torsion": 0.0,
        "alignment": -6.703297138214111,
        "S_field": 0.6109124422073364,
        "Gamma_field": 0.36981406807899475,
        "S_over_Gamma": 1.651944875717163,
        "Da": 23.835054397583008,
        "E_coh": 0.7705991268157959,
        "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": [
          [
            [
              -91.14,
              30.34
            ],
            [
              -91.06,
              30.34
            ],
            [
              -91.05,
              30.33
            ],
            [
              -91.05,
              30.28
            ],
            [
              -91.06,
              30.27
            ],
            [
              -91.14,
              30.27
            ],
            [
              -91.16,
              30.28
            ],
            [
              -91.16,
              30.33
            ],
            [
              -91.14,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.2877,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "7b608e31200e9a0ce41f9fbd53ad27730cb8e0827e5cd894f2d79b072460f5ef",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2877,
        "probability": 0.002927,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.002928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "444c2b57ae0437cce42a9dc127da4f6b875795837d13d06ccd04e924b9ea022e"
      },
      "receipt_sha256": "444c2b57ae0437cce42a9dc127da4f6b875795837d13d06ccd04e924b9ea022e"
    },
    {
      "storm_id": "924508",
      "lat": 30.5955,
      "lon": -83.88,
      "motion_east": 8.5,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2484.0,
      "ebshear": 15.0,
      "srh01": 48.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4988
        },
        {
          "name": "alignment",
          "value": -4.7719
        },
        {
          "name": "tau",
          "value": 3.469
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2871
      },
      "coherence_score": 3.4689900875091553,
      "coherence_diagnostics": {
        "tau": 3.4689900875091553,
        "grad_tau": 0.5123350620269775,
        "torsion": 0.0,
        "alignment": -4.771853923797607,
        "S_field": 0.4436212182044983,
        "Gamma_field": 0.20731404423713684,
        "S_over_Gamma": 2.1398513317108154,
        "Da": 11.186226844787598,
        "E_coh": 0.6718462705612183,
        "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": [
          [
            [
              -83.91,
              30.63
            ],
            [
              -83.85,
              30.63
            ],
            [
              -83.85,
              30.61
            ],
            [
              -83.83,
              30.59
            ],
            [
              -83.84,
              30.57
            ],
            [
              -83.85,
              30.56
            ],
            [
              -83.89,
              30.56
            ],
            [
              -83.91,
              30.57
            ],
            [
              -83.92,
              30.58
            ],
            [
              -83.92,
              30.62
            ],
            [
              -83.91,
              30.63
            ]
          ]
        ]
      },
      "raw_probability": 0.2871,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "1a22e4902b56489f8705c65912262c897a33bcf1aedafcb1d570afa0f30f784d",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2871,
        "probability": 0.002927,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.002928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b08c45c9ba405ea6fe70daa4dfca02e0449e814b83e69900ce086bc0d95b517"
      },
      "receipt_sha256": "3b08c45c9ba405ea6fe70daa4dfca02e0449e814b83e69900ce086bc0d95b517"
    },
    {
      "storm_id": "923529",
      "lat": 30.4987,
      "lon": -93.4337,
      "motion_east": 3.9,
      "motion_south": 0.4,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1483.0,
      "ebshear": 18.0,
      "srh01": 76.0,
      "maxllaz": 0.004,
      "mesh": 0.31,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7488
        },
        {
          "name": "alignment",
          "value": -2.3903
        },
        {
          "name": "tau",
          "value": 2.7409
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2865
      },
      "coherence_score": 2.7408640384674072,
      "coherence_diagnostics": {
        "tau": 2.7408640384674072,
        "grad_tau": 0.46186563372612,
        "torsion": 0.0,
        "alignment": -2.3903470039367676,
        "S_field": 1.009031057357788,
        "Gamma_field": 0.15648071467876434,
        "S_over_Gamma": 6.448277473449707,
        "Da": 10.094870567321777,
        "E_coh": 0.9553189277648926,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.49,
              30.65
            ],
            [
              -93.46,
              30.64
            ],
            [
              -93.43,
              30.61
            ],
            [
              -93.42,
              30.57
            ],
            [
              -93.39,
              30.52
            ],
            [
              -93.39,
              30.49
            ],
            [
              -93.36,
              30.46
            ],
            [
              -93.34,
              30.46
            ],
            [
              -93.32,
              30.44
            ],
            [
              -93.3,
              30.44
            ],
            [
              -93.27,
              30.41
            ],
            [
              -93.27,
              30.37
            ],
            [
              -93.29,
              30.35
            ],
            [
              -93.37,
              30.35
            ],
            [
              -93.37,
              30.37
            ],
            [
              -93.39,
              30.39
            ],
            [
              -93.39,
              30.41
            ],
            [
              -93.42,
              30.44
            ],
            [
              -93.45,
              30.44
            ],
            [
              -93.48,
              30.46
            ],
            [
              -93.56,
              30.46
            ],
            [
              -93.57,
              30.47
            ],
            [
              -93.57,
              30.52
            ],
            [
              -93.56,
              30.53
            ],
            [
              -93.56,
              30.57
            ],
            [
              -93.54,
              30.59
            ],
            [
              -93.54,
              30.62
            ],
            [
              -93.52,
              30.64
            ],
            [
              -93.5,
              30.64
            ],
            [
              -93.49,
              30.65
            ]
          ]
        ]
      },
      "raw_probability": 0.2865,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "7d23c0f244bf01f1fd64310c44c26cfb559ab6ab0c355b362dd86341ea2bc869",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2865,
        "probability": 0.002927,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.002928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "658edb32a195dcddad107c9c529948c369a6a04199849564f40c9f28c64d58b8"
      },
      "receipt_sha256": "658edb32a195dcddad107c9c529948c369a6a04199849564f40c9f28c64d58b8"
    },
    {
      "storm_id": "924480",
      "lat": 29.4714,
      "lon": -93.1008,
      "motion_east": 1.3,
      "motion_south": 1.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1900.0,
      "ebshear": 28.0,
      "srh01": 82.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -1.4716
        },
        {
          "name": "tau",
          "value": 3.0189
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2748
      },
      "coherence_score": 3.0188915729522705,
      "coherence_diagnostics": {
        "tau": 3.0188915729522705,
        "grad_tau": 0.39063790440559387,
        "torsion": 0.0,
        "alignment": -1.4715864658355713,
        "S_field": 0.8372873067855835,
        "Gamma_field": 0.1648140549659729,
        "S_over_Gamma": 5.080193519592285,
        "Da": 10.663848876953125,
        "E_coh": 0.9680993556976318,
        "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": [
          [
            [
              -93.23,
              29.69
            ],
            [
              -93.22,
              29.69
            ],
            [
              -93.21,
              29.69
            ],
            [
              -93.2,
              29.68
            ],
            [
              -93.19,
              29.68
            ],
            [
              -93.18,
              29.67
            ],
            [
              -93.17,
              29.66
            ],
            [
              -93.16,
              29.65
            ],
            [
              -93.15,
              29.64
            ],
            [
              -93.14,
              29.64
            ],
            [
              -93.13,
              29.63
            ],
            [
              -93.12,
              29.63
            ],
            [
              -93.11,
              29.63
            ],
            [
              -93.1,
              29.63
            ],
            [
              -93.09,
              29.63
            ],
            [
              -93.08,
              29.63
            ],
            [
              -93.07,
              29.63
            ],
            [
              -93.06,
              29.63
            ],
            [
              -93.05,
              29.63
            ],
            [
              -93.04,
              29.63
            ],
            [
              -93.03,
              29.62
            ],
            [
              -93.02,
              29.62
            ],
            [
              -93.01,
              29.61
            ],
            [
              -93.0,
              29.6
            ],
            [
              -92.99,
              29.59
            ],
            [
              -92.98,
              29.58
            ],
            [
              -92.97,
              29.57
            ],
            [
              -92.96,
              29.57
            ],
            [
              -92.95,
              29.56
            ],
            [
              -92.94,
              29.55
            ],
            [
              -92.94,
              29.54
            ],
            [
              -92.93,
              29.53
            ],
            [
              -92.93,
              29.52
            ],
            [
              -92.93,
              29.51
            ],
            [
              -92.93,
              29.5
            ],
            [
              -92.93,
              29.49
            ],
            [
              -92.92,
              29.48
            ],
            [
              -92.91,
              29.47
            ],
            [
              -92.91,
              29.46
            ],
            [
              -92.91,
              29.45
            ],
            [
              -92.91,
              29.44
            ],
            [
              -92.92,
              29.44
            ],
            [
              -92.93,
              29.43
            ],
            [
              -92.93,
              29.42
            ],
            [
              -92.93,
              29.41
            ],
            [
              -92.94,
              29.4
            ],
            [
              -92.95,
              29.4
            ],
            [
              -92.96,
              29.4
            ],
            [
              -92.97,
              29.4
            ],
            [
              -92.98,
              29.4
            ],
            [
              -92.99,
              29.4
            ],
            [
              -93.0,
              29.4
            ],
            [
              -93.01,
              29.4
            ],
            [
              -93.02,
              29.39
            ],
            [
              -93.03,
              29.39
            ],
            [
              -93.04,
              29.39
            ],
            [
              -93.05,
              29.38
            ],
            [
              -93.05,
              29.37
            ],
            [
              -93.05,
              29.36
            ],
            [
              -93.05,
              29.35
            ],
            [
              -93.06,
              29.34
            ],
            [
              -93.07,
              29.33
            ],
            [
              -93.07,
              29.32
            ],
            [
              -93.06,
              29.31
            ],
            [
              -93.05,
              29.31
            ],
            [
              -93.06,
              29.31
            ],
            [
              -93.07,
              29.3
            ],
            [
              -93.07,
              29.29
            ],
            [
              -93.07,
              29.28
            ],
            [
              -93.07,
              29.27
            ],
            [
              -93.07,
              29.26
            ],
            [
              -93.07,
              29.25
            ],
            [
              -93.08,
              29.25
            ],
            [
              -93.08,
              29.26
            ],
            [
              -93.08,
              29.27
            ],
            [
              -93.08,
              29.28
            ],
            [
              -93.08,
              29.29
            ],
            [
              -93.08,
              29.3
            ],
            [
              -93.09,
              29.31
            ],
            [
              -93.1,
              29.31
            ],
            [
              -93.09,
              29.31
            ],
            [
              -93.08,
              29.31
            ],
            [
              -93.07,
              29.32
            ],
            [
              -93.07,
              29.33
            ],
            [
              -93.08,
              29.34
            ],
            [
              -93.09,
              29.34
            ],
            [
              -93.1,
              29.35
            ],
            [
              -93.11,
              29.36
            ],
            [
              -93.12,
              29.36
            ],
            [
              -93.13,
              29.36
            ],
            [
              -93.13,
              29.37
            ],
            [
              -93.13,
              29.38
            ],
            [
              -93.13,
              29.39
            ],
            [
              -93.13,
              29.4
            ],
            [
              -93.13,
              29.41
            ],
            [
              -93.13,
              29.4
            ],
            [
              -93.12,
              29.39
            ],
            [
              -93.11,
              29.39
            ],
            [
              -93.1,
              29.4
            ],
            [
              -93.09,
              29.4
            ],
            [
              -93.08,
              29.4
            ],
            [
              -93.07,
              29.4
            ],
            [
              -93.06,
              29.4
            ],
            [
              -93.05,
              29.4
            ],
            [
              -93.04,
              29.4
            ],
            [
              -93.03,
              29.41
            ],
            [
              -93.02,
              29.41
            ],
            [
              -93.01,
              29.41
            ],
            [
              -93.0,
              29.41
            ],
            [
              -92.99,
              29.41
            ],
            [
              -92.98,
              29.42
            ],
            [
              -92.98,
              29.43
            ],
            [
              -92.99,
              29.44
            ],
            [
              -93.0,
              29.44
            ],
            [
              -93.01,
              29.45
            ],
            [
              -93.02,
              29.45
            ],
            [
              -93.03,
              29.45
            ],
            [
              -93.04,
              29.46
            ],
            [
              -93.05,
              29.46
            ],
            [
              -93.06,
              29.46
            ],
            [
              -93.07,
              29.47
            ],
            [
              -93.08,
              29.47
            ],
            [
              -93.09,
              29.48
            ],
            [
              -93.1,
              29.48
            ],
            [
              -93.11,
              29.48
            ],
            [
              -93.12,
              29.47
            ],
            [
              -93.13,
              29.46
            ],
            [
              -93.14,
              29.46
            ],
            [
              -93.15,
              29.46
            ],
            [
              -93.16,
              29.45
            ],
            [
              -93.17,
              29.45
            ],
            [
              -93.18,
              29.46
            ],
            [
              -93.19,
              29.45
            ],
            [
              -93.2,
              29.45
            ],
            [
              -93.21,
              29.45
            ],
            [
              -93.22,
              29.46
            ],
            [
              -93.23,
              29.47
            ],
            [
              -93.24,
              29.48
            ],
            [
              -93.24,
              29.49
            ],
            [
              -93.25,
              29.5
            ],
            [
              -93.26,
              29.49
            ],
            [
              -93.27,
              29.49
            ],
            [
              -93.27,
              29.5
            ],
            [
              -93.27,
              29.51
            ],
            [
              -93.28,
              29.52
            ],
            [
              -93.29,
              29.52
            ],
            [
              -93.3,
              29.53
            ],
            [
              -93.31,
              29.53
            ],
            [
              -93.32,
              29.54
            ],
            [
              -93.32,
              29.55
            ],
            [
              -93.32,
              29.56
            ],
            [
              -93.33,
              29.57
            ],
            [
              -93.33,
              29.58
            ],
            [
              -93.33,
              29.59
            ],
            [
              -93.33,
              29.6
            ],
            [
              -93.33,
              29.61
            ],
            [
              -93.33,
              29.62
            ],
            [
              -93.32,
              29.63
            ],
            [
              -93.31,
              29.64
            ],
            [
              -93.3,
              29.65
            ],
            [
              -93.29,
              29.66
            ],
            [
              -93.28,
              29.66
            ],
            [
              -93.27,
              29.67
            ],
            [
              -93.26,
              29.67
            ],
            [
              -93.25,
              29.68
            ],
            [
              -93.24,
              29.68
            ],
            [
              -93.23,
              29.69
            ]
          ]
        ]
      },
      "raw_probability": 0.2748,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "1d41c227f982476c1694d9d0dd063964d848dcd92ac3aad65942566f4fbbff54",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2748,
        "probability": 0.002927,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.002928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "422ba96238c28b7ba1eb45f2235f3d2d4489cb204496264b5de88bbf00424135"
      },
      "receipt_sha256": "422ba96238c28b7ba1eb45f2235f3d2d4489cb204496264b5de88bbf00424135"
    },
    {
      "storm_id": "924300",
      "lat": 29.5633,
      "lon": -90.7756,
      "motion_east": 5.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 782.0,
      "ebshear": 27.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.1238
        },
        {
          "name": "alignment",
          "value": -3.6093
        },
        {
          "name": "tau",
          "value": 3.241
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2709
      },
      "coherence_score": 3.2410454750061035,
      "coherence_diagnostics": {
        "tau": 3.2410454750061035,
        "grad_tau": 0.48842304944992065,
        "torsion": 0.0,
        "alignment": -3.6093106269836426,
        "S_field": 1.0416220426559448,
        "Gamma_field": 0.26064738631248474,
        "S_over_Gamma": 3.9962880611419678,
        "Da": 16.92275047302246,
        "E_coh": 0.9664515256881714,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.77,
              29.64
            ],
            [
              -90.75,
              29.64
            ],
            [
              -90.73,
              29.62
            ],
            [
              -90.72,
              29.62
            ],
            [
              -90.68,
              29.57
            ],
            [
              -90.68,
              29.53
            ],
            [
              -90.69,
              29.51
            ],
            [
              -90.75,
              29.48
            ],
            [
              -90.76,
              29.49
            ],
            [
              -90.82,
              29.49
            ],
            [
              -90.83,
              29.5
            ],
            [
              -90.85,
              29.5
            ],
            [
              -90.86,
              29.52
            ],
            [
              -90.85,
              29.57
            ],
            [
              -90.82,
              29.6
            ],
            [
              -90.82,
              29.61
            ],
            [
              -90.81,
              29.61
            ],
            [
              -90.77,
              29.64
            ]
          ]
        ]
      },
      "raw_probability": 0.2709,
      "confidence_lo": 0.0027,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "fb7bba2572370ffe06b75c6d6354a94e5760fa754b4400a881e223ffcc53398e",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2709,
        "probability": 0.002927,
        "confidence_lo": 0.002662,
        "confidence_hi": 0.002928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02287b02ffc8ed8ec08fbb705da214981343980220506754ab39c739b08c4813"
      },
      "receipt_sha256": "02287b02ffc8ed8ec08fbb705da214981343980220506754ab39c739b08c4813"
    },
    {
      "storm_id": "924224",
      "lat": 30.4052,
      "lon": -85.9371,
      "motion_east": 8.5,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2223.0,
      "ebshear": 11.0,
      "srh01": 54.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.6238
        },
        {
          "name": "alignment",
          "value": 1.7872
        },
        {
          "name": "tau",
          "value": 2.987
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2365
      },
      "coherence_score": 2.9869651794433594,
      "coherence_diagnostics": {
        "tau": 2.9869651794433594,
        "grad_tau": 0.5747307538986206,
        "torsion": 0.0,
        "alignment": 1.787231683731079,
        "S_field": 0.5335982441902161,
        "Gamma_field": 0.3239807188510895,
        "S_over_Gamma": 1.6470061540603638,
        "Da": 20.19166374206543,
        "E_coh": 0.8189737200737,
        "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": [
          [
            [
              -86.14,
              30.48
            ],
            [
              -86.02,
              30.47
            ],
            [
              -85.98,
              30.44
            ],
            [
              -85.89,
              30.44
            ],
            [
              -85.88,
              30.45
            ],
            [
              -85.81,
              30.45
            ],
            [
              -85.79,
              30.44
            ],
            [
              -85.79,
              30.41
            ],
            [
              -85.77,
              30.39
            ],
            [
              -85.78,
              30.38
            ],
            [
              -85.78,
              30.32
            ],
            [
              -85.8,
              30.31
            ],
            [
              -85.87,
              30.35
            ],
            [
              -85.89,
              30.35
            ],
            [
              -85.9,
              30.36
            ],
            [
              -85.99,
              30.36
            ],
            [
              -86.01,
              30.38
            ],
            [
              -86.13,
              30.38
            ],
            [
              -86.16,
              30.41
            ],
            [
              -86.16,
              30.46
            ],
            [
              -86.14,
              30.48
            ]
          ]
        ]
      },
      "raw_probability": 0.2365,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f21871b08d09cc1400473ef328fff8cb9ae6691b72a10364a0d24d6fb8e3fcab",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2365,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac5149bff4200badf7bbfb7a0335c753189eeb4ff3e69995aabfe0314cd5deb4"
      },
      "receipt_sha256": "ac5149bff4200badf7bbfb7a0335c753189eeb4ff3e69995aabfe0314cd5deb4"
    },
    {
      "storm_id": "924510",
      "lat": 30.1444,
      "lon": -83.4856,
      "motion_east": 8.9,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2675.0,
      "ebshear": 11.0,
      "srh01": 50.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.4988
        },
        {
          "name": "alignment",
          "value": -1.8571
        },
        {
          "name": "tau",
          "value": 3.6753
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2349
      },
      "coherence_score": 3.67527437210083,
      "coherence_diagnostics": {
        "tau": 3.67527437210083,
        "grad_tau": 0.5169506669044495,
        "torsion": 0.0,
        "alignment": -1.857094407081604,
        "S_field": 0.6771745681762695,
        "Gamma_field": 0.17981404066085815,
        "S_over_Gamma": 3.7659716606140137,
        "Da": 9.806031227111816,
        "E_coh": 0.9444791674613953,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.51,
              30.19
            ],
            [
              -83.47,
              30.19
            ],
            [
              -83.44,
              30.16
            ],
            [
              -83.44,
              30.11
            ],
            [
              -83.46,
              30.09
            ],
            [
              -83.49,
              30.09
            ],
            [
              -83.52,
              30.12
            ],
            [
              -83.53,
              30.16
            ],
            [
              -83.51,
              30.19
            ]
          ]
        ]
      },
      "raw_probability": 0.2349,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "d4b87c4efc7e12e88d1196d7a2c34f4e86e0b12a91d9e1021a8e50da4b620a92",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2349,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10e85777ad2b6d5be0f29a84fed093a499f66556a44f86daaca584748203be63"
      },
      "receipt_sha256": "10e85777ad2b6d5be0f29a84fed093a499f66556a44f86daaca584748203be63"
    },
    {
      "storm_id": "924477",
      "lat": 30.5022,
      "lon": -89.9089,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1457.0,
      "ebshear": 14.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.1238
        },
        {
          "name": "alignment",
          "value": -6.3658
        },
        {
          "name": "tau",
          "value": 2.4401
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2325
      },
      "coherence_score": 2.4400634765625,
      "coherence_diagnostics": {
        "tau": 2.4400634765625,
        "grad_tau": 0.5322032570838928,
        "torsion": 0.0,
        "alignment": -6.3658447265625,
        "S_field": 0.6031835079193115,
        "Gamma_field": 0.4523140788078308,
        "S_over_Gamma": 1.3335500955581665,
        "Da": 28.312881469726562,
        "E_coh": 0.6080338954925537,
        "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": [
          [
            [
              -89.93,
              30.54
            ],
            [
              -89.91,
              30.54
            ],
            [
              -89.86,
              30.49
            ],
            [
              -89.86,
              30.48
            ],
            [
              -89.88,
              30.46
            ],
            [
              -89.91,
              30.46
            ],
            [
              -89.95,
              30.49
            ],
            [
              -89.95,
              30.52
            ],
            [
              -89.93,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2325,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6f86b6525352bc1c5e108a649b0038ce56c41abf4836b984564fca61a02767c7",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2325,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b8dd55c7a51f9277ab4c58298e9910960b22c6fb57f2bfc5995e1a2f0d6b27b"
      },
      "receipt_sha256": "0b8dd55c7a51f9277ab4c58298e9910960b22c6fb57f2bfc5995e1a2f0d6b27b"
    },
    {
      "storm_id": "924014",
      "lat": 30.2867,
      "lon": -93.4044,
      "motion_east": 3.9,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1365.0,
      "ebshear": 17.0,
      "srh01": 73.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7488
        },
        {
          "name": "alignment",
          "value": -2.3903
        },
        {
          "name": "tau",
          "value": 2.7409
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2324
      },
      "coherence_score": 2.7408640384674072,
      "coherence_diagnostics": {
        "tau": 2.7408640384674072,
        "grad_tau": 0.46186563372612,
        "torsion": 0.0,
        "alignment": -2.3903470039367676,
        "S_field": 1.009031057357788,
        "Gamma_field": 0.15648071467876434,
        "S_over_Gamma": 6.448277473449707,
        "Da": 10.094870567321777,
        "E_coh": 0.9553189277648926,
        "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": [
          [
            [
              -93.42,
              30.33
            ],
            [
              -93.4,
              30.33
            ],
            [
              -93.36,
              30.28
            ],
            [
              -93.36,
              30.26
            ],
            [
              -93.38,
              30.24
            ],
            [
              -93.42,
              30.24
            ],
            [
              -93.44,
              30.26
            ],
            [
              -93.44,
              30.31
            ],
            [
              -93.42,
              30.33
            ]
          ]
        ]
      },
      "raw_probability": 0.2324,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ad607dffb45ded354eca0f4c357650b60169039307c774884130ae6b5cd33bd6",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2324,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c370bcbec7d394ae0b909d003f6f16ab8a7cfad7d36d535dd4f8920d1cd698b"
      },
      "receipt_sha256": "2c370bcbec7d394ae0b909d003f6f16ab8a7cfad7d36d535dd4f8920d1cd698b"
    },
    {
      "storm_id": "924525",
      "lat": 28.9338,
      "lon": -91.0815,
      "motion_east": 3.3,
      "motion_south": 0.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2468.0,
      "ebshear": 22.0,
      "srh01": 77.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4988
        },
        {
          "name": "alignment",
          "value": -4.0283
        },
        {
          "name": "tau",
          "value": 3.6008
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2317
      },
      "coherence_score": 3.600788116455078,
      "coherence_diagnostics": {
        "tau": 3.600788116455078,
        "grad_tau": 0.31817254424095154,
        "torsion": 0.0,
        "alignment": -4.028285503387451,
        "S_field": 1.017051339149475,
        "Gamma_field": 0.2414807230234146,
        "S_over_Gamma": 4.211729049682617,
        "Da": 15.701591491699219,
        "E_coh": 0.9499778151512146,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.1,
              28.97
            ],
            [
              -91.08,
              28.96
            ],
            [
              -91.01,
              28.96
            ],
            [
              -91.01,
              28.93
            ],
            [
              -91.02,
              28.92
            ],
            [
              -91.05,
              28.92
            ],
            [
              -91.08,
              28.9
            ],
            [
              -91.12,
              28.9
            ],
            [
              -91.14,
              28.91
            ],
            [
              -91.13,
              28.91
            ],
            [
              -91.11,
              28.93
            ],
            [
              -91.11,
              28.96
            ],
            [
              -91.1,
              28.97
            ]
          ]
        ]
      },
      "raw_probability": 0.2317,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "e8f74ca053a26a354fa8c3245b2443caab7a251fae55adfb4e40245002e597a8",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2317,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fbe466179e72ef217723f48105b4213dd554d3c58cd9035f6358196cfef78e8c"
      },
      "receipt_sha256": "fbe466179e72ef217723f48105b4213dd554d3c58cd9035f6358196cfef78e8c"
    },
    {
      "storm_id": "924400",
      "lat": 30.6425,
      "lon": -89.18,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1893.0,
      "ebshear": 13.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.1238
        },
        {
          "name": "alignment",
          "value": -7.7841
        },
        {
          "name": "tau",
          "value": 1.9906
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2303
      },
      "coherence_score": 1.9905610084533691,
      "coherence_diagnostics": {
        "tau": 1.9905610084533691,
        "grad_tau": 0.4600203037261963,
        "torsion": 0.0,
        "alignment": -7.784111022949219,
        "S_field": 0.2637500464916229,
        "Gamma_field": 0.9173141121864319,
        "S_over_Gamma": 0.2875242531299591,
        "Da": 59.711875915527344,
        "E_coh": 0.3880966305732727,
        "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": [
          [
            [
              -89.2,
              30.67
            ],
            [
              -89.14,
              30.67
            ],
            [
              -89.13,
              30.66
            ],
            [
              -89.13,
              30.6
            ],
            [
              -89.2,
              30.6
            ],
            [
              -89.22,
              30.61
            ],
            [
              -89.22,
              30.66
            ],
            [
              -89.2,
              30.67
            ]
          ]
        ]
      },
      "raw_probability": 0.2303,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "e98fb0cca01b443041bd3ad94d65fa0179295025741143357e882655102bff81",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2303,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10aeec99f7558a082283f73e9405fa042949e6050b80cc566a4bc33f6c4a834c"
      },
      "receipt_sha256": "10aeec99f7558a082283f73e9405fa042949e6050b80cc566a4bc33f6c4a834c"
    },
    {
      "storm_id": "923937",
      "lat": 29.245,
      "lon": -93.2578,
      "motion_east": 0.5,
      "motion_south": 0.4,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2612.0,
      "ebshear": 31.0,
      "srh01": 66.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -2.5627
        },
        {
          "name": "tau",
          "value": 3.2198
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2298
      },
      "coherence_score": 3.219792604446411,
      "coherence_diagnostics": {
        "tau": 3.219792604446411,
        "grad_tau": 0.26299533247947693,
        "torsion": 0.0,
        "alignment": -2.5626771450042725,
        "S_field": 1.1165074110031128,
        "Gamma_field": 0.17481404542922974,
        "S_over_Gamma": 6.386828899383545,
        "Da": 10.967144012451172,
        "E_coh": 0.9108482599258423,
        "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": [
          [
            [
              -93.23,
              29.31
            ],
            [
              -93.19,
              29.31
            ],
            [
              -93.18,
              29.3
            ],
            [
              -93.16,
              29.3
            ],
            [
              -93.16,
              29.26
            ],
            [
              -93.17,
              29.24
            ],
            [
              -93.24,
              29.18
            ],
            [
              -93.26,
              29.18
            ],
            [
              -93.27,
              29.17
            ],
            [
              -93.33,
              29.17
            ],
            [
              -93.35,
              29.16
            ],
            [
              -93.37,
              29.18
            ],
            [
              -93.37,
              29.22
            ],
            [
              -93.34,
              29.25
            ],
            [
              -93.29,
              29.27
            ],
            [
              -93.26,
              29.3
            ],
            [
              -93.24,
              29.3
            ],
            [
              -93.23,
              29.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2298,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f9ad54ff962e9cc9b94f373729e992ab2901860b290e2c9de4efbbb7ad861750",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2298,
        "probability": 0.002691,
        "confidence_lo": 0.002506,
        "confidence_hi": 0.002692,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a42bbc3543a2fa23ad4782d0666017798ac448db3eb3496751510b294341e69"
      },
      "receipt_sha256": "7a42bbc3543a2fa23ad4782d0666017798ac448db3eb3496751510b294341e69"
    },
    {
      "storm_id": "923990",
      "lat": 29.4621,
      "lon": -93.5132,
      "motion_east": 1.4,
      "motion_south": -1.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2363.0,
      "ebshear": 29.0,
      "srh01": 65.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -1.4716
        },
        {
          "name": "tau",
          "value": 3.0189
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2236
      },
      "coherence_score": 3.0188915729522705,
      "coherence_diagnostics": {
        "tau": 3.0188915729522705,
        "grad_tau": 0.39063790440559387,
        "torsion": 0.0,
        "alignment": -1.4715864658355713,
        "S_field": 0.8372873067855835,
        "Gamma_field": 0.1648140549659729,
        "S_over_Gamma": 5.080193519592285,
        "Da": 10.663848876953125,
        "E_coh": 0.9680993556976318,
        "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": [
          [
            [
              -93.48,
              29.52
            ],
            [
              -93.46,
              29.52
            ],
            [
              -93.43,
              29.5
            ],
            [
              -93.42,
              29.51
            ],
            [
              -93.38,
              29.5
            ],
            [
              -93.38,
              29.45
            ],
            [
              -93.45,
              29.38
            ],
            [
              -93.53,
              29.37
            ],
            [
              -93.54,
              29.38
            ],
            [
              -93.61,
              29.38
            ],
            [
              -93.63,
              29.39
            ],
            [
              -93.64,
              29.43
            ],
            [
              -93.61,
              29.47
            ],
            [
              -93.57,
              29.48
            ],
            [
              -93.56,
              29.49
            ],
            [
              -93.54,
              29.49
            ],
            [
              -93.53,
              29.5
            ],
            [
              -93.51,
              29.5
            ],
            [
              -93.48,
              29.52
            ]
          ]
        ]
      },
      "raw_probability": 0.2236,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "dd8f7f0dcf8a30c8fb8ee244a71952c7ab179f2b203551be576d7cb2eb48608c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2236,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41fe3414726bcef96fcca957abe78141454e8988f91be23ab5abd1a1a6985a1c"
      },
      "receipt_sha256": "41fe3414726bcef96fcca957abe78141454e8988f91be23ab5abd1a1a6985a1c"
    },
    {
      "storm_id": "924404",
      "lat": 30.565,
      "lon": -89.3961,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1917.0,
      "ebshear": 15.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.1238
        },
        {
          "name": "alignment",
          "value": -6.3658
        },
        {
          "name": "tau",
          "value": 2.4401
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2145
      },
      "coherence_score": 2.4400634765625,
      "coherence_diagnostics": {
        "tau": 2.4400634765625,
        "grad_tau": 0.5322032570838928,
        "torsion": 0.0,
        "alignment": -6.3658447265625,
        "S_field": 0.6031835079193115,
        "Gamma_field": 0.4523140788078308,
        "S_over_Gamma": 1.3335500955581665,
        "Da": 28.312881469726562,
        "E_coh": 0.6080338954925537,
        "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": [
          [
            [
              -89.35,
              30.64
            ],
            [
              -89.31,
              30.64
            ],
            [
              -89.3,
              30.62
            ],
            [
              -89.3,
              30.58
            ],
            [
              -89.31,
              30.57
            ],
            [
              -89.35,
              30.57
            ],
            [
              -89.37,
              30.55
            ],
            [
              -89.39,
              30.51
            ],
            [
              -89.42,
              30.49
            ],
            [
              -89.45,
              30.49
            ],
            [
              -89.47,
              30.51
            ],
            [
              -89.48,
              30.51
            ],
            [
              -89.49,
              30.53
            ],
            [
              -89.48,
              30.57
            ],
            [
              -89.47,
              30.57
            ],
            [
              -89.45,
              30.59
            ],
            [
              -89.39,
              30.59
            ],
            [
              -89.35,
              30.64
            ]
          ]
        ]
      },
      "raw_probability": 0.2145,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8a113dd2f5ef0e4439c7c2f6e6be68970423643cf9dcbed98d19e1c6960cc635",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2145,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c64b82e1f736abeb373667b23b79a2d56d72cbcd208a435ea78a1d86c252e71f"
      },
      "receipt_sha256": "c64b82e1f736abeb373667b23b79a2d56d72cbcd208a435ea78a1d86c252e71f"
    },
    {
      "storm_id": "924420",
      "lat": 30.55,
      "lon": -89.7314,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1657.0,
      "ebshear": 16.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.1238
        },
        {
          "name": "alignment",
          "value": -6.3658
        },
        {
          "name": "tau",
          "value": 2.4401
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2145
      },
      "coherence_score": 2.4400634765625,
      "coherence_diagnostics": {
        "tau": 2.4400634765625,
        "grad_tau": 0.5322032570838928,
        "torsion": 0.0,
        "alignment": -6.3658447265625,
        "S_field": 0.6031835079193115,
        "Gamma_field": 0.4523140788078308,
        "S_over_Gamma": 1.3335500955581665,
        "Da": 28.312881469726562,
        "E_coh": 0.6080338954925537,
        "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": [
          [
            [
              -89.78,
              30.6
            ],
            [
              -89.72,
              30.6
            ],
            [
              -89.66,
              30.57
            ],
            [
              -89.65,
              30.56
            ],
            [
              -89.65,
              30.53
            ],
            [
              -89.67,
              30.51
            ],
            [
              -89.7,
              30.51
            ],
            [
              -89.71,
              30.5
            ],
            [
              -89.75,
              30.5
            ],
            [
              -89.79,
              30.52
            ],
            [
              -89.8,
              30.54
            ],
            [
              -89.8,
              30.57
            ],
            [
              -89.78,
              30.59
            ],
            [
              -89.78,
              30.6
            ]
          ]
        ]
      },
      "raw_probability": 0.2145,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8a113dd2f5ef0e4439c7c2f6e6be68970423643cf9dcbed98d19e1c6960cc635",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2145,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c64b82e1f736abeb373667b23b79a2d56d72cbcd208a435ea78a1d86c252e71f"
      },
      "receipt_sha256": "c64b82e1f736abeb373667b23b79a2d56d72cbcd208a435ea78a1d86c252e71f"
    },
    {
      "storm_id": "923799",
      "lat": 29.4987,
      "lon": -94.75,
      "motion_east": 5.2,
      "motion_south": -5.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3440.0,
      "ebshear": 25.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1238
        },
        {
          "name": "alignment",
          "value": -0.569
        },
        {
          "name": "tau",
          "value": 2.5754
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2143
      },
      "coherence_score": 2.575371742248535,
      "coherence_diagnostics": {
        "tau": 2.575371742248535,
        "grad_tau": 0.5363602042198181,
        "torsion": 0.0,
        "alignment": -0.5689773559570312,
        "S_field": 0.6204102039337158,
        "Gamma_field": 0.21231405436992645,
        "S_over_Gamma": 2.9221343994140625,
        "Da": 13.704901695251465,
        "E_coh": 0.8957443237304688,
        "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": [
          [
            [
              -94.78,
              29.59
            ],
            [
              -94.73,
              29.59
            ],
            [
              -94.71,
              29.58
            ],
            [
              -94.71,
              29.57
            ],
            [
              -94.66,
              29.52
            ],
            [
              -94.65,
              29.52
            ],
            [
              -94.64,
              29.5
            ],
            [
              -94.65,
              29.46
            ],
            [
              -94.69,
              29.46
            ],
            [
              -94.7,
              29.44
            ],
            [
              -94.72,
              29.44
            ],
            [
              -94.74,
              29.46
            ],
            [
              -94.75,
              29.44
            ],
            [
              -94.76,
              29.44
            ],
            [
              -94.78,
              29.42
            ],
            [
              -94.8,
              29.44
            ],
            [
              -94.82,
              29.44
            ],
            [
              -94.84,
              29.46
            ],
            [
              -94.85,
              29.5
            ],
            [
              -94.84,
              29.51
            ],
            [
              -94.83,
              29.55
            ],
            [
              -94.82,
              29.55
            ],
            [
              -94.78,
              29.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2143,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "81b11f52516a5e81c596091c9eaa2ff428f23893bbb66aec326e45eb1f56ad70",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2143,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10c8fc2dd32e6dd6ee9c166fea197b07a5b6dac6556d48d54c6cb4ad7fe77403"
      },
      "receipt_sha256": "10c8fc2dd32e6dd6ee9c166fea197b07a5b6dac6556d48d54c6cb4ad7fe77403"
    },
    {
      "storm_id": "924293",
      "lat": 30.5106,
      "lon": -91.9313,
      "motion_east": 3.1,
      "motion_south": 1.7,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1286.0,
      "ebshear": 17.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1238
        },
        {
          "name": "alignment",
          "value": -5.0433
        },
        {
          "name": "tau",
          "value": 2.8587
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2128
      },
      "coherence_score": 2.8586549758911133,
      "coherence_diagnostics": {
        "tau": 2.8586549758911133,
        "grad_tau": 0.5138804316520691,
        "torsion": 0.0,
        "alignment": -5.043271064758301,
        "S_field": 0.8406692743301392,
        "Gamma_field": 0.173980712890625,
        "S_over_Gamma": 4.831968307495117,
        "Da": 11.331908226013184,
        "E_coh": 0.9291344285011292,
        "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": [
          [
            [
              -91.94,
              30.59
            ],
            [
              -91.9,
              30.58
            ],
            [
              -91.87,
              30.54
            ],
            [
              -91.87,
              30.51
            ],
            [
              -91.86,
              30.5
            ],
            [
              -91.86,
              30.43
            ],
            [
              -91.88,
              30.41
            ],
            [
              -91.93,
              30.41
            ],
            [
              -91.95,
              30.43
            ],
            [
              -91.95,
              30.45
            ],
            [
              -92.0,
              30.5
            ],
            [
              -92.01,
              30.52
            ],
            [
              -92.01,
              30.55
            ],
            [
              -91.98,
              30.58
            ],
            [
              -91.95,
              30.58
            ],
            [
              -91.94,
              30.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2128,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8751c8864944d4db565a745ff00b0233056032d4e81d50bc7ecc437ff670d151",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2128,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebaf31665ca55c911618760551bd59314a397e50042d73b466c7330a3cd5551f"
      },
      "receipt_sha256": "ebaf31665ca55c911618760551bd59314a397e50042d73b466c7330a3cd5551f"
    },
    {
      "storm_id": "924260",
      "lat": 29.542,
      "lon": -85.408,
      "motion_east": 7.9,
      "motion_south": -1.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3361.0,
      "ebshear": 11.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2488
        },
        {
          "name": "alignment",
          "value": -3.5837
        },
        {
          "name": "tau",
          "value": 3.9161
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2053
      },
      "coherence_score": 3.9160730838775635,
      "coherence_diagnostics": {
        "tau": 3.9160730838775635,
        "grad_tau": 0.44570520520210266,
        "torsion": 0.0,
        "alignment": -3.5837090015411377,
        "S_field": 1.3934460878372192,
        "Gamma_field": 0.2106473743915558,
        "S_over_Gamma": 6.615065097808838,
        "Da": 12.692481994628906,
        "E_coh": 0.9534598588943481,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.43,
              29.61
            ],
            [
              -85.37,
              29.61
            ],
            [
              -85.33,
              29.57
            ],
            [
              -85.33,
              29.53
            ],
            [
              -85.34,
              29.51
            ],
            [
              -85.39,
              29.47
            ],
            [
              -85.47,
              29.47
            ],
            [
              -85.5,
              29.5
            ],
            [
              -85.49,
              29.54
            ],
            [
              -85.43,
              29.61
            ]
          ]
        ]
      },
      "raw_probability": 0.2053,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "aba105429c575d09061ace8e40e7327739c73a30578ebaf77dc6e92baadf2adb",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.2053,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40e3ba361633b0922827ffe6eccfdc153a08be7d733dd3be1c8e130893b3a330"
      },
      "receipt_sha256": "40e3ba361633b0922827ffe6eccfdc153a08be7d733dd3be1c8e130893b3a330"
    },
    {
      "storm_id": "924336",
      "lat": 29.396,
      "lon": -85.898,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3492.0,
      "ebshear": 10.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3738
        },
        {
          "name": "alignment",
          "value": -3.0753
        },
        {
          "name": "tau",
          "value": 3.5512
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1897
      },
      "coherence_score": 3.551166296005249,
      "coherence_diagnostics": {
        "tau": 3.551166296005249,
        "grad_tau": 0.6495689153671265,
        "torsion": 0.0,
        "alignment": -3.0752689838409424,
        "S_field": 0.8020998239517212,
        "Gamma_field": 0.20314738154411316,
        "S_over_Gamma": 3.948364019393921,
        "Da": 12.178932189941406,
        "E_coh": 0.9598532319068909,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.89,
              29.43
            ],
            [
              -85.88,
              29.43
            ],
            [
              -85.86,
              29.41
            ],
            [
              -85.86,
              29.39
            ],
            [
              -85.87,
              29.37
            ],
            [
              -85.92,
              29.35
            ],
            [
              -85.94,
              29.37
            ],
            [
              -85.94,
              29.38
            ],
            [
              -85.93,
              29.4
            ],
            [
              -85.89,
              29.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1897,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "3ee243cbfcb90b0c8772b7e0aed18c2a29c2c228d6db782b03583f4fb6dbe353",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1897,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52ad0972ce692758f147fa58e38fa1fee4c4eb1ea7a1f82c5629adbf5f4e2da0"
      },
      "receipt_sha256": "52ad0972ce692758f147fa58e38fa1fee4c4eb1ea7a1f82c5629adbf5f4e2da0"
    },
    {
      "storm_id": "924228",
      "lat": 29.444,
      "lon": -85.662,
      "motion_east": 7.3,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3376.0,
      "ebshear": 11.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3738
        },
        {
          "name": "alignment",
          "value": -3.0753
        },
        {
          "name": "tau",
          "value": 3.5512
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1799
      },
      "coherence_score": 3.551166296005249,
      "coherence_diagnostics": {
        "tau": 3.551166296005249,
        "grad_tau": 0.6495689153671265,
        "torsion": 0.0,
        "alignment": -3.0752689838409424,
        "S_field": 0.8020998239517212,
        "Gamma_field": 0.20314738154411316,
        "S_over_Gamma": 3.948364019393921,
        "Da": 12.178932189941406,
        "E_coh": 0.9598532319068909,
        "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": [
          [
            [
              -85.74,
              29.51
            ],
            [
              -85.69,
              29.51
            ],
            [
              -85.66,
              29.47
            ],
            [
              -85.63,
              29.47
            ],
            [
              -85.62,
              29.46
            ],
            [
              -85.57,
              29.46
            ],
            [
              -85.57,
              29.4
            ],
            [
              -85.58,
              29.4
            ],
            [
              -85.59,
              29.38
            ],
            [
              -85.63,
              29.36
            ],
            [
              -85.67,
              29.36
            ],
            [
              -85.72,
              29.43
            ],
            [
              -85.76,
              29.44
            ],
            [
              -85.76,
              29.5
            ],
            [
              -85.74,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1799,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6f1da5b6a5a8d2c59a4f1fa175ca32b5a12bb6050e2bfda12e61785edf5987cf",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1799,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a3690b49e6964a8ac685364fbc8f3d10ee9dc3a679b63e82f9f616863edc19c"
      },
      "receipt_sha256": "2a3690b49e6964a8ac685364fbc8f3d10ee9dc3a679b63e82f9f616863edc19c"
    },
    {
      "storm_id": "924408",
      "lat": 29.0031,
      "lon": -93.4062,
      "motion_east": 0.5,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2851.0,
      "ebshear": 27.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -2.5627
        },
        {
          "name": "tau",
          "value": 3.2198
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1794
      },
      "coherence_score": 3.219792604446411,
      "coherence_diagnostics": {
        "tau": 3.219792604446411,
        "grad_tau": 0.26299533247947693,
        "torsion": 0.0,
        "alignment": -2.5626771450042725,
        "S_field": 1.1165074110031128,
        "Gamma_field": 0.17481404542922974,
        "S_over_Gamma": 6.386828899383545,
        "Da": 10.967144012451172,
        "E_coh": 0.9108482599258423,
        "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": [
          [
            [
              -93.42,
              29.05
            ],
            [
              -93.4,
              29.04
            ],
            [
              -93.36,
              29.04
            ],
            [
              -93.34,
              29.02
            ],
            [
              -93.34,
              28.98
            ],
            [
              -93.36,
              28.96
            ],
            [
              -93.41,
              28.96
            ],
            [
              -93.42,
              28.95
            ],
            [
              -93.43,
              28.96
            ],
            [
              -93.48,
              28.96
            ],
            [
              -93.47,
              29.03
            ],
            [
              -93.43,
              29.04
            ],
            [
              -93.42,
              29.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1794,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "36e4eb2950535a5d195693b9676f86326284732dc485514f3054b8f79b762a9b",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1794,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96f1f75a31254f3c94b1299dc9a2c24ead034df747364495d7431f5b0b4f5ff7"
      },
      "receipt_sha256": "96f1f75a31254f3c94b1299dc9a2c24ead034df747364495d7431f5b0b4f5ff7"
    },
    {
      "storm_id": "923533",
      "lat": 28.9229,
      "lon": -93.1857,
      "motion_east": 0.2,
      "motion_south": 0.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3005.0,
      "ebshear": 25.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.35,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -2.5627
        },
        {
          "name": "tau",
          "value": 3.2198
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1676
      },
      "coherence_score": 3.219792604446411,
      "coherence_diagnostics": {
        "tau": 3.219792604446411,
        "grad_tau": 0.26299533247947693,
        "torsion": 0.0,
        "alignment": -2.5626771450042725,
        "S_field": 1.1165074110031128,
        "Gamma_field": 0.17481404542922974,
        "S_over_Gamma": 6.386828899383545,
        "Da": 10.967144012451172,
        "E_coh": 0.9108482599258423,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.22,
              29.0
            ],
            [
              -93.17,
              29.0
            ],
            [
              -93.15,
              28.99
            ],
            [
              -93.13,
              28.96
            ],
            [
              -93.13,
              28.9
            ],
            [
              -93.12,
              28.88
            ],
            [
              -93.13,
              28.87
            ],
            [
              -93.13,
              28.85
            ],
            [
              -93.17,
              28.82
            ],
            [
              -93.21,
              28.83
            ],
            [
              -93.28,
              28.9
            ],
            [
              -93.28,
              28.94
            ],
            [
              -93.26,
              28.98
            ],
            [
              -93.22,
              29.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1676,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6abea0434a63c0586b4f2ba57d176769bcb76004d25a386deebe865a1b89baf7",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1676,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "430355d0bc5ad3e096b25d1a6c3b8f325a2bd8ca0b120f5ac3b1c189ad734bcf"
      },
      "receipt_sha256": "430355d0bc5ad3e096b25d1a6c3b8f325a2bd8ca0b120f5ac3b1c189ad734bcf"
    },
    {
      "storm_id": "924517",
      "lat": 34.2678,
      "lon": -76.1356,
      "motion_east": 2.0,
      "motion_south": 6.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1333.0,
      "ebshear": 29.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2488
        },
        {
          "name": "alignment",
          "value": 1.8436
        },
        {
          "name": "tau",
          "value": 1.7693
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1651
      },
      "coherence_score": 1.7692822217941284,
      "coherence_diagnostics": {
        "tau": 1.7692822217941284,
        "grad_tau": 0.26379144191741943,
        "torsion": 0.0,
        "alignment": 1.8435556888580322,
        "S_field": 0.3326338529586792,
        "Gamma_field": 0.5139806866645813,
        "S_over_Gamma": 0.6471719145774841,
        "Da": 31.69988250732422,
        "E_coh": 0.8547161817550659,
        "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": [
          [
            [
              -76.14,
              34.3
            ],
            [
              -76.12,
              34.3
            ],
            [
              -76.1,
              34.28
            ],
            [
              -76.1,
              34.25
            ],
            [
              -76.12,
              34.23
            ],
            [
              -76.16,
              34.23
            ],
            [
              -76.17,
              34.24
            ],
            [
              -76.17,
              34.28
            ],
            [
              -76.14,
              34.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1651,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ff7671246549b23edbcfc4c4ae7f924e26c2d094a1daf6b4cb56d89a8ea58d95",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1651,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e290369775624ca39bcb29a1a6e8fa295a43fd2605aa954e3e76a41052160fc"
      },
      "receipt_sha256": "9e290369775624ca39bcb29a1a6e8fa295a43fd2605aa954e3e76a41052160fc"
    },
    {
      "storm_id": "924434",
      "lat": 48.4783,
      "lon": -72.935,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 31.0,
      "ebshear": 6.0,
      "srh01": 99.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2488
        },
        {
          "name": "alignment",
          "value": -10.2716
        },
        {
          "name": "tau",
          "value": 0.3876
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.164
      },
      "coherence_score": 0.3875769376754761,
      "coherence_diagnostics": {
        "tau": 0.3875769376754761,
        "grad_tau": 0.2814478576183319,
        "torsion": 0.0,
        "alignment": -10.271553039550781,
        "S_field": 0.3848159909248352,
        "Gamma_field": 0.21398071944713593,
        "S_over_Gamma": 1.7983676195144653,
        "Da": 12.748208999633789,
        "E_coh": 0.7993060946464539,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.89,
              48.58
            ],
            [
              -72.84,
              48.58
            ],
            [
              -72.83,
              48.57
            ],
            [
              -72.83,
              48.52
            ],
            [
              -72.84,
              48.51
            ],
            [
              -72.88,
              48.5
            ],
            [
              -72.9,
              48.48
            ],
            [
              -72.88,
              48.45
            ],
            [
              -72.88,
              48.43
            ],
            [
              -72.9,
              48.41
            ],
            [
              -72.9,
              48.4
            ],
            [
              -72.94,
              48.4
            ],
            [
              -72.95,
              48.41
            ],
            [
              -72.99,
              48.41
            ],
            [
              -73.0,
              48.4
            ],
            [
              -73.06,
              48.4
            ],
            [
              -73.09,
              48.43
            ],
            [
              -73.08,
              48.45
            ],
            [
              -73.08,
              48.48
            ],
            [
              -73.04,
              48.5
            ],
            [
              -72.93,
              48.5
            ],
            [
              -72.91,
              48.52
            ],
            [
              -72.91,
              48.57
            ],
            [
              -72.89,
              48.58
            ]
          ]
        ]
      },
      "raw_probability": 0.164,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a252bd49d4777e9dbe0d8f8b7dc6736e39bafbbf030faee213ef2434c56dc915",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.164,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccb91650bc9aec97b5a827e4bb9da0593837afa4a458b07834d4b32a25b0501d"
      },
      "receipt_sha256": "ccb91650bc9aec97b5a827e4bb9da0593837afa4a458b07834d4b32a25b0501d"
    },
    {
      "storm_id": "923905",
      "lat": 29.5637,
      "lon": -94.0475,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3319.0,
      "ebshear": 23.0,
      "srh01": 75.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1238
        },
        {
          "name": "alignment",
          "value": -0.569
        },
        {
          "name": "tau",
          "value": 2.5754
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1639
      },
      "coherence_score": 2.575371742248535,
      "coherence_diagnostics": {
        "tau": 2.575371742248535,
        "grad_tau": 0.5363602042198181,
        "torsion": 0.0,
        "alignment": -0.5689773559570312,
        "S_field": 0.6204102039337158,
        "Gamma_field": 0.21231405436992645,
        "S_over_Gamma": 2.9221343994140625,
        "Da": 13.704901695251465,
        "E_coh": 0.8957443237304688,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.07,
              29.6
            ],
            [
              -94.02,
              29.6
            ],
            [
              -94.0,
              29.58
            ],
            [
              -94.0,
              29.5
            ],
            [
              -94.06,
              29.5
            ],
            [
              -94.08,
              29.54
            ],
            [
              -94.08,
              29.59
            ],
            [
              -94.07,
              29.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1639,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "538f46c56b19a333c31fa72bbdf7f76d66466721e5b80268764db5b28af57d80",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1639,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a461ab7c35f2ecc8a79026373de134edc979e4f6cb0716879792508ec08cbb53"
      },
      "receipt_sha256": "a461ab7c35f2ecc8a79026373de134edc979e4f6cb0716879792508ec08cbb53"
    },
    {
      "storm_id": "924524",
      "lat": 29.0475,
      "lon": -93.5787,
      "motion_east": 1.7,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2769.0,
      "ebshear": 27.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -2.5627
        },
        {
          "name": "tau",
          "value": 3.2198
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1626
      },
      "coherence_score": 3.219792604446411,
      "coherence_diagnostics": {
        "tau": 3.219792604446411,
        "grad_tau": 0.26299533247947693,
        "torsion": 0.0,
        "alignment": -2.5626771450042725,
        "S_field": 1.1165074110031128,
        "Gamma_field": 0.17481404542922974,
        "S_over_Gamma": 6.386828899383545,
        "Da": 10.967144012451172,
        "E_coh": 0.9108482599258423,
        "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": [
          [
            [
              -93.59,
              29.08
            ],
            [
              -93.55,
              29.08
            ],
            [
              -93.55,
              29.02
            ],
            [
              -93.57,
              29.02
            ],
            [
              -93.58,
              29.01
            ],
            [
              -93.6,
              29.02
            ],
            [
              -93.6,
              29.07
            ],
            [
              -93.59,
              29.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1626,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ac4578693906ed914df0c982cd96a6c8d842171920144ab42ff39578261f1f5a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1626,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ecdc1e7da7f54cff1bcc66c54604b09ca1e1ca05b18631c09d5dcc0a7cc74ab5"
      },
      "receipt_sha256": "ecdc1e7da7f54cff1bcc66c54604b09ca1e1ca05b18631c09d5dcc0a7cc74ab5"
    },
    {
      "storm_id": "924482",
      "lat": 29.2945,
      "lon": -94.0018,
      "motion_east": 3.3,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3006.0,
      "ebshear": 25.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8738
        },
        {
          "name": "alignment",
          "value": -2.4954
        },
        {
          "name": "tau",
          "value": 2.8003
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1605
      },
      "coherence_score": 2.800271511077881,
      "coherence_diagnostics": {
        "tau": 2.800271511077881,
        "grad_tau": 0.48663729429244995,
        "torsion": 0.0,
        "alignment": -2.495417594909668,
        "S_field": 0.8505103588104248,
        "Gamma_field": 0.15398071706295013,
        "S_over_Gamma": 5.523486137390137,
        "Da": 10.050104141235352,
        "E_coh": 0.9003744721412659,
        "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": [
          [
            [
              -94.03,
              29.34
            ],
            [
              -93.99,
              29.34
            ],
            [
              -93.97,
              29.33
            ],
            [
              -93.96,
              29.31
            ],
            [
              -93.96,
              29.27
            ],
            [
              -93.97,
              29.25
            ],
            [
              -93.99,
              29.24
            ],
            [
              -94.02,
              29.24
            ],
            [
              -94.05,
              29.26
            ],
            [
              -94.05,
              29.32
            ],
            [
              -94.03,
              29.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1605,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "dfeb65f0c4c20f470e2905c4171cb6bd3719c044f1a96ce4a6d36e1960898f81",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1605,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6a3d0588a39fc55a03d42937ef45b8acb478ca124239d7d7e61f597a9b2d08d"
      },
      "receipt_sha256": "f6a3d0588a39fc55a03d42937ef45b8acb478ca124239d7d7e61f597a9b2d08d"
    },
    {
      "storm_id": "923969",
      "lat": 28.9438,
      "lon": -91.3825,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2441.0,
      "ebshear": 23.0,
      "srh01": 93.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4988
        },
        {
          "name": "alignment",
          "value": -0.5185
        },
        {
          "name": "tau",
          "value": 3.4957
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1521
      },
      "coherence_score": 3.4957122802734375,
      "coherence_diagnostics": {
        "tau": 3.4957122802734375,
        "grad_tau": 0.2133459746837616,
        "torsion": 0.0,
        "alignment": -0.5185391306877136,
        "S_field": 0.9994025230407715,
        "Gamma_field": 0.25981405377388,
        "S_over_Gamma": 3.846606969833374,
        "Da": 15.996804237365723,
        "E_coh": 0.9818296432495117,
        "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": [
          [
            [
              -91.4,
              28.97
            ],
            [
              -91.37,
              28.97
            ],
            [
              -91.35,
              28.95
            ],
            [
              -91.35,
              28.92
            ],
            [
              -91.36,
              28.91
            ],
            [
              -91.41,
              28.91
            ],
            [
              -91.42,
              28.95
            ],
            [
              -91.4,
              28.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1521,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "228a5fbda8586511adbc50d939e31ed288bdffa298e8ccca4c4ebf5409084b63",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1521,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dd70ede8e6073de91572ca68bc3c189477cff4b4bd26703de5c0b983b742b0f"
      },
      "receipt_sha256": "6dd70ede8e6073de91572ca68bc3c189477cff4b4bd26703de5c0b983b742b0f"
    },
    {
      "storm_id": "924332",
      "lat": 31.1308,
      "lon": -89.1038,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1475.0,
      "ebshear": 18.0,
      "srh01": 57.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3738
        },
        {
          "name": "alignment",
          "value": -2.462
        },
        {
          "name": "tau",
          "value": 2.1438
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1503
      },
      "coherence_score": 2.143826484680176,
      "coherence_diagnostics": {
        "tau": 2.143826484680176,
        "grad_tau": 0.036211442202329636,
        "torsion": 0.0,
        "alignment": -2.4619624614715576,
        "S_field": 0.40776586532592773,
        "Gamma_field": 0.23231405019760132,
        "S_over_Gamma": 1.7552354335784912,
        "Da": 14.466578483581543,
        "E_coh": 0.7797037363052368,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.15,
              31.18
            ],
            [
              -89.1,
              31.18
            ],
            [
              -89.06,
              31.16
            ],
            [
              -89.04,
              31.14
            ],
            [
              -89.04,
              31.11
            ],
            [
              -89.05,
              31.09
            ],
            [
              -89.07,
              31.09
            ],
            [
              -89.08,
              31.08
            ],
            [
              -89.12,
              31.1
            ],
            [
              -89.15,
              31.1
            ],
            [
              -89.17,
              31.12
            ],
            [
              -89.17,
              31.17
            ],
            [
              -89.15,
              31.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1503,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2f13b56521f039e92ad8e2d692319b025590fc9e5a631e997411ef4e0fe195e5",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1503,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "139804c829fe08c3d4e092ec2c4f16a0e80a39c6c0f2aa40823d606f56b9193a"
      },
      "receipt_sha256": "139804c829fe08c3d4e092ec2c4f16a0e80a39c6c0f2aa40823d606f56b9193a"
    },
    {
      "storm_id": "924319",
      "lat": 34.2164,
      "lon": -76.2455,
      "motion_east": 2.0,
      "motion_south": 6.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1329.0,
      "ebshear": 27.0,
      "srh01": 47.0,
      "maxllaz": 0.006,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2488
        },
        {
          "name": "alignment",
          "value": 1.8436
        },
        {
          "name": "tau",
          "value": 1.7693
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1467
      },
      "coherence_score": 1.7692822217941284,
      "coherence_diagnostics": {
        "tau": 1.7692822217941284,
        "grad_tau": 0.26379144191741943,
        "torsion": 0.0,
        "alignment": 1.8435556888580322,
        "S_field": 0.3326338529586792,
        "Gamma_field": 0.5139806866645813,
        "S_over_Gamma": 0.6471719145774841,
        "Da": 31.69988250732422,
        "E_coh": 0.8547161817550659,
        "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": [
          [
            [
              -76.24,
              34.25
            ],
            [
              -76.21,
              34.24
            ],
            [
              -76.21,
              34.2
            ],
            [
              -76.22,
              34.19
            ],
            [
              -76.22,
              34.17
            ],
            [
              -76.26,
              34.17
            ],
            [
              -76.29,
              34.21
            ],
            [
              -76.29,
              34.22
            ],
            [
              -76.27,
              34.24
            ],
            [
              -76.25,
              34.24
            ],
            [
              -76.24,
              34.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1467,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "7ca938b67c71523e7c8448e987a561d634816d511c5a5ef813e32cd958dbe1b6",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1467,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12e26d00dbff153c9c6f93132d9714e4a95f685b1c6be563eb23d8f70628413c"
      },
      "receipt_sha256": "12e26d00dbff153c9c6f93132d9714e4a95f685b1c6be563eb23d8f70628413c"
    },
    {
      "storm_id": "924169",
      "lat": 28.915,
      "lon": -91.7931,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1836.0,
      "ebshear": 21.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4988
        },
        {
          "name": "alignment",
          "value": -0.5185
        },
        {
          "name": "tau",
          "value": 3.4957
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1465
      },
      "coherence_score": 3.4957122802734375,
      "coherence_diagnostics": {
        "tau": 3.4957122802734375,
        "grad_tau": 0.2133459746837616,
        "torsion": 0.0,
        "alignment": -0.5185391306877136,
        "S_field": 0.9994025230407715,
        "Gamma_field": 0.25981405377388,
        "S_over_Gamma": 3.846606969833374,
        "Da": 15.996804237365723,
        "E_coh": 0.9818296432495117,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.77,
              28.98
            ],
            [
              -91.7,
              28.98
            ],
            [
              -91.68,
              28.96
            ],
            [
              -91.68,
              28.92
            ],
            [
              -91.71,
              28.89
            ],
            [
              -91.74,
              28.89
            ],
            [
              -91.75,
              28.9
            ],
            [
              -91.8,
              28.9
            ],
            [
              -91.84,
              28.86
            ],
            [
              -91.86,
              28.85
            ],
            [
              -91.88,
              28.85
            ],
            [
              -91.91,
              28.87
            ],
            [
              -91.91,
              28.91
            ],
            [
              -91.88,
              28.95
            ],
            [
              -91.81,
              28.95
            ],
            [
              -91.77,
              28.98
            ]
          ]
        ]
      },
      "raw_probability": 0.1465,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "5fe5d84f1024537fec2b91a695667a047352cf57685e9383766ddb265501118b",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1465,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8319c6bea2232d93bed8a3d324226497d838dfee5c1317b476a1e7923b719333"
      },
      "receipt_sha256": "8319c6bea2232d93bed8a3d324226497d838dfee5c1317b476a1e7923b719333"
    },
    {
      "storm_id": "924024",
      "lat": 29.1471,
      "lon": -92.9229,
      "motion_east": 2.5,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2371.0,
      "ebshear": 27.0,
      "srh01": 81.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.7488
        },
        {
          "name": "alignment",
          "value": 1.7235
        },
        {
          "name": "tau",
          "value": 3.2838
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1457
      },
      "coherence_score": 3.283838987350464,
      "coherence_diagnostics": {
        "tau": 3.283838987350464,
        "grad_tau": 0.19442620873451233,
        "torsion": 0.0,
        "alignment": 1.7235338687896729,
        "S_field": 0.7460445761680603,
        "Gamma_field": 0.3381474018096924,
        "S_over_Gamma": 2.206270217895508,
        "Da": 21.061702728271484,
        "E_coh": 0.9404335618019104,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.83,
              29.24
            ],
            [
              -92.8,
              29.22
            ],
            [
              -92.8,
              29.19
            ],
            [
              -92.89,
              29.1
            ],
            [
              -92.9,
              29.1
            ],
            [
              -92.94,
              29.06
            ],
            [
              -92.96,
              29.05
            ],
            [
              -93.02,
              29.05
            ],
            [
              -93.04,
              29.07
            ],
            [
              -93.04,
              29.11
            ],
            [
              -93.03,
              29.13
            ],
            [
              -92.99,
              29.14
            ],
            [
              -92.95,
              29.18
            ],
            [
              -92.91,
              29.2
            ],
            [
              -92.89,
              29.2
            ],
            [
              -92.87,
              29.22
            ],
            [
              -92.83,
              29.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1457,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "815a73b4602305da5f1fbdf9d1a176431ae15a206bf699c92796b9e020edbe89",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1457,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd055f48e7da3703d56fd6fa8f0dd33e49268fd8470007edaacf5013cd48c01b"
      },
      "receipt_sha256": "bd055f48e7da3703d56fd6fa8f0dd33e49268fd8470007edaacf5013cd48c01b"
    },
    {
      "storm_id": "924231",
      "lat": 28.86,
      "lon": -93.6533,
      "motion_east": 2.0,
      "motion_south": 0.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2849.0,
      "ebshear": 24.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4988
        },
        {
          "name": "alignment",
          "value": -2.5627
        },
        {
          "name": "tau",
          "value": 3.2198
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1442
      },
      "coherence_score": 3.219792604446411,
      "coherence_diagnostics": {
        "tau": 3.219792604446411,
        "grad_tau": 0.26299533247947693,
        "torsion": 0.0,
        "alignment": -2.5626771450042725,
        "S_field": 1.1165074110031128,
        "Gamma_field": 0.17481404542922974,
        "S_over_Gamma": 6.386828899383545,
        "Da": 10.967144012451172,
        "E_coh": 0.9108482599258423,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.66,
              28.9
            ],
            [
              -93.64,
              28.9
            ],
            [
              -93.61,
              28.87
            ],
            [
              -93.61,
              28.84
            ],
            [
              -93.63,
              28.81
            ],
            [
              -93.67,
              28.81
            ],
            [
              -93.7,
              28.84
            ],
            [
              -93.7,
              28.87
            ],
            [
              -93.66,
              28.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1442,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "7593d1963956933b6d7bac4a0857f4c4ebedae0409861e1b2a82768f9ef68c8a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1442,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e46d6ebf4888b3c858aade3e1ffddd9c0b2b21b801598984fd0f43e24eeb5dca"
      },
      "receipt_sha256": "e46d6ebf4888b3c858aade3e1ffddd9c0b2b21b801598984fd0f43e24eeb5dca"
    },
    {
      "storm_id": "924090",
      "lat": 29.9393,
      "lon": -83.436,
      "motion_east": 9.1,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2997.0,
      "ebshear": 11.0,
      "srh01": 41.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3738
        },
        {
          "name": "alignment",
          "value": 0.4892
        },
        {
          "name": "tau",
          "value": 4.048
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1412
      },
      "coherence_score": 4.0479607582092285,
      "coherence_diagnostics": {
        "tau": 4.0479607582092285,
        "grad_tau": 0.2984601557254791,
        "torsion": 0.0,
        "alignment": 0.4891774356365204,
        "S_field": 1.0216156244277954,
        "Gamma_field": 0.24648071825504303,
        "S_over_Gamma": 4.144809722900391,
        "Da": 14.881866455078125,
        "E_coh": 0.9698371291160583,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.47,
              30.02
            ],
            [
              -83.42,
              30.02
            ],
            [
              -83.41,
              30.01
            ],
            [
              -83.41,
              29.98
            ],
            [
              -83.38,
              29.93
            ],
            [
              -83.38,
              29.9
            ],
            [
              -83.36,
              29.88
            ],
            [
              -83.36,
              29.86
            ],
            [
              -83.37,
              29.85
            ],
            [
              -83.49,
              29.85
            ],
            [
              -83.52,
              29.88
            ],
            [
              -83.52,
              29.93
            ],
            [
              -83.49,
              29.97
            ],
            [
              -83.49,
              29.99
            ],
            [
              -83.47,
              30.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1412,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f58037553882589db843eaeb39d6ecf5b07af00b8ddbd5ad0074b32645312bd5",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1412,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6c9250c5b4520ebf88255ea7e48259f296fd41b0a5beaf20fa4c77f3b026afc"
      },
      "receipt_sha256": "d6c9250c5b4520ebf88255ea7e48259f296fd41b0a5beaf20fa4c77f3b026afc"
    },
    {
      "storm_id": "924337",
      "lat": 29.1478,
      "lon": -90.0856,
      "motion_east": 5.0,
      "motion_south": 1.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2213.0,
      "ebshear": 20.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2488
        },
        {
          "name": "alignment",
          "value": -1.9362
        },
        {
          "name": "tau",
          "value": 3.619
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1399
      },
      "coherence_score": 3.6190249919891357,
      "coherence_diagnostics": {
        "tau": 3.6190249919891357,
        "grad_tau": 0.3573664128780365,
        "torsion": 0.0,
        "alignment": -1.9362201690673828,
        "S_field": 1.1658718585968018,
        "Gamma_field": 0.267314076423645,
        "S_over_Gamma": 4.361430644989014,
        "Da": 17.554712295532227,
        "E_coh": 0.9777634739875793,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.09,
              29.18
            ],
            [
              -90.06,
              29.18
            ],
            [
              -90.05,
              29.16
            ],
            [
              -90.05,
              29.12
            ],
            [
              -90.06,
              29.11
            ],
            [
              -90.12,
              29.11
            ],
            [
              -90.12,
              29.14
            ],
            [
              -90.13,
              29.15
            ],
            [
              -90.09,
              29.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1399,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "db16ffe763bebc4cf9287ed5347fff8554545fcae38b952ad61aa36632d04acc",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1399,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71d4d1ea927c7edf8fc9929cf091373b9bae924ed54acdac130a0311b5db0d26"
      },
      "receipt_sha256": "71d4d1ea927c7edf8fc9929cf091373b9bae924ed54acdac130a0311b5db0d26"
    },
    {
      "storm_id": "924324",
      "lat": 29.6167,
      "lon": -84.3667,
      "motion_east": 6.8,
      "motion_south": 1.6,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2971.0,
      "ebshear": 16.0,
      "srh01": 53.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8738
        },
        {
          "name": "alignment",
          "value": 0.6278
        },
        {
          "name": "tau",
          "value": 3.9457
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1373
      },
      "coherence_score": 3.9457311630249023,
      "coherence_diagnostics": {
        "tau": 3.9457311630249023,
        "grad_tau": 0.3194158971309662,
        "torsion": 0.0,
        "alignment": 0.6277599930763245,
        "S_field": 1.0540004968643188,
        "Gamma_field": 0.21398071944713593,
        "S_over_Gamma": 4.925679683685303,
        "Da": 13.45833969116211,
        "E_coh": 0.9817146062850952,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.38,
              29.65
            ],
            [
              -84.35,
              29.65
            ],
            [
              -84.33,
              29.63
            ],
            [
              -84.33,
              29.59
            ],
            [
              -84.34,
              29.58
            ],
            [
              -84.39,
              29.58
            ],
            [
              -84.4,
              29.59
            ],
            [
              -84.4,
              29.63
            ],
            [
              -84.38,
              29.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1373,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "175375333227a1bfecf0b4046b2528b0cabcc8696eccdeace8d7d7f6368e8563",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1373,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "82a93347081571c9966ce69b6482d45899dabf030c11026d7bd4501312d3d09e"
      },
      "receipt_sha256": "82a93347081571c9966ce69b6482d45899dabf030c11026d7bd4501312d3d09e"
    },
    {
      "storm_id": "924284",
      "lat": 48.2827,
      "lon": -72.67,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 14.0,
      "ebshear": 9.0,
      "srh01": 136.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2488
        },
        {
          "name": "alignment",
          "value": -10.2716
        },
        {
          "name": "tau",
          "value": 0.3876
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.137
      },
      "coherence_score": 0.3875769376754761,
      "coherence_diagnostics": {
        "tau": 0.3875769376754761,
        "grad_tau": 0.2814478576183319,
        "torsion": 0.0,
        "alignment": -10.271553039550781,
        "S_field": 0.3848159909248352,
        "Gamma_field": 0.21398071944713593,
        "S_over_Gamma": 1.7983676195144653,
        "Da": 12.748208999633789,
        "E_coh": 0.7993060946464539,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.66,
              48.33
            ],
            [
              -72.63,
              48.33
            ],
            [
              -72.61,
              48.31
            ],
            [
              -72.64,
              48.27
            ],
            [
              -72.64,
              48.25
            ],
            [
              -72.67,
              48.22
            ],
            [
              -72.73,
              48.22
            ],
            [
              -72.73,
              48.26
            ],
            [
              -72.7,
              48.29
            ],
            [
              -72.7,
              48.3
            ],
            [
              -72.66,
              48.33
            ]
          ]
        ]
      },
      "raw_probability": 0.137,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "fdb51864ffa68a115c8122ef7395a5473fafc5bba3cf2bac53d04191c971ed01",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.137,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "397072f402488668cea52dd17b1e9b476b5fbab3a04617399af6149fd19f4cb0"
      },
      "receipt_sha256": "397072f402488668cea52dd17b1e9b476b5fbab3a04617399af6149fd19f4cb0"
    },
    {
      "storm_id": "924476",
      "lat": 30.7878,
      "lon": -93.5678,
      "motion_east": 3.9,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1927.0,
      "ebshear": 20.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.3738
        },
        {
          "name": "alignment",
          "value": -2.2983
        },
        {
          "name": "tau",
          "value": 2.234
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1351
      },
      "coherence_score": 2.2339673042297363,
      "coherence_diagnostics": {
        "tau": 2.2339673042297363,
        "grad_tau": 0.5971648097038269,
        "torsion": 0.0,
        "alignment": -2.298323631286621,
        "S_field": 0.8653734922409058,
        "Gamma_field": 0.16398072242736816,
        "S_over_Gamma": 5.27728796005249,
        "Da": 10.295766830444336,
        "E_coh": 0.8753638863563538,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.58,
              30.82
            ],
            [
              -93.55,
              30.82
            ],
            [
              -93.51,
              30.78
            ],
            [
              -93.52,
              30.74
            ],
            [
              -93.58,
              30.74
            ],
            [
              -93.59,
              30.75
            ],
            [
              -93.61,
              30.81
            ],
            [
              -93.59,
              30.81
            ],
            [
              -93.58,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1351,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "04bf1ff72addf392617d26604f16ddb607843e530777a107883c2864ad4714b9",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1351,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a87be4273541af3310eba1ce42405049c95b4ed935691633d1d54224cebf3afb"
      },
      "receipt_sha256": "a87be4273541af3310eba1ce42405049c95b4ed935691633d1d54224cebf3afb"
    },
    {
      "storm_id": "924497",
      "lat": 29.4859,
      "lon": -92.7459,
      "motion_east": 1.5,
      "motion_south": 1.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1173.0,
      "ebshear": 27.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.9988
        },
        {
          "name": "alignment",
          "value": -1.8147
        },
        {
          "name": "tau",
          "value": 3.1926
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.134
      },
      "coherence_score": 3.1926393508911133,
      "coherence_diagnostics": {
        "tau": 3.1926393508911133,
        "grad_tau": 0.28012382984161377,
        "torsion": 0.0,
        "alignment": -1.8146576881408691,
        "S_field": 1.0352528095245361,
        "Gamma_field": 0.22814738750457764,
        "S_over_Gamma": 4.537649154663086,
        "Da": 14.672114372253418,
        "E_coh": 0.939361035823822,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.78,
              29.55
            ],
            [
              -92.74,
              29.55
            ],
            [
              -92.7,
              29.52
            ],
            [
              -92.69,
              29.52
            ],
            [
              -92.69,
              29.51
            ],
            [
              -92.66,
              29.49
            ],
            [
              -92.67,
              29.45
            ],
            [
              -92.7,
              29.43
            ],
            [
              -92.71,
              29.44
            ],
            [
              -92.75,
              29.44
            ],
            [
              -92.76,
              29.45
            ],
            [
              -92.79,
              29.45
            ],
            [
              -92.8,
              29.46
            ],
            [
              -92.81,
              29.45
            ],
            [
              -92.83,
              29.49
            ],
            [
              -92.82,
              29.51
            ],
            [
              -92.78,
              29.55
            ]
          ]
        ]
      },
      "raw_probability": 0.134,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "89c1d15516dc92e350a2a4e24052fc1512bf7025e5c6d63a5c4716ecadab18da",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.134,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9089f5abce3206f7bc70c10e00f3e3e0a92b08a123e4e5d9f3806e2c8e257e6b"
      },
      "receipt_sha256": "9089f5abce3206f7bc70c10e00f3e3e0a92b08a123e4e5d9f3806e2c8e257e6b"
    },
    {
      "storm_id": "924512",
      "lat": 29.7057,
      "lon": -94.1671,
      "motion_east": 3.3,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2522.0,
      "ebshear": 20.0,
      "srh01": 67.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1238
        },
        {
          "name": "alignment",
          "value": -0.569
        },
        {
          "name": "tau",
          "value": 2.5754
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1305
      },
      "coherence_score": 2.575371742248535,
      "coherence_diagnostics": {
        "tau": 2.575371742248535,
        "grad_tau": 0.5363602042198181,
        "torsion": 0.0,
        "alignment": -0.5689773559570312,
        "S_field": 0.6204102039337158,
        "Gamma_field": 0.21231405436992645,
        "S_over_Gamma": 2.9221343994140625,
        "Da": 13.704901695251465,
        "E_coh": 0.8957443237304688,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.21,
              29.74
            ],
            [
              -94.15,
              29.74
            ],
            [
              -94.13,
              29.72
            ],
            [
              -94.13,
              29.67
            ],
            [
              -94.14,
              29.66
            ],
            [
              -94.2,
              29.67
            ],
            [
              -94.21,
              29.74
            ]
          ]
        ]
      },
      "raw_probability": 0.1305,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "201b42216b6f6ff4bbcfd84070edf5c42550a1a0010ea31b8d0a46199e792d80",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1305,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2e4f4da3346663fed9da67746693c2f4b0151348e22ca66a680ee2c944677fa"
      },
      "receipt_sha256": "d2e4f4da3346663fed9da67746693c2f4b0151348e22ca66a680ee2c944677fa"
    },
    {
      "storm_id": "924101",
      "lat": 30.357,
      "lon": -93.914,
      "motion_east": 3.6,
      "motion_south": 0.2,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2089.0,
      "ebshear": 23.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7488
        },
        {
          "name": "alignment",
          "value": -2.3903
        },
        {
          "name": "tau",
          "value": 2.7409
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1249
      },
      "coherence_score": 2.7408640384674072,
      "coherence_diagnostics": {
        "tau": 2.7408640384674072,
        "grad_tau": 0.46186563372612,
        "torsion": 0.0,
        "alignment": -2.3903470039367676,
        "S_field": 1.009031057357788,
        "Gamma_field": 0.15648071467876434,
        "S_over_Gamma": 6.448277473449707,
        "Da": 10.094870567321777,
        "E_coh": 0.9553189277648926,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.92,
              30.39
            ],
            [
              -93.88,
              30.39
            ],
            [
              -93.87,
              30.37
            ],
            [
              -93.87,
              30.35
            ],
            [
              -93.9,
              30.31
            ],
            [
              -93.94,
              30.31
            ],
            [
              -93.95,
              30.32
            ],
            [
              -93.95,
              30.36
            ],
            [
              -93.94,
              30.38
            ],
            [
              -93.92,
              30.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1249,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "4ac23a18bbda7ac51dc67175a5e148d5ccc7bee6d13d0ec8e66fee4fd2f6eab1",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1249,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7c1f9fcf9d7bdf926e21ab1f6e4a1425882735efbe7e14f9d48f827f9e7986f"
      },
      "receipt_sha256": "b7c1f9fcf9d7bdf926e21ab1f6e4a1425882735efbe7e14f9d48f827f9e7986f"
    },
    {
      "storm_id": "924458",
      "lat": 32.2419,
      "lon": -97.9737,
      "motion_east": 4.3,
      "motion_south": 1.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1192.0,
      "ebshear": 20.0,
      "srh01": 58.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1238
        },
        {
          "name": "alignment",
          "value": -2.1379
        },
        {
          "name": "tau",
          "value": 0.6924
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1181
      },
      "coherence_score": 0.6923717260360718,
      "coherence_diagnostics": {
        "tau": 0.6923717260360718,
        "grad_tau": 0.22006216645240784,
        "torsion": 0.0,
        "alignment": -2.1378536224365234,
        "S_field": 0.16267307102680206,
        "Gamma_field": 0.46231406927108765,
        "S_over_Gamma": 0.35186702013015747,
        "Da": 28.907596588134766,
        "E_coh": 0.3978264033794403,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.85,
              32.42
            ],
            [
              -97.84,
              32.41
            ],
            [
              -97.83,
              32.42
            ],
            [
              -97.82,
              32.42
            ],
            [
              -97.81,
              32.41
            ],
            [
              -97.8,
              32.41
            ],
            [
              -97.79,
              32.41
            ],
            [
              -97.78,
              32.4
            ],
            [
              -97.77,
              32.39
            ],
            [
              -97.76,
              32.39
            ],
            [
              -97.75,
              32.39
            ],
            [
              -97.74,
              32.39
            ],
            [
              -97.73,
              32.38
            ],
            [
              -97.72,
              32.38
            ],
            [
              -97.71,
              32.37
            ],
            [
              -97.7,
              32.36
            ],
            [
              -97.7,
              32.35
            ],
            [
              -97.7,
              32.34
            ],
            [
              -97.7,
              32.33
            ],
            [
              -97.7,
              32.32
            ],
            [
              -97.71,
              32.31
            ],
            [
              -97.72,
              32.31
            ],
            [
              -97.73,
              32.31
            ],
            [
              -97.74,
              32.3
            ],
            [
              -97.75,
              32.3
            ],
            [
              -97.76,
              32.3
            ],
            [
              -97.77,
              32.3
            ],
            [
              -97.78,
              32.31
            ],
            [
              -97.79,
              32.31
            ],
            [
              -97.8,
              32.31
            ],
            [
              -97.81,
              32.31
            ],
            [
              -97.82,
              32.32
            ],
            [
              -97.83,
              32.33
            ],
            [
              -97.84,
              32.33
            ],
            [
              -97.85,
              32.33
            ],
            [
              -97.86,
              32.32
            ],
            [
              -97.87,
              32.31
            ],
            [
              -97.88,
              32.3
            ],
            [
              -97.89,
              32.3
            ],
            [
              -97.9,
              32.29
            ],
            [
              -97.9,
              32.28
            ],
            [
              -97.91,
              32.27
            ],
            [
              -97.92,
              32.26
            ],
            [
              -97.93,
              32.25
            ],
            [
              -97.94,
              32.25
            ],
            [
              -97.95,
              32.24
            ],
            [
              -97.96,
              32.23
            ],
            [
              -97.96,
              32.22
            ],
            [
              -97.96,
              32.21
            ],
            [
              -97.97,
              32.2
            ],
            [
              -97.98,
              32.19
            ],
            [
              -97.99,
              32.18
            ],
            [
              -98.0,
              32.17
            ],
            [
              -98.01,
              32.17
            ],
            [
              -98.02,
              32.16
            ],
            [
              -98.03,
              32.15
            ],
            [
              -98.04,
              32.15
            ],
            [
              -98.05,
              32.14
            ],
            [
              -98.06,
              32.14
            ],
            [
              -98.07,
              32.13
            ],
            [
              -98.08,
              32.13
            ],
            [
              -98.09,
              32.13
            ],
            [
              -98.1,
              32.13
            ],
            [
              -98.11,
              32.13
            ],
            [
              -98.12,
              32.13
            ],
            [
              -98.13,
              32.12
            ],
            [
              -98.14,
              32.12
            ],
            [
              -98.15,
              32.12
            ],
            [
              -98.16,
              32.11
            ],
            [
              -98.17,
              32.1
            ],
            [
              -98.17,
              32.09
            ],
            [
              -98.17,
              32.08
            ],
            [
              -98.17,
              32.07
            ],
            [
              -98.17,
              32.06
            ],
            [
              -98.18,
              32.05
            ],
            [
              -98.19,
              32.05
            ],
            [
              -98.2,
              32.05
            ],
            [
              -98.21,
              32.05
            ],
            [
              -98.22,
              32.05
            ],
            [
              -98.23,
              32.06
            ],
            [
              -98.23,
              32.07
            ],
            [
              -98.22,
              32.08
            ],
            [
              -98.21,
              32.09
            ],
            [
              -98.21,
              32.1
            ],
            [
              -98.21,
              32.11
            ],
            [
              -98.2,
              32.12
            ],
            [
              -98.19,
              32.11
            ],
            [
              -98.18,
              32.11
            ],
            [
              -98.17,
              32.11
            ],
            [
              -98.16,
              32.11
            ],
            [
              -98.15,
              32.12
            ],
            [
              -98.15,
              32.13
            ],
            [
              -98.14,
              32.14
            ],
            [
              -98.14,
              32.15
            ],
            [
              -98.15,
              32.16
            ],
            [
              -98.16,
              32.17
            ],
            [
              -98.16,
              32.18
            ],
            [
              -98.15,
              32.19
            ],
            [
              -98.14,
              32.2
            ],
            [
              -98.13,
              32.2
            ],
            [
              -98.12,
              32.2
            ],
            [
              -98.11,
              32.2
            ],
            [
              -98.1,
              32.2
            ],
            [
              -98.09,
              32.21
            ],
            [
              -98.08,
              32.21
            ],
            [
              -98.07,
              32.22
            ],
            [
              -98.06,
              32.23
            ],
            [
              -98.05,
              32.24
            ],
            [
              -98.04,
              32.24
            ],
            [
              -98.03,
              32.25
            ],
            [
              -98.02,
              32.25
            ],
            [
              -98.01,
              32.26
            ],
            [
              -98.0,
              32.26
            ],
            [
              -97.99,
              32.27
            ],
            [
              -97.98,
              32.27
            ],
            [
              -97.97,
              32.27
            ],
            [
              -97.96,
              32.28
            ],
            [
              -97.95,
              32.28
            ],
            [
              -97.94,
              32.29
            ],
            [
              -97.94,
              32.3
            ],
            [
              -97.94,
              32.31
            ],
            [
              -97.94,
              32.32
            ],
            [
              -97.93,
              32.33
            ],
            [
              -97.92,
              32.33
            ],
            [
              -97.91,
              32.33
            ],
            [
              -97.9,
              32.33
            ],
            [
              -97.89,
              32.34
            ],
            [
              -97.88,
              32.35
            ],
            [
              -97.88,
              32.36
            ],
            [
              -97.87,
              32.37
            ],
            [
              -97.87,
              32.38
            ],
            [
              -97.87,
              32.39
            ],
            [
              -97.87,
              32.4
            ],
            [
              -97.86,
              32.41
            ],
            [
              -97.85,
              32.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1181,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ee2b455c89944c504a6f8a11ad1e1a8836004adb9a2306efea1f6557eca60730",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1181,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "48e39cf1f306d5ad0cf4dee55883b8c9a2f0e1165f358313624006b489f2a311"
      },
      "receipt_sha256": "48e39cf1f306d5ad0cf4dee55883b8c9a2f0e1165f358313624006b489f2a311"
    },
    {
      "storm_id": "924493",
      "lat": 30.3089,
      "lon": -87.8744,
      "motion_east": 2.8,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1818.0,
      "ebshear": 9.0,
      "srh01": 63.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.4988
        },
        {
          "name": "alignment",
          "value": 6.839
        },
        {
          "name": "tau",
          "value": 1.8925
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.112
      },
      "coherence_score": 1.8925371170043945,
      "coherence_diagnostics": {
        "tau": 1.8925371170043945,
        "grad_tau": 0.3131074011325836,
        "torsion": 0.0,
        "alignment": 6.839016437530518,
        "S_field": 0.22259840369224548,
        "Gamma_field": 1.2106473445892334,
        "S_over_Gamma": 0.18386726081371307,
        "Da": 77.95431518554688,
        "E_coh": 0.3527364730834961,
        "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": [
          [
            [
              -87.89,
              30.34
            ],
            [
              -87.86,
              30.34
            ],
            [
              -87.84,
              30.32
            ],
            [
              -87.84,
              30.28
            ],
            [
              -87.85,
              30.27
            ],
            [
              -87.88,
              30.27
            ],
            [
              -87.91,
              30.29
            ],
            [
              -87.91,
              30.33
            ],
            [
              -87.89,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.112,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "69f61e965922588000b299f6ee6ce89236b6cb376b86a0454d1e4aafe497cdde",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.112,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31793cbd8099f193d1acc9c10872dd6c40e4ab61c211665565afb6e3d9b319bc"
      },
      "receipt_sha256": "31793cbd8099f193d1acc9c10872dd6c40e4ab61c211665565afb6e3d9b319bc"
    },
    {
      "storm_id": "924118",
      "lat": 34.8715,
      "lon": -86.437,
      "motion_east": 4.8,
      "motion_south": 1.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1650.0,
      "ebshear": 12.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9988
        },
        {
          "name": "alignment",
          "value": 4.5384
        },
        {
          "name": "tau",
          "value": 2.3896
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1119
      },
      "coherence_score": 2.3896400928497314,
      "coherence_diagnostics": {
        "tau": 2.3896400928497314,
        "grad_tau": 0.3688023090362549,
        "torsion": 0.0,
        "alignment": 4.538358211517334,
        "S_field": 0.8945800065994263,
        "Gamma_field": 0.173980712890625,
        "S_over_Gamma": 5.141834259033203,
        "Da": 10.84942626953125,
        "E_coh": 0.8823692798614502,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.35,
              34.97
            ],
            [
              -86.34,
              34.96
            ],
            [
              -86.34,
              34.89
            ],
            [
              -86.36,
              34.87
            ],
            [
              -86.36,
              34.83
            ],
            [
              -86.37,
              34.81
            ],
            [
              -86.38,
              34.8
            ],
            [
              -86.4,
              34.8
            ],
            [
              -86.42,
              34.78
            ],
            [
              -86.49,
              34.78
            ],
            [
              -86.49,
              34.79
            ],
            [
              -86.55,
              34.85
            ],
            [
              -86.56,
              34.87
            ],
            [
              -86.55,
              34.88
            ],
            [
              -86.55,
              34.9
            ],
            [
              -86.53,
              34.9
            ],
            [
              -86.52,
              34.91
            ],
            [
              -86.44,
              34.91
            ],
            [
              -86.39,
              34.96
            ],
            [
              -86.35,
              34.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1119,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "e3aaafc5e4fd8c42b28e49f20e6826fc46ba416ed49fc5d3a036681dd0021067",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1119,
        "probability": 0.002191,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83e907c23d686515ed0987ac1ac6ba89ca112e29d493d6dd4252d16a2c34474f"
      },
      "receipt_sha256": "83e907c23d686515ed0987ac1ac6ba89ca112e29d493d6dd4252d16a2c34474f"
    },
    {
      "storm_id": "924093",
      "lat": 49.135,
      "lon": -73.17,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 221.0,
      "ebshear": 15.0,
      "srh01": 64.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8738
        },
        {
          "name": "alignment",
          "value": -3.0924
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1039
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3875769376754761,
        "torsion": 0.0,
        "alignment": -3.0923633575439453,
        "S_field": 0.19361001253128052,
        "Gamma_field": 0.1923140436410904,
        "S_over_Gamma": 1.0067387819290161,
        "Da": 12.398771286010742,
        "E_coh": 0.6381782293319702,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.19,
              49.16
            ],
            [
              -73.14,
              49.16
            ],
            [
              -73.14,
              49.13
            ],
            [
              -73.16,
              49.1
            ],
            [
              -73.2,
              49.1
            ],
            [
              -73.19,
              49.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1039,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "00381746a103893011ac1700f7c2975a58d2bd84869e9ce5f8e98109da22740a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1039,
        "probability": 0.001815,
        "confidence_lo": 0.00156,
        "confidence_hi": 0.001816,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51070cdea9e69117456944e13eea97ab8ae06a8f8e1f06638f1bdf4a826f0c7b"
      },
      "receipt_sha256": "51070cdea9e69117456944e13eea97ab8ae06a8f8e1f06638f1bdf4a826f0c7b"
    },
    {
      "storm_id": "924238",
      "lat": 29.4506,
      "lon": -95.0419,
      "motion_east": 4.7,
      "motion_south": -6.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2926.0,
      "ebshear": 19.0,
      "srh01": 41.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2488
        },
        {
          "name": "alignment",
          "value": 1.8948
        },
        {
          "name": "tau",
          "value": 2.0563
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1029
      },
      "coherence_score": 2.05625057220459,
      "coherence_diagnostics": {
        "tau": 2.05625057220459,
        "grad_tau": 0.33118200302124023,
        "torsion": 0.0,
        "alignment": 1.894806981086731,
        "S_field": 0.2756364345550537,
        "Gamma_field": 0.423980712890625,
        "S_over_Gamma": 0.6501154899597168,
        "Da": 27.494022369384766,
        "E_coh": 0.6078119874000549,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.16,
              29.51
            ],
            [
              -95.1,
              29.51
            ],
            [
              -95.05,
              29.47
            ],
            [
              -94.95,
              29.48
            ],
            [
              -94.95,
              29.47
            ],
            [
              -94.93,
              29.46
            ],
            [
              -94.92,
              29.44
            ],
            [
              -94.92,
              29.41
            ],
            [
              -94.96,
              29.39
            ],
            [
              -95.02,
              29.39
            ],
            [
              -95.03,
              29.38
            ],
            [
              -95.07,
              29.38
            ],
            [
              -95.13,
              29.45
            ],
            [
              -95.17,
              29.46
            ],
            [
              -95.15,
              29.5
            ],
            [
              -95.16,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1029,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "9bd6f0728c24c24c75ce4081420206862b46ffadcfa7a06e9588ae6af7a0239d",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.1029,
        "probability": 0.001815,
        "confidence_lo": 0.00156,
        "confidence_hi": 0.001816,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6142c1e913949d7343b453c67fd43097aba479d08d5ceb36bd9fe3ecd864466d"
      },
      "receipt_sha256": "6142c1e913949d7343b453c67fd43097aba479d08d5ceb36bd9fe3ecd864466d"
    },
    {
      "storm_id": "924411",
      "lat": 32.76,
      "lon": -97.8317,
      "motion_east": 3.5,
      "motion_south": 0.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 957.0,
      "ebshear": 19.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1238
        },
        {
          "name": "alignment",
          "value": -2.1379
        },
        {
          "name": "tau",
          "value": 0.6924
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0934
      },
      "coherence_score": 0.6923717260360718,
      "coherence_diagnostics": {
        "tau": 0.6923717260360718,
        "grad_tau": 0.22006216645240784,
        "torsion": 0.0,
        "alignment": -2.1378536224365234,
        "S_field": 0.16267307102680206,
        "Gamma_field": 0.46231406927108765,
        "S_over_Gamma": 0.35186702013015747,
        "Da": 28.907596588134766,
        "E_coh": 0.3978264033794403,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.86,
              32.8
            ],
            [
              -97.85,
              32.79
            ],
            [
              -97.81,
              32.79
            ],
            [
              -97.8,
              32.78
            ],
            [
              -97.81,
              32.77
            ],
            [
              -97.81,
              32.73
            ],
            [
              -97.8,
              32.72
            ],
            [
              -97.8,
              32.7
            ],
            [
              -97.84,
              32.71
            ],
            [
              -97.87,
              32.74
            ],
            [
              -97.87,
              32.79
            ],
            [
              -97.86,
              32.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0934,
      "confidence_lo": 0.0014,
      "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": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f3d588df1bde77a4e08b9770045d0747b8d137e1211636d30008ec58e43f5a43",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0934,
        "probability": 0.001474,
        "confidence_lo": 0.001366,
        "confidence_hi": 0.001474,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ea8cad4a6df687ec59418c4188729dcbe7fac302e354ef57e340b96f1d7b750"
      },
      "receipt_sha256": "1ea8cad4a6df687ec59418c4188729dcbe7fac302e354ef57e340b96f1d7b750"
    },
    {
      "storm_id": "924346",
      "lat": 34.7717,
      "lon": -75.7367,
      "motion_east": -2.0,
      "motion_south": 2.2,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 967.0,
      "ebshear": 21.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6238
        },
        {
          "name": "alignment",
          "value": 1.9065
        },
        {
          "name": "tau",
          "value": 1.664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0896
      },
      "coherence_score": 1.664013385772705,
      "coherence_diagnostics": {
        "tau": 1.664013385772705,
        "grad_tau": 0.38049545884132385,
        "torsion": 0.0,
        "alignment": 1.9065184593200684,
        "S_field": 0.23179608583450317,
        "Gamma_field": 0.6123140454292297,
        "S_over_Gamma": 0.3785575330257416,
        "Da": 36.485408782958984,
        "E_coh": 0.6546438932418823,
        "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": [
          [
            [
              -75.71,
              34.8
            ],
            [
              -75.67,
              34.8
            ],
            [
              -75.65,
              34.78
            ],
            [
              -75.66,
              34.74
            ],
            [
              -75.68,
              34.73
            ],
            [
              -75.8,
              34.72
            ],
            [
              -75.84,
              34.75
            ],
            [
              -75.82,
              34.79
            ],
            [
              -75.78,
              34.79
            ],
            [
              -75.77,
              34.78
            ],
            [
              -75.75,
              34.78
            ],
            [
              -75.71,
              34.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0896,
      "confidence_lo": 0.0014,
      "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": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "982f03655fde7044700c0c04451664674770878ba51d133a5b68af57af5b6117",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0896,
        "probability": 0.001474,
        "confidence_lo": 0.001366,
        "confidence_hi": 0.001474,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1834e6def752e0fbeeee29c446b4aa079600157e42da7a4c68c64421d537a72b"
      },
      "receipt_sha256": "1834e6def752e0fbeeee29c446b4aa079600157e42da7a4c68c64421d537a72b"
    },
    {
      "storm_id": "923617",
      "lat": 32.2029,
      "lon": -95.13,
      "motion_east": 1.8,
      "motion_south": 0.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1544.0,
      "ebshear": 21.0,
      "srh01": 50.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2488
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 1.2297
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0872
      },
      "coherence_score": 1.229690670967102,
      "coherence_diagnostics": {
        "tau": 1.229690670967102,
        "grad_tau": 0.18161047995090485,
        "torsion": 0.0,
        "alignment": 0.8994583487510681,
        "S_field": 0.44698500633239746,
        "Gamma_field": 0.2064807116985321,
        "S_over_Gamma": 2.164778470993042,
        "Da": 12.701684951782227,
        "E_coh": 0.6869669556617737,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.16,
              32.29
            ],
            [
              -95.06,
              32.29
            ],
            [
              -95.04,
              32.27
            ],
            [
              -95.0,
              32.26
            ],
            [
              -94.99,
              32.25
            ],
            [
              -94.99,
              32.22
            ],
            [
              -95.01,
              32.2
            ],
            [
              -95.04,
              32.2
            ],
            [
              -95.06,
              32.19
            ],
            [
              -95.1,
              32.15
            ],
            [
              -95.14,
              32.14
            ],
            [
              -95.15,
              32.13
            ],
            [
              -95.16,
              32.14
            ],
            [
              -95.18,
              32.14
            ],
            [
              -95.19,
              32.13
            ],
            [
              -95.27,
              32.14
            ],
            [
              -95.29,
              32.16
            ],
            [
              -95.29,
              32.19
            ],
            [
              -95.25,
              32.23
            ],
            [
              -95.2,
              32.25
            ],
            [
              -95.16,
              32.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0872,
      "confidence_lo": 0.0014,
      "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": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0872,
        "probability": 0.001474,
        "confidence_lo": 0.001366,
        "confidence_hi": 0.001474,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "279ad50676a2c2994bcf051e14ab3a7a6f979688479b184a2d1ae2ede2040ebd"
      },
      "receipt_sha256": "279ad50676a2c2994bcf051e14ab3a7a6f979688479b184a2d1ae2ede2040ebd"
    },
    {
      "storm_id": "924527",
      "lat": 28.6513,
      "lon": -78.1312,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3287.0,
      "ebshear": 5.0,
      "srh01": 2.0,
      "maxllaz": 0.0,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9988
        },
        {
          "name": "alignment",
          "value": -1.4855
        },
        {
          "name": "tau",
          "value": 4.118
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0864
      },
      "coherence_score": 4.118024826049805,
      "coherence_diagnostics": {
        "tau": 4.118024826049805,
        "grad_tau": 0.5222162008285522,
        "torsion": 0.0,
        "alignment": -1.4854902029037476,
        "S_field": 1.7414370775222778,
        "Gamma_field": 0.18648071587085724,
        "S_over_Gamma": 9.33842945098877,
        "Da": 12.033880233764648,
        "E_coh": 0.9668428301811218,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.12,
              28.69
            ],
            [
              -78.11,
              28.68
            ],
            [
              -78.1,
              28.59
            ],
            [
              -78.14,
              28.6
            ],
            [
              -78.14,
              28.63
            ],
            [
              -78.16,
              28.66
            ],
            [
              -78.16,
              28.67
            ],
            [
              -78.12,
              28.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0864,
      "confidence_lo": 0.0014,
      "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": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "4549c034366d7bae4996d28fce4804c6dddf85fa99a3a3c829583152e01378f1",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0864,
        "probability": 0.001474,
        "confidence_lo": 0.001366,
        "confidence_hi": 0.001474,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc7f1b49b44b06ed5d270b0b500934aab1277847438a947dee323e1c8749d1cc"
      },
      "receipt_sha256": "bc7f1b49b44b06ed5d270b0b500934aab1277847438a947dee323e1c8749d1cc"
    },
    {
      "storm_id": "924156",
      "lat": 40.6433,
      "lon": -119.6933,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 14.0,
      "ebshear": 7.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.9988
        },
        {
          "name": "alignment",
          "value": 1.839
        },
        {
          "name": "tau",
          "value": 0.9789
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0845
      },
      "coherence_score": 0.9788651466369629,
      "coherence_diagnostics": {
        "tau": 0.9788651466369629,
        "grad_tau": 0.07050428539514542,
        "torsion": 0.0,
        "alignment": 1.8389934301376343,
        "S_field": 0.2718030512332916,
        "Gamma_field": 0.17231404781341553,
        "S_over_Gamma": 1.577370285987854,
        "Da": 10.233333587646484,
        "E_coh": 0.4372924864292145,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.68,
              40.73
            ],
            [
              -119.65,
              40.73
            ],
            [
              -119.59,
              40.68
            ],
            [
              -119.59,
              40.63
            ],
            [
              -119.61,
              40.62
            ],
            [
              -119.65,
              40.62
            ],
            [
              -119.69,
              40.6
            ],
            [
              -119.72,
              40.57
            ],
            [
              -119.75,
              40.56
            ],
            [
              -119.77,
              40.57
            ],
            [
              -119.77,
              40.6
            ],
            [
              -119.78,
              40.62
            ],
            [
              -119.75,
              40.68
            ],
            [
              -119.72,
              40.71
            ],
            [
              -119.68,
              40.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0845,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2ef98d240370892406813c5fcb03c230b27014e5a892ab6eb983cd25a7c1bdb4",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0845,
        "probability": 0.001373,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b55601087aa28bcbc72817eec290296fc5bac4f983a997803355758347699030"
      },
      "receipt_sha256": "b55601087aa28bcbc72817eec290296fc5bac4f983a997803355758347699030"
    },
    {
      "storm_id": "923915",
      "lat": 34.2733,
      "lon": -75.8083,
      "motion_east": 2.2,
      "motion_south": 4.4,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1359.0,
      "ebshear": 29.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7488
        },
        {
          "name": "alignment",
          "value": 2.1305
        },
        {
          "name": "tau",
          "value": 2.0856
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0825
      },
      "coherence_score": 2.085564136505127,
      "coherence_diagnostics": {
        "tau": 2.085564136505127,
        "grad_tau": 0.42044857144355774,
        "torsion": 0.0,
        "alignment": 2.130519390106201,
        "S_field": 0.7274715304374695,
        "Gamma_field": 0.21064738929271698,
        "S_over_Gamma": 3.4535036087036133,
        "Da": 12.551506042480469,
        "E_coh": 0.9243440628051758,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.8,
              34.31
            ],
            [
              -75.79,
              34.31
            ],
            [
              -75.79,
              34.28
            ],
            [
              -75.77,
              34.27
            ],
            [
              -75.77,
              34.26
            ],
            [
              -75.78,
              34.26
            ],
            [
              -75.8,
              34.24
            ],
            [
              -75.87,
              34.24
            ],
            [
              -75.87,
              34.25
            ],
            [
              -75.84,
              34.28
            ],
            [
              -75.82,
              34.27
            ],
            [
              -75.8,
              34.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0825,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "57b579a09a9aba6bdf59f3777b36ea7e03b7cc7d600a4933c636c7f68a8d214a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0825,
        "probability": 0.001372,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bb2694e222dabf8e310fa6320d6fe9cf8948fb49a450a4ae8b2d693997593b9"
      },
      "receipt_sha256": "6bb2694e222dabf8e310fa6320d6fe9cf8948fb49a450a4ae8b2d693997593b9"
    },
    {
      "storm_id": "924176",
      "lat": 30.7754,
      "lon": -100.8938,
      "motion_east": -1.0,
      "motion_south": -6.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 889.0,
      "ebshear": 15.0,
      "srh01": 53.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2488
        },
        {
          "name": "alignment",
          "value": -2.153
        },
        {
          "name": "tau",
          "value": 0.6328
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0825
      },
      "coherence_score": 0.6328355669975281,
      "coherence_diagnostics": {
        "tau": 0.6328355669975281,
        "grad_tau": 0.14536577463150024,
        "torsion": 0.0,
        "alignment": -2.153024673461914,
        "S_field": 0.1053522527217865,
        "Gamma_field": 0.1881473809480667,
        "S_over_Gamma": 0.5599453449249268,
        "Da": 11.319207191467285,
        "E_coh": 0.6698190569877625,
        "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": [
          [
            [
              -100.94,
              30.81
            ],
            [
              -100.89,
              30.81
            ],
            [
              -100.88,
              30.8
            ],
            [
              -100.85,
              30.8
            ],
            [
              -100.81,
              30.78
            ],
            [
              -100.81,
              30.74
            ],
            [
              -100.85,
              30.72
            ],
            [
              -100.89,
              30.72
            ],
            [
              -100.93,
              30.74
            ],
            [
              -100.94,
              30.76
            ],
            [
              -100.94,
              30.79
            ],
            [
              -100.95,
              30.8
            ],
            [
              -100.94,
              30.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0825,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "57b579a09a9aba6bdf59f3777b36ea7e03b7cc7d600a4933c636c7f68a8d214a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0825,
        "probability": 0.001372,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bb2694e222dabf8e310fa6320d6fe9cf8948fb49a450a4ae8b2d693997593b9"
      },
      "receipt_sha256": "6bb2694e222dabf8e310fa6320d6fe9cf8948fb49a450a4ae8b2d693997593b9"
    },
    {
      "storm_id": "924351",
      "lat": 30.8946,
      "lon": -101.1408,
      "motion_east": -1.0,
      "motion_south": -6.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 899.0,
      "ebshear": 12.0,
      "srh01": 49.0,
      "maxllaz": 0.005,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2488
        },
        {
          "name": "alignment",
          "value": -2.153
        },
        {
          "name": "tau",
          "value": 0.6328
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0825
      },
      "coherence_score": 0.6328355669975281,
      "coherence_diagnostics": {
        "tau": 0.6328355669975281,
        "grad_tau": 0.14536577463150024,
        "torsion": 0.0,
        "alignment": -2.153024673461914,
        "S_field": 0.1053522527217865,
        "Gamma_field": 0.1881473809480667,
        "S_over_Gamma": 0.5599453449249268,
        "Da": 11.319207191467285,
        "E_coh": 0.6698190569877625,
        "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": [
          [
            [
              -101.21,
              30.96
            ],
            [
              -101.18,
              30.96
            ],
            [
              -101.13,
              30.92
            ],
            [
              -101.09,
              30.91
            ],
            [
              -101.05,
              30.86
            ],
            [
              -101.05,
              30.83
            ],
            [
              -101.06,
              30.82
            ],
            [
              -101.1,
              30.82
            ],
            [
              -101.15,
              30.86
            ],
            [
              -101.16,
              30.86
            ],
            [
              -101.22,
              30.92
            ],
            [
              -101.22,
              30.95
            ],
            [
              -101.21,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0825,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "57b579a09a9aba6bdf59f3777b36ea7e03b7cc7d600a4933c636c7f68a8d214a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0825,
        "probability": 0.001372,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bb2694e222dabf8e310fa6320d6fe9cf8948fb49a450a4ae8b2d693997593b9"
      },
      "receipt_sha256": "6bb2694e222dabf8e310fa6320d6fe9cf8948fb49a450a4ae8b2d693997593b9"
    },
    {
      "storm_id": "924490",
      "lat": 30.6889,
      "lon": -101.0867,
      "motion_east": -1.0,
      "motion_south": -6.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 916.0,
      "ebshear": 14.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2488
        },
        {
          "name": "alignment",
          "value": 3.4424
        },
        {
          "name": "tau",
          "value": 0.6815
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0816
      },
      "coherence_score": 0.6815378665924072,
      "coherence_diagnostics": {
        "tau": 0.6815378665924072,
        "grad_tau": 0.1896318793296814,
        "torsion": 0.0,
        "alignment": 3.4424448013305664,
        "S_field": 0.15886935591697693,
        "Gamma_field": 0.2739807069301605,
        "S_over_Gamma": 0.5798559784889221,
        "Da": 17.152442932128906,
        "E_coh": 0.31854352355003357,
        "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": [
          [
            [
              -101.11,
              30.78
            ],
            [
              -101.07,
              30.78
            ],
            [
              -101.06,
              30.76
            ],
            [
              -101.06,
              30.73
            ],
            [
              -101.05,
              30.72
            ],
            [
              -101.05,
              30.7
            ],
            [
              -101.07,
              30.67
            ],
            [
              -101.06,
              30.65
            ],
            [
              -101.06,
              30.6
            ],
            [
              -101.07,
              30.59
            ],
            [
              -101.11,
              30.59
            ],
            [
              -101.12,
              30.6
            ],
            [
              -101.12,
              30.63
            ],
            [
              -101.1,
              30.66
            ],
            [
              -101.1,
              30.68
            ],
            [
              -101.12,
              30.71
            ],
            [
              -101.12,
              30.77
            ],
            [
              -101.11,
              30.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0816,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8ce8f9cab9d4b6730db9a8dcd6def592187bb22fb65e1a65f5c4fdbc5beb5d48",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0816,
        "probability": 0.001366,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001367,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d918ff7a0d2f74e7b2b4bd3563e61346a799aca5bb7a124c598d8b752f94393"
      },
      "receipt_sha256": "2d918ff7a0d2f74e7b2b4bd3563e61346a799aca5bb7a124c598d8b752f94393"
    },
    {
      "storm_id": "923512",
      "lat": 34.7947,
      "lon": -75.3582,
      "motion_east": -3.0,
      "motion_south": 2.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 953.0,
      "ebshear": 20.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6238
        },
        {
          "name": "alignment",
          "value": 1.9065
        },
        {
          "name": "tau",
          "value": 1.664
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0804
      },
      "coherence_score": 1.664013385772705,
      "coherence_diagnostics": {
        "tau": 1.664013385772705,
        "grad_tau": 0.38049545884132385,
        "torsion": 0.0,
        "alignment": 1.9065184593200684,
        "S_field": 0.23179608583450317,
        "Gamma_field": 0.6123140454292297,
        "S_over_Gamma": 0.3785575330257416,
        "Da": 36.485408782958984,
        "E_coh": 0.6546438932418823,
        "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": [
          [
            [
              -75.33,
              34.87
            ],
            [
              -75.27,
              34.87
            ],
            [
              -75.25,
              34.86
            ],
            [
              -75.23,
              34.84
            ],
            [
              -75.23,
              34.81
            ],
            [
              -75.3,
              34.75
            ],
            [
              -75.32,
              34.75
            ],
            [
              -75.35,
              34.73
            ],
            [
              -75.41,
              34.72
            ],
            [
              -75.42,
              34.71
            ],
            [
              -75.46,
              34.72
            ],
            [
              -75.49,
              34.75
            ],
            [
              -75.48,
              34.78
            ],
            [
              -75.46,
              34.8
            ],
            [
              -75.39,
              34.83
            ],
            [
              -75.37,
              34.85
            ],
            [
              -75.33,
              34.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0804,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "1485e314b8df8b376ac8b7306f37a52fd49b63f6c12e55d55fc159304a294462",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0804,
        "probability": 0.001366,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001367,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5392068ab43e96577185e06a90b42d2995d39249622f854b358c945ba43d5582"
      },
      "receipt_sha256": "5392068ab43e96577185e06a90b42d2995d39249622f854b358c945ba43d5582"
    },
    {
      "storm_id": "924242",
      "lat": 28.7627,
      "lon": -78.4218,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3456.0,
      "ebshear": 7.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9988
        },
        {
          "name": "alignment",
          "value": -1.4855
        },
        {
          "name": "tau",
          "value": 4.118
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0799
      },
      "coherence_score": 4.118024826049805,
      "coherence_diagnostics": {
        "tau": 4.118024826049805,
        "grad_tau": 0.5222162008285522,
        "torsion": 0.0,
        "alignment": -1.4854902029037476,
        "S_field": 1.7414370775222778,
        "Gamma_field": 0.18648071587085724,
        "S_over_Gamma": 9.33842945098877,
        "Da": 12.033880233764648,
        "E_coh": 0.9668428301811218,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.41,
              28.82
            ],
            [
              -78.4,
              28.8
            ],
            [
              -78.4,
              28.77
            ],
            [
              -78.39,
              28.76
            ],
            [
              -78.39,
              28.73
            ],
            [
              -78.41,
              28.7
            ],
            [
              -78.43,
              28.72
            ],
            [
              -78.46,
              28.73
            ],
            [
              -78.47,
              28.75
            ],
            [
              -78.47,
              28.79
            ],
            [
              -78.41,
              28.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0799,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "b232a4a7bcaa590fd9c8fb8e7e865f9c79219b0648340de6f6a337a07f951669",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0799,
        "probability": 0.001366,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001367,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "667f9167de6882e362468443b6ee300aea73d57efbef55c0e8a52abe4fa2974c"
      },
      "receipt_sha256": "667f9167de6882e362468443b6ee300aea73d57efbef55c0e8a52abe4fa2974c"
    },
    {
      "storm_id": "924437",
      "lat": 48.075,
      "lon": -72.2562,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 9.0,
      "ebshear": 11.0,
      "srh01": 137.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2488
        },
        {
          "name": "alignment",
          "value": -8.3248
        },
        {
          "name": "tau",
          "value": 0.31
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0793
      },
      "coherence_score": 0.310001939535141,
      "coherence_diagnostics": {
        "tau": 0.310001939535141,
        "grad_tau": 0.23720304667949677,
        "torsion": 0.0,
        "alignment": -8.324806213378906,
        "S_field": 0.17583778500556946,
        "Gamma_field": 0.2339807152748108,
        "S_over_Gamma": 0.751505434513092,
        "Da": 14.219038009643555,
        "E_coh": 0.6434524655342102,
        "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": [
          [
            [
              -72.29,
              48.1
            ],
            [
              -72.23,
              48.1
            ],
            [
              -72.22,
              48.09
            ],
            [
              -72.22,
              48.05
            ],
            [
              -72.23,
              48.04
            ],
            [
              -72.27,
              48.04
            ],
            [
              -72.3,
              48.08
            ],
            [
              -72.29,
              48.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0793,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f95325e3b67648cdfec930f4b2ea59b7f78c2a8fbc3388454a501228bcc94dca",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0793,
        "probability": 0.001366,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001367,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d76e9a75da3ecb97d8e0c4919a07e0692611ca821a05c6b1e1011b616e99e98"
      },
      "receipt_sha256": "9d76e9a75da3ecb97d8e0c4919a07e0692611ca821a05c6b1e1011b616e99e98"
    },
    {
      "storm_id": "924438",
      "lat": 48.1273,
      "lon": -71.9209,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 16.0,
      "ebshear": 13.0,
      "srh01": 142.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 142.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2488
        },
        {
          "name": "alignment",
          "value": -8.3248
        },
        {
          "name": "tau",
          "value": 0.31
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0793
      },
      "coherence_score": 0.310001939535141,
      "coherence_diagnostics": {
        "tau": 0.310001939535141,
        "grad_tau": 0.23720304667949677,
        "torsion": 0.0,
        "alignment": -8.324806213378906,
        "S_field": 0.17583778500556946,
        "Gamma_field": 0.2339807152748108,
        "S_over_Gamma": 0.751505434513092,
        "Da": 14.219038009643555,
        "E_coh": 0.6434524655342102,
        "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": [
          [
            [
              -71.91,
              48.17
            ],
            [
              -71.89,
              48.17
            ],
            [
              -71.88,
              48.16
            ],
            [
              -71.88,
              48.1
            ],
            [
              -71.91,
              48.1
            ],
            [
              -71.92,
              48.09
            ],
            [
              -71.96,
              48.08
            ],
            [
              -71.97,
              48.1
            ],
            [
              -71.95,
              48.12
            ],
            [
              -71.95,
              48.14
            ],
            [
              -71.91,
              48.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0793,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f95325e3b67648cdfec930f4b2ea59b7f78c2a8fbc3388454a501228bcc94dca",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0793,
        "probability": 0.001366,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001367,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d76e9a75da3ecb97d8e0c4919a07e0692611ca821a05c6b1e1011b616e99e98"
      },
      "receipt_sha256": "9d76e9a75da3ecb97d8e0c4919a07e0692611ca821a05c6b1e1011b616e99e98"
    },
    {
      "storm_id": "924468",
      "lat": 32.4782,
      "lon": -97.4595,
      "motion_east": 5.6,
      "motion_south": 1.7,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1009.0,
      "ebshear": 23.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8738
        },
        {
          "name": "alignment",
          "value": 1.5959
        },
        {
          "name": "tau",
          "value": 0.8292
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.079
      },
      "coherence_score": 0.8291714787483215,
      "coherence_diagnostics": {
        "tau": 0.8291714787483215,
        "grad_tau": 0.2468939572572708,
        "torsion": 0.0,
        "alignment": 1.5959300994873047,
        "S_field": 0.1252930909395218,
        "Gamma_field": 0.3781473934650421,
        "S_over_Gamma": 0.3313339948654175,
        "Da": 23.079389572143555,
        "E_coh": 0.6053084135055542,
        "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": [
          [
            [
              -97.35,
              32.6
            ],
            [
              -97.34,
              32.59
            ],
            [
              -97.32,
              32.59
            ],
            [
              -97.31,
              32.57
            ],
            [
              -97.31,
              32.53
            ],
            [
              -97.33,
              32.52
            ],
            [
              -97.35,
              32.5
            ],
            [
              -97.35,
              32.49
            ],
            [
              -97.37,
              32.48
            ],
            [
              -97.37,
              32.46
            ],
            [
              -97.4,
              32.41
            ],
            [
              -97.38,
              32.39
            ],
            [
              -97.38,
              32.38
            ],
            [
              -97.42,
              32.37
            ],
            [
              -97.43,
              32.39
            ],
            [
              -97.42,
              32.41
            ],
            [
              -97.43,
              32.42
            ],
            [
              -97.45,
              32.42
            ],
            [
              -97.49,
              32.45
            ],
            [
              -97.52,
              32.45
            ],
            [
              -97.58,
              32.4
            ],
            [
              -97.58,
              32.37
            ],
            [
              -97.62,
              32.37
            ],
            [
              -97.63,
              32.39
            ],
            [
              -97.62,
              32.41
            ],
            [
              -97.62,
              32.46
            ],
            [
              -97.63,
              32.47
            ],
            [
              -97.63,
              32.5
            ],
            [
              -97.64,
              32.51
            ],
            [
              -97.62,
              32.53
            ],
            [
              -97.55,
              32.53
            ],
            [
              -97.52,
              32.51
            ],
            [
              -97.49,
              32.51
            ],
            [
              -97.47,
              32.5
            ],
            [
              -97.45,
              32.51
            ],
            [
              -97.38,
              32.59
            ],
            [
              -97.36,
              32.59
            ],
            [
              -97.35,
              32.6
            ]
          ]
        ]
      },
      "raw_probability": 0.079,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "3ea022f8af581e23fe6d116bc4c705027b5b559c72455eb52007a193abe7fb68",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.079,
        "probability": 0.001366,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001367,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5b1f0a7586ea4fe502d60c77e80604b8bd23a76cd722a57ca8e6602733ce5b1"
      },
      "receipt_sha256": "d5b1f0a7586ea4fe502d60c77e80604b8bd23a76cd722a57ca8e6602733ce5b1"
    },
    {
      "storm_id": "924439",
      "lat": 47.2188,
      "lon": -74.4875,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 26.0,
      "ebshear": 12.0,
      "srh01": 89.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1238
        },
        {
          "name": "alignment",
          "value": -9.9374
        },
        {
          "name": "tau",
          "value": 0.7196
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0767
      },
      "coherence_score": 0.7196269035339355,
      "coherence_diagnostics": {
        "tau": 0.7196269035339355,
        "grad_tau": 0.09688693284988403,
        "torsion": 0.0,
        "alignment": -9.937419891357422,
        "S_field": 0.22759217023849487,
        "Gamma_field": 0.3173140585422516,
        "S_over_Gamma": 0.7172457575798035,
        "Da": 19.192760467529297,
        "E_coh": 0.7411643266677856,
        "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": [
          [
            [
              -74.5,
              47.25
            ],
            [
              -74.47,
              47.25
            ],
            [
              -74.45,
              47.23
            ],
            [
              -74.45,
              47.18
            ],
            [
              -74.49,
              47.17
            ],
            [
              -74.52,
              47.19
            ],
            [
              -74.52,
              47.23
            ],
            [
              -74.5,
              47.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0767,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "5816246b6c1b610295978e22013e815c9cbe526fa7e5407932cfc8534a5c13d1",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0767,
        "probability": 0.001164,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11b6e0fec1a701414d0fc8a7dda20167fbc5ab10323bba827349346425e6fd47"
      },
      "receipt_sha256": "11b6e0fec1a701414d0fc8a7dda20167fbc5ab10323bba827349346425e6fd47"
    },
    {
      "storm_id": "923353",
      "lat": 42.459,
      "lon": -74.998,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 246.0,
      "ebshear": 17.0,
      "srh01": 68.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6238
        },
        {
          "name": "alignment",
          "value": 0.5049
        },
        {
          "name": "tau",
          "value": 0.6766
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0763
      },
      "coherence_score": 0.6766496896743774,
      "coherence_diagnostics": {
        "tau": 0.6766496896743774,
        "grad_tau": 0.06162479519844055,
        "torsion": 0.0,
        "alignment": 0.5049483776092529,
        "S_field": 0.19071094691753387,
        "Gamma_field": 0.21731404960155487,
        "S_over_Gamma": 0.8775822520256042,
        "Da": 13.744675636291504,
        "E_coh": 0.6166390776634216,
        "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": [
          [
            [
              -74.98,
              42.49
            ],
            [
              -74.96,
              42.47
            ],
            [
              -74.97,
              42.44
            ],
            [
              -74.99,
              42.43
            ],
            [
              -75.0,
              42.44
            ],
            [
              -75.03,
              42.43
            ],
            [
              -75.04,
              42.44
            ],
            [
              -75.04,
              42.48
            ],
            [
              -74.99,
              42.48
            ],
            [
              -74.98,
              42.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0763,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "4cb7d06b31e727411f7d85add4a42c08c1dc28f7ae7b765eefc41599fd7a1d41",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0763,
        "probability": 0.001164,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37345d29ce78aa72c322d4cbd5faa9eb0b9d8dd864545b37985c94d407d53af8"
      },
      "receipt_sha256": "37345d29ce78aa72c322d4cbd5faa9eb0b9d8dd864545b37985c94d407d53af8"
    },
    {
      "storm_id": "924195",
      "lat": 31.5218,
      "lon": -95.4295,
      "motion_east": 5.3,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1375.0,
      "ebshear": 18.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3738
        },
        {
          "name": "alignment",
          "value": -0.22
        },
        {
          "name": "tau",
          "value": 1.4304
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0741
      },
      "coherence_score": 1.4304044246673584,
      "coherence_diagnostics": {
        "tau": 1.4304044246673584,
        "grad_tau": 0.28002485632896423,
        "torsion": 0.0,
        "alignment": -0.2200329303741455,
        "S_field": 0.4624021053314209,
        "Gamma_field": 0.31398072838783264,
        "S_over_Gamma": 1.4727085828781128,
        "Da": 19.637269973754883,
        "E_coh": 0.7758399844169617,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.56,
              31.61
            ],
            [
              -95.51,
              31.6
            ],
            [
              -95.45,
              31.57
            ],
            [
              -95.43,
              31.58
            ],
            [
              -95.39,
              31.58
            ],
            [
              -95.38,
              31.57
            ],
            [
              -95.36,
              31.57
            ],
            [
              -95.3,
              31.54
            ],
            [
              -95.28,
              31.52
            ],
            [
              -95.28,
              31.45
            ],
            [
              -95.3,
              31.43
            ],
            [
              -95.35,
              31.43
            ],
            [
              -95.37,
              31.45
            ],
            [
              -95.39,
              31.45
            ],
            [
              -95.4,
              31.46
            ],
            [
              -95.42,
              31.46
            ],
            [
              -95.46,
              31.48
            ],
            [
              -95.5,
              31.48
            ],
            [
              -95.56,
              31.51
            ],
            [
              -95.6,
              31.55
            ],
            [
              -95.6,
              31.58
            ],
            [
              -95.56,
              31.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0741,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a0153520199618a5505ec760f8c5b63cd5f2461d68b6152ccc5eeceb1492cc63",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0741,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39f4817cfe15dbd5ce24ad60aa83c3616c1c2706d9c3a336179fadcb46853185"
      },
      "receipt_sha256": "39f4817cfe15dbd5ce24ad60aa83c3616c1c2706d9c3a336179fadcb46853185"
    },
    {
      "storm_id": "924413",
      "lat": 32.4378,
      "lon": -98.5422,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1172.0,
      "ebshear": 17.0,
      "srh01": 65.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1238
        },
        {
          "name": "alignment",
          "value": -2.1379
        },
        {
          "name": "tau",
          "value": 0.6924
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0722
      },
      "coherence_score": 0.6923717260360718,
      "coherence_diagnostics": {
        "tau": 0.6923717260360718,
        "grad_tau": 0.22006216645240784,
        "torsion": 0.0,
        "alignment": -2.1378536224365234,
        "S_field": 0.16267307102680206,
        "Gamma_field": 0.46231406927108765,
        "S_over_Gamma": 0.35186702013015747,
        "Da": 28.907596588134766,
        "E_coh": 0.3978264033794403,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.55,
              32.47
            ],
            [
              -98.54,
              32.46
            ],
            [
              -98.51,
              32.46
            ],
            [
              -98.5,
              32.45
            ],
            [
              -98.5,
              32.39
            ],
            [
              -98.55,
              32.38
            ],
            [
              -98.59,
              32.41
            ],
            [
              -98.59,
              32.45
            ],
            [
              -98.55,
              32.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0722,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6fa6d5022f709115430e127443e86c21232d8af21da18ffeabe112f0e43547cc",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0722,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e47a03f332f5386942cd7b382893712da717c1427bd0fe3e3581a464ab10e793"
      },
      "receipt_sha256": "e47a03f332f5386942cd7b382893712da717c1427bd0fe3e3581a464ab10e793"
    },
    {
      "storm_id": "924469",
      "lat": 32.3075,
      "lon": -94.7938,
      "motion_east": 1.8,
      "motion_south": 0.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1300.0,
      "ebshear": 18.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4988
        },
        {
          "name": "alignment",
          "value": 0.575
        },
        {
          "name": "tau",
          "value": 1.1553
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0722
      },
      "coherence_score": 1.155290961265564,
      "coherence_diagnostics": {
        "tau": 1.155290961265564,
        "grad_tau": 0.15098921954631805,
        "torsion": 0.0,
        "alignment": 0.5749720931053162,
        "S_field": 0.33435285091400146,
        "Gamma_field": 0.8189807534217834,
        "S_over_Gamma": 0.40825483202934265,
        "Da": 51.349422454833984,
        "E_coh": 0.27513939142227173,
        "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": [
          [
            [
              -94.81,
              32.34
            ],
            [
              -94.74,
              32.34
            ],
            [
              -94.74,
              32.29
            ],
            [
              -94.77,
              32.27
            ],
            [
              -94.82,
              32.27
            ],
            [
              -94.83,
              32.28
            ],
            [
              -94.83,
              32.33
            ],
            [
              -94.81,
              32.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0722,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6fa6d5022f709115430e127443e86c21232d8af21da18ffeabe112f0e43547cc",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0722,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e47a03f332f5386942cd7b382893712da717c1427bd0fe3e3581a464ab10e793"
      },
      "receipt_sha256": "e47a03f332f5386942cd7b382893712da717c1427bd0fe3e3581a464ab10e793"
    },
    {
      "storm_id": "924289",
      "lat": 34.2689,
      "lon": -75.0767,
      "motion_east": 2.1,
      "motion_south": 0.5,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1204.0,
      "ebshear": 28.0,
      "srh01": 17.0,
      "maxllaz": 0.007,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.2488
        },
        {
          "name": "alignment",
          "value": -0.7729
        },
        {
          "name": "tau",
          "value": 2.447
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.071
      },
      "coherence_score": 2.44696044921875,
      "coherence_diagnostics": {
        "tau": 2.44696044921875,
        "grad_tau": 0.4287477135658264,
        "torsion": 0.0,
        "alignment": -0.7729074954986572,
        "S_field": 0.7125176191329956,
        "Gamma_field": 0.18648071587085724,
        "S_over_Gamma": 3.8208649158477783,
        "Da": 11.092105865478516,
        "E_coh": 0.9172556400299072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.08,
              34.3
            ],
            [
              -75.07,
              34.29
            ],
            [
              -75.03,
              34.29
            ],
            [
              -75.03,
              34.24
            ],
            [
              -75.09,
              34.21
            ],
            [
              -75.11,
              34.25
            ],
            [
              -75.1,
              34.26
            ],
            [
              -75.1,
              34.28
            ],
            [
              -75.08,
              34.3
            ]
          ]
        ]
      },
      "raw_probability": 0.071,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "9975770156538d08ef34e2e70a73cef2df64b6b1f60384dd66467832d088b760",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.071,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69955e8a7f0a609107a7f77a22859dd6371be8b4c6fa5a2cea90e93bdcc28d1f"
      },
      "receipt_sha256": "69955e8a7f0a609107a7f77a22859dd6371be8b4c6fa5a2cea90e93bdcc28d1f"
    },
    {
      "storm_id": "924489",
      "lat": 31.927,
      "lon": -96.92,
      "motion_east": 3.5,
      "motion_south": 1.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1163.0,
      "ebshear": 29.0,
      "srh01": 76.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6238
        },
        {
          "name": "alignment",
          "value": 2.5276
        },
        {
          "name": "tau",
          "value": 1.0206
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.07
      },
      "coherence_score": 1.0205790996551514,
      "coherence_diagnostics": {
        "tau": 1.0205790996551514,
        "grad_tau": 0.27557218074798584,
        "torsion": 0.0,
        "alignment": 2.5275864601135254,
        "S_field": 0.1745726466178894,
        "Gamma_field": 0.3981474041938782,
        "S_over_Gamma": 0.43846234679222107,
        "Da": 24.923768997192383,
        "E_coh": 0.5420776605606079,
        "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": [
          [
            [
              -96.89,
              32.01
            ],
            [
              -96.84,
              32.01
            ],
            [
              -96.8,
              31.97
            ],
            [
              -96.79,
              31.95
            ],
            [
              -96.79,
              31.89
            ],
            [
              -96.81,
              31.87
            ],
            [
              -96.87,
              31.87
            ],
            [
              -96.88,
              31.88
            ],
            [
              -96.92,
              31.88
            ],
            [
              -96.93,
              31.89
            ],
            [
              -97.01,
              31.88
            ],
            [
              -97.02,
              31.87
            ],
            [
              -97.04,
              31.88
            ],
            [
              -97.04,
              31.93
            ],
            [
              -97.03,
              31.94
            ],
            [
              -97.01,
              31.94
            ],
            [
              -97.0,
              31.95
            ],
            [
              -96.93,
              31.95
            ],
            [
              -96.91,
              31.97
            ],
            [
              -96.89,
              32.01
            ]
          ]
        ]
      },
      "raw_probability": 0.07,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "685796163a92002afe23044db7fa02dcdcc149d4ff3807cdf3e569b7aeca514c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.07,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4834779e2f3c6d75a8b926611404721dc71b28e542afdb7ab233dd5d20928ce4"
      },
      "receipt_sha256": "4834779e2f3c6d75a8b926611404721dc71b28e542afdb7ab233dd5d20928ce4"
    },
    {
      "storm_id": "923836",
      "lat": 35.0775,
      "lon": -85.9992,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1459.0,
      "ebshear": 12.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9988
        },
        {
          "name": "alignment",
          "value": 4.5384
        },
        {
          "name": "tau",
          "value": 2.3896
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0692
      },
      "coherence_score": 2.3896400928497314,
      "coherence_diagnostics": {
        "tau": 2.3896400928497314,
        "grad_tau": 0.3688023090362549,
        "torsion": 0.0,
        "alignment": 4.538358211517334,
        "S_field": 0.8945800065994263,
        "Gamma_field": 0.173980712890625,
        "S_over_Gamma": 5.141834259033203,
        "Da": 10.84942626953125,
        "E_coh": 0.8823692798614502,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.04,
              35.14
            ],
            [
              -86.01,
              35.14
            ],
            [
              -85.94,
              35.08
            ],
            [
              -85.93,
              35.06
            ],
            [
              -85.93,
              35.01
            ],
            [
              -85.95,
              34.99
            ],
            [
              -85.97,
              34.99
            ],
            [
              -86.04,
              35.06
            ],
            [
              -86.04,
              35.09
            ],
            [
              -86.05,
              35.1
            ],
            [
              -86.05,
              35.13
            ],
            [
              -86.04,
              35.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0692,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "31ac31bf79147e2b3285f11d7029cb30b21ee2593d09e5547c33fc7cceb58453",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0692,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0a68c9b54ecfeaf96b1e7305b0b050b3ecfbf3beb6d43cde4f2ad2f48e375f5"
      },
      "receipt_sha256": "e0a68c9b54ecfeaf96b1e7305b0b050b3ecfbf3beb6d43cde4f2ad2f48e375f5"
    },
    {
      "storm_id": "924491",
      "lat": 30.6417,
      "lon": -102.0773,
      "motion_east": -1.0,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 851.0,
      "ebshear": 18.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9988
        },
        {
          "name": "alignment",
          "value": 3.9194
        },
        {
          "name": "tau",
          "value": 0.5332
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0681
      },
      "coherence_score": 0.5332130789756775,
      "coherence_diagnostics": {
        "tau": 0.5332130789756775,
        "grad_tau": 0.12041176855564117,
        "torsion": 0.0,
        "alignment": 3.919445037841797,
        "S_field": 0.11040502041578293,
        "Gamma_field": 0.21481405198574066,
        "S_over_Gamma": 0.5139562487602234,
        "Da": 13.36080265045166,
        "E_coh": 0.7835512757301331,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.13,
              30.81
            ],
            [
              -102.06,
              30.81
            ],
            [
              -102.05,
              30.8
            ],
            [
              -102.02,
              30.8
            ],
            [
              -101.94,
              30.75
            ],
            [
              -101.94,
              30.74
            ],
            [
              -101.92,
              30.72
            ],
            [
              -101.93,
              30.71
            ],
            [
              -101.93,
              30.69
            ],
            [
              -101.89,
              30.66
            ],
            [
              -101.89,
              30.64
            ],
            [
              -101.88,
              30.63
            ],
            [
              -101.89,
              30.55
            ],
            [
              -101.91,
              30.53
            ],
            [
              -101.91,
              30.52
            ],
            [
              -101.93,
              30.51
            ],
            [
              -101.96,
              30.51
            ],
            [
              -102.01,
              30.48
            ],
            [
              -102.04,
              30.5
            ],
            [
              -102.05,
              30.52
            ],
            [
              -102.04,
              30.53
            ],
            [
              -102.04,
              30.55
            ],
            [
              -102.0,
              30.56
            ],
            [
              -101.98,
              30.58
            ],
            [
              -101.98,
              30.6
            ],
            [
              -101.97,
              30.61
            ],
            [
              -101.97,
              30.64
            ],
            [
              -101.99,
              30.66
            ],
            [
              -102.0,
              30.66
            ],
            [
              -102.04,
              30.71
            ],
            [
              -102.06,
              30.71
            ],
            [
              -102.09,
              30.68
            ],
            [
              -102.1,
              30.64
            ],
            [
              -102.12,
              30.63
            ],
            [
              -102.15,
              30.63
            ],
            [
              -102.17,
              30.64
            ],
            [
              -102.25,
              30.56
            ],
            [
              -102.3,
              30.56
            ],
            [
              -102.32,
              30.57
            ],
            [
              -102.32,
              30.6
            ],
            [
              -102.33,
              30.62
            ],
            [
              -102.32,
              30.62
            ],
            [
              -102.3,
              30.64
            ],
            [
              -102.3,
              30.65
            ],
            [
              -102.27,
              30.66
            ],
            [
              -102.25,
              30.68
            ],
            [
              -102.23,
              30.68
            ],
            [
              -102.22,
              30.67
            ],
            [
              -102.18,
              30.67
            ],
            [
              -102.16,
              30.69
            ],
            [
              -102.16,
              30.78
            ],
            [
              -102.13,
              30.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0681,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "053795b3129597ba519cc7fd38d767cdc19d3d660c7924ef55b5fd6500bf66ce",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0681,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5bde6ea301abc9632fc8e400fe58f756c83d784bf0c50105103f83336c88604"
      },
      "receipt_sha256": "e5bde6ea301abc9632fc8e400fe58f756c83d784bf0c50105103f83336c88604"
    },
    {
      "storm_id": "924502",
      "lat": 34.5763,
      "lon": -75.835,
      "motion_east": 0.7,
      "motion_south": 1.7,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1222.0,
      "ebshear": 26.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6238
        },
        {
          "name": "alignment",
          "value": 1.9065
        },
        {
          "name": "tau",
          "value": 1.664
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.068
      },
      "coherence_score": 1.664013385772705,
      "coherence_diagnostics": {
        "tau": 1.664013385772705,
        "grad_tau": 0.38049545884132385,
        "torsion": 0.0,
        "alignment": 1.9065184593200684,
        "S_field": 0.23179608583450317,
        "Gamma_field": 0.6123140454292297,
        "S_over_Gamma": 0.3785575330257416,
        "Da": 36.485408782958984,
        "E_coh": 0.6546438932418823,
        "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": [
          [
            [
              -75.83,
              34.61
            ],
            [
              -75.79,
              34.6
            ],
            [
              -75.79,
              34.54
            ],
            [
              -75.84,
              34.54
            ],
            [
              -75.86,
              34.56
            ],
            [
              -75.87,
              34.56
            ],
            [
              -75.87,
              34.59
            ],
            [
              -75.83,
              34.61
            ]
          ]
        ]
      },
      "raw_probability": 0.068,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "d024633a73f0a4b235c973f28f286726f3935e3e03d1e0bedec889d2d88800ea",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.068,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66dffbd99ea27bde794e0fd06671bf87c27eb3ef59386e16cd37e2967f6c0306"
      },
      "receipt_sha256": "66dffbd99ea27bde794e0fd06671bf87c27eb3ef59386e16cd37e2967f6c0306"
    },
    {
      "storm_id": "924446",
      "lat": 32.014,
      "lon": -96.615,
      "motion_east": 3.5,
      "motion_south": 1.4,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1087.0,
      "ebshear": 29.0,
      "srh01": 56.0,
      "maxllaz": 0.007,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7488
        },
        {
          "name": "alignment",
          "value": 1.5447
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0671
      },
      "coherence_score": 1.2302072048187256,
      "coherence_diagnostics": {
        "tau": 1.2302072048187256,
        "grad_tau": 0.30543363094329834,
        "torsion": 0.0,
        "alignment": 1.5446653366088867,
        "S_field": 0.26294219493865967,
        "Gamma_field": 0.3273140490055084,
        "S_over_Gamma": 0.803333044052124,
        "Da": 20.381589889526367,
        "E_coh": 0.8071292042732239,
        "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": [
          [
            [
              -96.6,
              32.06
            ],
            [
              -96.56,
              32.02
            ],
            [
              -96.56,
              31.99
            ],
            [
              -96.59,
              31.95
            ],
            [
              -96.63,
              31.95
            ],
            [
              -96.67,
              31.98
            ],
            [
              -96.67,
              32.03
            ],
            [
              -96.65,
              32.05
            ],
            [
              -96.62,
              32.05
            ],
            [
              -96.6,
              32.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0671,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "13d36ed139bef39ab5aacd2846ca7320ede1961d9f8ee67c69c4473dd492e9c3",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0671,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f07c98d8036bf61d17737c98c2c3986c123088a95267d3d13c8594a942ac605d"
      },
      "receipt_sha256": "f07c98d8036bf61d17737c98c2c3986c123088a95267d3d13c8594a942ac605d"
    },
    {
      "storm_id": "924521",
      "lat": 29.9684,
      "lon": -83.9047,
      "motion_east": 9.8,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2647.0,
      "ebshear": 13.0,
      "srh01": 28.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8738
        },
        {
          "name": "alignment",
          "value": 0.6278
        },
        {
          "name": "tau",
          "value": 3.9457
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 3.9457311630249023,
      "coherence_diagnostics": {
        "tau": 3.9457311630249023,
        "grad_tau": 0.3194158971309662,
        "torsion": 0.0,
        "alignment": 0.6277599930763245,
        "S_field": 1.0540004968643188,
        "Gamma_field": 0.21398071944713593,
        "S_over_Gamma": 4.925679683685303,
        "Da": 13.45833969116211,
        "E_coh": 0.9817146062850952,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.86,
              30.08
            ],
            [
              -83.82,
              30.07
            ],
            [
              -83.79,
              30.04
            ],
            [
              -83.82,
              29.98
            ],
            [
              -83.87,
              29.93
            ],
            [
              -83.87,
              29.92
            ],
            [
              -83.89,
              29.9
            ],
            [
              -83.91,
              29.9
            ],
            [
              -83.92,
              29.88
            ],
            [
              -83.94,
              29.87
            ],
            [
              -84.0,
              29.87
            ],
            [
              -84.01,
              29.88
            ],
            [
              -84.01,
              29.9
            ],
            [
              -83.99,
              29.94
            ],
            [
              -83.93,
              30.0
            ],
            [
              -83.92,
              30.04
            ],
            [
              -83.9,
              30.06
            ],
            [
              -83.88,
              30.06
            ],
            [
              -83.86,
              30.08
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.066,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cce5b0f25f2aaba2d6b9dff09ebed94c647b4275e4a4fa26c4514207aa227396"
      },
      "receipt_sha256": "cce5b0f25f2aaba2d6b9dff09ebed94c647b4275e4a4fa26c4514207aa227396"
    },
    {
      "storm_id": "924526",
      "lat": 28.725,
      "lon": -77.88,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3362.0,
      "ebshear": 5.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8738
        },
        {
          "name": "alignment",
          "value": -0.7329
        },
        {
          "name": "tau",
          "value": 3.2748
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0657
      },
      "coherence_score": 3.2747802734375,
      "coherence_diagnostics": {
        "tau": 3.2747802734375,
        "grad_tau": 0.7983331084251404,
        "torsion": 0.0,
        "alignment": -0.7329201102256775,
        "S_field": 0.8545337915420532,
        "Gamma_field": 0.345647394657135,
        "S_over_Gamma": 2.4722702503204346,
        "Da": 21.47745704650879,
        "E_coh": 0.9584853053092957,
        "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": [
          [
            [
              -77.89,
              28.78
            ],
            [
              -77.85,
              28.78
            ],
            [
              -77.82,
              28.73
            ],
            [
              -77.84,
              28.69
            ],
            [
              -77.89,
              28.68
            ],
            [
              -77.9,
              28.66
            ],
            [
              -77.91,
              28.68
            ],
            [
              -77.91,
              28.73
            ],
            [
              -77.9,
              28.74
            ],
            [
              -77.89,
              28.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0657,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "eb060c7f4f853570157507175a4bf54635142ea4756e8a38fcfd987929493fcc",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0657,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ea27ecd8e39000fc80314dafd617c264968dcae541959f1b06326b6924e9904"
      },
      "receipt_sha256": "9ea27ecd8e39000fc80314dafd617c264968dcae541959f1b06326b6924e9904"
    },
    {
      "storm_id": "924264",
      "lat": 33.2288,
      "lon": -77.0312,
      "motion_east": 0.1,
      "motion_south": 3.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1390.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3738
        },
        {
          "name": "alignment",
          "value": 0.2115
        },
        {
          "name": "tau",
          "value": 2.0205
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.064
      },
      "coherence_score": 2.020490884780884,
      "coherence_diagnostics": {
        "tau": 2.020490884780884,
        "grad_tau": 0.2517198920249939,
        "torsion": 0.0,
        "alignment": 0.21148242056369781,
        "S_field": 0.38492512702941895,
        "Gamma_field": 0.3273140490055084,
        "S_over_Gamma": 1.1760116815567017,
        "Da": 19.92036247253418,
        "E_coh": 0.9264532327651978,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.0,
              33.29
            ],
            [
              -76.92,
              33.29
            ],
            [
              -76.92,
              33.26
            ],
            [
              -76.94,
              33.25
            ],
            [
              -76.98,
              33.21
            ],
            [
              -76.99,
              33.21
            ],
            [
              -77.03,
              33.17
            ],
            [
              -77.03,
              33.16
            ],
            [
              -77.05,
              33.15
            ],
            [
              -77.09,
              33.15
            ],
            [
              -77.13,
              33.18
            ],
            [
              -77.13,
              33.22
            ],
            [
              -77.11,
              33.26
            ],
            [
              -77.09,
              33.26
            ],
            [
              -77.08,
              33.27
            ],
            [
              -77.04,
              33.27
            ],
            [
              -77.0,
              33.29
            ]
          ]
        ]
      },
      "raw_probability": 0.064,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "d32dd22fd2309c98016b383c0b2c279b59374ed293093ea355b4e274df138523",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.064,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d830f4877be9a915bb558a6bcdbb2d5fe1764cfc8a6b893a8dcf774c534bd95"
      },
      "receipt_sha256": "9d830f4877be9a915bb558a6bcdbb2d5fe1764cfc8a6b893a8dcf774c534bd95"
    },
    {
      "storm_id": "923944",
      "lat": 34.415,
      "lon": -74.9483,
      "motion_east": 1.4,
      "motion_south": 0.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1291.0,
      "ebshear": 33.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.2488
        },
        {
          "name": "alignment",
          "value": -1.8114
        },
        {
          "name": "tau",
          "value": 2.065
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0622
      },
      "coherence_score": 2.0650112628936768,
      "coherence_diagnostics": {
        "tau": 2.0650112628936768,
        "grad_tau": 0.516369640827179,
        "torsion": 0.0,
        "alignment": -1.8114237785339355,
        "S_field": 0.526968240737915,
        "Gamma_field": 0.15814737975597382,
        "S_over_Gamma": 3.3321337699890137,
        "Da": 9.435961723327637,
        "E_coh": 0.917937695980072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.99,
              34.46
            ],
            [
              -74.92,
              34.46
            ],
            [
              -74.91,
              34.45
            ],
            [
              -74.89,
              34.45
            ],
            [
              -74.88,
              34.44
            ],
            [
              -74.88,
              34.39
            ],
            [
              -74.91,
              34.36
            ],
            [
              -74.95,
              34.34
            ],
            [
              -74.99,
              34.34
            ],
            [
              -75.04,
              34.4
            ],
            [
              -75.03,
              34.43
            ],
            [
              -74.99,
              34.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0622,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0622,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "697acdd3bdcaf30c18fe3c1d2830f5434cd4a5f08c98e36626f8e75815306734"
      },
      "receipt_sha256": "697acdd3bdcaf30c18fe3c1d2830f5434cd4a5f08c98e36626f8e75815306734"
    },
    {
      "storm_id": "924174",
      "lat": 31.8776,
      "lon": -98.4219,
      "motion_east": 1.5,
      "motion_south": 2.4,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1456.0,
      "ebshear": 14.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6238
        },
        {
          "name": "alignment",
          "value": -2.5704
        },
        {
          "name": "tau",
          "value": 0.9188
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0622
      },
      "coherence_score": 0.9187502264976501,
      "coherence_diagnostics": {
        "tau": 0.9187502264976501,
        "grad_tau": 0.29412877559661865,
        "torsion": 0.0,
        "alignment": -2.570436954498291,
        "S_field": 0.1827383190393448,
        "Gamma_field": 0.26981404423713684,
        "S_over_Gamma": 0.6772750616073608,
        "Da": 16.450096130371094,
        "E_coh": 0.8668349385261536,
        "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": [
          [
            [
              -98.36,
              31.96
            ],
            [
              -98.33,
              31.96
            ],
            [
              -98.32,
              31.95
            ],
            [
              -98.32,
              31.9
            ],
            [
              -98.33,
              31.89
            ],
            [
              -98.35,
              31.89
            ],
            [
              -98.38,
              31.86
            ],
            [
              -98.39,
              31.84
            ],
            [
              -98.39,
              31.81
            ],
            [
              -98.41,
              31.79
            ],
            [
              -98.45,
              31.78
            ],
            [
              -98.49,
              31.8
            ],
            [
              -98.57,
              31.8
            ],
            [
              -98.57,
              31.85
            ],
            [
              -98.56,
              31.86
            ],
            [
              -98.51,
              31.87
            ],
            [
              -98.47,
              31.9
            ],
            [
              -98.46,
              31.9
            ],
            [
              -98.43,
              31.93
            ],
            [
              -98.41,
              31.93
            ],
            [
              -98.36,
              31.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0622,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0622,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "697acdd3bdcaf30c18fe3c1d2830f5434cd4a5f08c98e36626f8e75815306734"
      },
      "receipt_sha256": "697acdd3bdcaf30c18fe3c1d2830f5434cd4a5f08c98e36626f8e75815306734"
    },
    {
      "storm_id": "923925",
      "lat": 28.775,
      "lon": -91.755,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2449.0,
      "ebshear": 18.0,
      "srh01": 54.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4988
        },
        {
          "name": "alignment",
          "value": -0.5185
        },
        {
          "name": "tau",
          "value": 3.4957
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0615
      },
      "coherence_score": 3.4957122802734375,
      "coherence_diagnostics": {
        "tau": 3.4957122802734375,
        "grad_tau": 0.2133459746837616,
        "torsion": 0.0,
        "alignment": -0.5185391306877136,
        "S_field": 0.9994025230407715,
        "Gamma_field": 0.25981405377388,
        "S_over_Gamma": 3.846606969833374,
        "Da": 15.996804237365723,
        "E_coh": 0.9818296432495117,
        "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": [
          [
            [
              -91.77,
              28.8
            ],
            [
              -91.73,
              28.8
            ],
            [
              -91.72,
              28.79
            ],
            [
              -91.72,
              28.75
            ],
            [
              -91.75,
              28.73
            ],
            [
              -91.79,
              28.74
            ],
            [
              -91.79,
              28.79
            ],
            [
              -91.77,
              28.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0615,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "baa6363539b886d70a316b308cf4a478e75195dbf978ed9fdb7630e7541b7f0f",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0615,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a34149fff59b3c876f9da166d51e2aea25ea6f3ff1ab2ff28003fde1e26f0d0"
      },
      "receipt_sha256": "0a34149fff59b3c876f9da166d51e2aea25ea6f3ff1ab2ff28003fde1e26f0d0"
    },
    {
      "storm_id": "924412",
      "lat": 32.5678,
      "lon": -107.6911,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 226.0,
      "ebshear": 14.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3738
        },
        {
          "name": "alignment",
          "value": 2.4662
        },
        {
          "name": "tau",
          "value": 0.3702
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.3701533079147339,
      "coherence_diagnostics": {
        "tau": 0.3701533079147339,
        "grad_tau": 0.04048579931259155,
        "torsion": 0.0,
        "alignment": 2.4661622047424316,
        "S_field": 0.2542867064476013,
        "Gamma_field": 0.2181473821401596,
        "S_over_Gamma": 1.1656646728515625,
        "Da": 14.241582870483398,
        "E_coh": 0.786784827709198,
        "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": [
          [
            [
              -107.71,
              32.6
            ],
            [
              -107.67,
              32.59
            ],
            [
              -107.66,
              32.58
            ],
            [
              -107.66,
              32.54
            ],
            [
              -107.67,
              32.53
            ],
            [
              -107.7,
              32.53
            ],
            [
              -107.72,
              32.55
            ],
            [
              -107.72,
              32.59
            ],
            [
              -107.71,
              32.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0608,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d38ee52ba2eb628d965e3ca2891e6daa907c038712881c87dcea3de490f8630"
      },
      "receipt_sha256": "6d38ee52ba2eb628d965e3ca2891e6daa907c038712881c87dcea3de490f8630"
    },
    {
      "storm_id": "924209",
      "lat": 28.3879,
      "lon": -78.3841,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3195.0,
      "ebshear": 5.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2488
        },
        {
          "name": "alignment",
          "value": 1.5801
        },
        {
          "name": "tau",
          "value": 3.9489
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0591
      },
      "coherence_score": 3.9488887786865234,
      "coherence_diagnostics": {
        "tau": 3.9488887786865234,
        "grad_tau": 0.396910697221756,
        "torsion": 0.0,
        "alignment": 1.580068826675415,
        "S_field": 1.5089672803878784,
        "Gamma_field": 0.3056474030017853,
        "S_over_Gamma": 4.936954498291016,
        "Da": 19.486209869384766,
        "E_coh": 0.9655351042747498,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.47,
              28.46
            ],
            [
              -78.46,
              28.46
            ],
            [
              -78.45,
              28.46
            ],
            [
              -78.44,
              28.46
            ],
            [
              -78.43,
              28.46
            ],
            [
              -78.42,
              28.46
            ],
            [
              -78.41,
              28.46
            ],
            [
              -78.4,
              28.45
            ],
            [
              -78.39,
              28.44
            ],
            [
              -78.38,
              28.44
            ],
            [
              -78.37,
              28.43
            ],
            [
              -78.36,
              28.42
            ],
            [
              -78.36,
              28.41
            ],
            [
              -78.35,
              28.4
            ],
            [
              -78.34,
              28.39
            ],
            [
              -78.34,
              28.38
            ],
            [
              -78.34,
              28.37
            ],
            [
              -78.34,
              28.36
            ],
            [
              -78.33,
              28.35
            ],
            [
              -78.32,
              28.36
            ],
            [
              -78.32,
              28.37
            ],
            [
              -78.32,
              28.38
            ],
            [
              -78.31,
              28.39
            ],
            [
              -78.3,
              28.39
            ],
            [
              -78.3,
              28.38
            ],
            [
              -78.3,
              28.37
            ],
            [
              -78.3,
              28.36
            ],
            [
              -78.3,
              28.35
            ],
            [
              -78.3,
              28.34
            ],
            [
              -78.3,
              28.33
            ],
            [
              -78.3,
              28.32
            ],
            [
              -78.3,
              28.33
            ],
            [
              -78.31,
              28.34
            ],
            [
              -78.32,
              28.34
            ],
            [
              -78.33,
              28.35
            ],
            [
              -78.34,
              28.35
            ],
            [
              -78.35,
              28.36
            ],
            [
              -78.36,
              28.35
            ],
            [
              -78.37,
              28.35
            ],
            [
              -78.38,
              28.35
            ],
            [
              -78.39,
              28.36
            ],
            [
              -78.4,
              28.35
            ],
            [
              -78.41,
              28.35
            ],
            [
              -78.42,
              28.35
            ],
            [
              -78.43,
              28.35
            ],
            [
              -78.44,
              28.35
            ],
            [
              -78.45,
              28.36
            ],
            [
              -78.46,
              28.36
            ],
            [
              -78.47,
              28.37
            ],
            [
              -78.47,
              28.38
            ],
            [
              -78.48,
              28.39
            ],
            [
              -78.48,
              28.4
            ],
            [
              -78.48,
              28.41
            ],
            [
              -78.48,
              28.42
            ],
            [
              -78.48,
              28.43
            ],
            [
              -78.48,
              28.44
            ],
            [
              -78.48,
              28.45
            ],
            [
              -78.47,
              28.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0591,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0591,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad975202229e375736074c568c7eea82baf1ccdea1289fd6f5204bb991d05db4"
      },
      "receipt_sha256": "ad975202229e375736074c568c7eea82baf1ccdea1289fd6f5204bb991d05db4"
    },
    {
      "storm_id": "924373",
      "lat": 28.4262,
      "lon": -78.6708,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3216.0,
      "ebshear": 5.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2488
        },
        {
          "name": "alignment",
          "value": 1.5801
        },
        {
          "name": "tau",
          "value": 3.9489
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0591
      },
      "coherence_score": 3.9488887786865234,
      "coherence_diagnostics": {
        "tau": 3.9488887786865234,
        "grad_tau": 0.396910697221756,
        "torsion": 0.0,
        "alignment": 1.580068826675415,
        "S_field": 1.5089672803878784,
        "Gamma_field": 0.3056474030017853,
        "S_over_Gamma": 4.936954498291016,
        "Da": 19.486209869384766,
        "E_coh": 0.9655351042747498,
        "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": [
          [
            [
              -78.66,
              28.48
            ],
            [
              -78.61,
              28.45
            ],
            [
              -78.61,
              28.42
            ],
            [
              -78.6,
              28.41
            ],
            [
              -78.65,
              28.37
            ],
            [
              -78.67,
              28.38
            ],
            [
              -78.7,
              28.38
            ],
            [
              -78.71,
              28.39
            ],
            [
              -78.71,
              28.42
            ],
            [
              -78.72,
              28.43
            ],
            [
              -78.72,
              28.47
            ],
            [
              -78.7,
              28.46
            ],
            [
              -78.66,
              28.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0591,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0591,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad975202229e375736074c568c7eea82baf1ccdea1289fd6f5204bb991d05db4"
      },
      "receipt_sha256": "ad975202229e375736074c568c7eea82baf1ccdea1289fd6f5204bb991d05db4"
    },
    {
      "storm_id": "924529",
      "lat": 28.4909,
      "lon": -78.8145,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3199.0,
      "ebshear": 5.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2488
        },
        {
          "name": "alignment",
          "value": 1.5801
        },
        {
          "name": "tau",
          "value": 3.9489
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0591
      },
      "coherence_score": 3.9488887786865234,
      "coherence_diagnostics": {
        "tau": 3.9488887786865234,
        "grad_tau": 0.396910697221756,
        "torsion": 0.0,
        "alignment": 1.580068826675415,
        "S_field": 1.5089672803878784,
        "Gamma_field": 0.3056474030017853,
        "S_over_Gamma": 4.936954498291016,
        "Da": 19.486209869384766,
        "E_coh": 0.9655351042747498,
        "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": [
          [
            [
              -78.83,
              28.55
            ],
            [
              -78.78,
              28.55
            ],
            [
              -78.75,
              28.52
            ],
            [
              -78.75,
              28.49
            ],
            [
              -78.76,
              28.47
            ],
            [
              -78.8,
              28.43
            ],
            [
              -78.87,
              28.42
            ],
            [
              -78.87,
              28.45
            ],
            [
              -78.86,
              28.46
            ],
            [
              -78.86,
              28.51
            ],
            [
              -78.83,
              28.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0591,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0591,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad975202229e375736074c568c7eea82baf1ccdea1289fd6f5204bb991d05db4"
      },
      "receipt_sha256": "ad975202229e375736074c568c7eea82baf1ccdea1289fd6f5204bb991d05db4"
    },
    {
      "storm_id": "924398",
      "lat": 31.5114,
      "lon": -94.8264,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1334.0,
      "ebshear": 15.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1238
        },
        {
          "name": "alignment",
          "value": 1.5548
        },
        {
          "name": "tau",
          "value": 1.4859
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0584
      },
      "coherence_score": 1.4859296083450317,
      "coherence_diagnostics": {
        "tau": 1.4859296083450317,
        "grad_tau": 0.4320361614227295,
        "torsion": 0.0,
        "alignment": 1.554821252822876,
        "S_field": 0.2970064580440521,
        "Gamma_field": 0.41148072481155396,
        "S_over_Gamma": 0.7217991948127747,
        "Da": 24.608261108398438,
        "E_coh": 0.5933491587638855,
        "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": [
          [
            [
              -94.85,
              31.56
            ],
            [
              -94.84,
              31.55
            ],
            [
              -94.78,
              31.55
            ],
            [
              -94.77,
              31.54
            ],
            [
              -94.77,
              31.5
            ],
            [
              -94.75,
              31.48
            ],
            [
              -94.79,
              31.46
            ],
            [
              -94.83,
              31.46
            ],
            [
              -94.84,
              31.47
            ],
            [
              -94.86,
              31.47
            ],
            [
              -94.89,
              31.5
            ],
            [
              -94.88,
              31.51
            ],
            [
              -94.87,
              31.55
            ],
            [
              -94.85,
              31.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0584,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0584,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c444c87f818d89e81cb9c4cf509903bedcdc97ebe086673ae43024bbbd84d14"
      },
      "receipt_sha256": "6c444c87f818d89e81cb9c4cf509903bedcdc97ebe086673ae43024bbbd84d14"
    },
    {
      "storm_id": "924501",
      "lat": 50.378,
      "lon": -102.418,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1650.0,
      "ebshear": 57.0,
      "srh01": 0.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3738
        },
        {
          "name": "alignment",
          "value": 2.0326
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0579
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.44982731342315674,
        "torsion": 0.0,
        "alignment": 2.0326366424560547,
        "S_field": 0.42376142740249634,
        "Gamma_field": 0.1948140412569046,
        "S_over_Gamma": 2.1752099990844727,
        "Da": 10.912019729614258,
        "E_coh": 0.3484151363372803,
        "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": [
          [
            [
              -102.45,
              50.41
            ],
            [
              -102.37,
              50.41
            ],
            [
              -102.37,
              50.33
            ],
            [
              -102.45,
              50.33
            ],
            [
              -102.45,
              50.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0579,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "fe2a72878b5f2d345374a1cf27fe69e05b889573c0f1f30f907f7357caf5b429",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0579,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9854a2721900d975c93cd1635fa705d2d462161431a13189b0dadb8f4940ceb"
      },
      "receipt_sha256": "c9854a2721900d975c93cd1635fa705d2d462161431a13189b0dadb8f4940ceb"
    },
    {
      "storm_id": "924447",
      "lat": 31.9478,
      "lon": -96.1422,
      "motion_east": 3.4,
      "motion_south": 1.1,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1256.0,
      "ebshear": 25.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7488
        },
        {
          "name": "alignment",
          "value": 1.5447
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 1.2302072048187256,
      "coherence_diagnostics": {
        "tau": 1.2302072048187256,
        "grad_tau": 0.30543363094329834,
        "torsion": 0.0,
        "alignment": 1.5446653366088867,
        "S_field": 0.26294219493865967,
        "Gamma_field": 0.3273140490055084,
        "S_over_Gamma": 0.803333044052124,
        "Da": 20.381589889526367,
        "E_coh": 0.8071292042732239,
        "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": [
          [
            [
              -96.16,
              31.99
            ],
            [
              -96.1,
              31.99
            ],
            [
              -96.08,
              31.97
            ],
            [
              -96.08,
              31.93
            ],
            [
              -96.12,
              31.9
            ],
            [
              -96.18,
              31.89
            ],
            [
              -96.2,
              31.91
            ],
            [
              -96.2,
              31.96
            ],
            [
              -96.16,
              31.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0578,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddfd2575340723d954f5c8ef14ed26b8398deeee2974bd76f61713f8f4b12161"
      },
      "receipt_sha256": "ddfd2575340723d954f5c8ef14ed26b8398deeee2974bd76f61713f8f4b12161"
    },
    {
      "storm_id": "923628",
      "lat": 32.003,
      "lon": -95.869,
      "motion_east": 3.2,
      "motion_south": 0.2,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 996.0,
      "ebshear": 23.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7488
        },
        {
          "name": "alignment",
          "value": 1.5447
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 1.2302072048187256,
      "coherence_diagnostics": {
        "tau": 1.2302072048187256,
        "grad_tau": 0.30543363094329834,
        "torsion": 0.0,
        "alignment": 1.5446653366088867,
        "S_field": 0.26294219493865967,
        "Gamma_field": 0.3273140490055084,
        "S_over_Gamma": 0.803333044052124,
        "Da": 20.381589889526367,
        "E_coh": 0.8071292042732239,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.9,
              32.04
            ],
            [
              -95.85,
              32.04
            ],
            [
              -95.83,
              32.03
            ],
            [
              -95.82,
              32.01
            ],
            [
              -95.83,
              31.97
            ],
            [
              -95.86,
              31.97
            ],
            [
              -95.87,
              31.96
            ],
            [
              -95.91,
              31.97
            ],
            [
              -95.92,
              32.0
            ],
            [
              -95.9,
              32.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0576,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "877dcfab4f956c3baad1adc4b63b8e70f0192c628a43341c46cedd4cee861078"
      },
      "receipt_sha256": "877dcfab4f956c3baad1adc4b63b8e70f0192c628a43341c46cedd4cee861078"
    },
    {
      "storm_id": "924463",
      "lat": 29.77,
      "lon": -84.0633,
      "motion_east": 9.8,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2530.0,
      "ebshear": 17.0,
      "srh01": 21.0,
      "maxllaz": 0.008,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8738
        },
        {
          "name": "alignment",
          "value": 0.6278
        },
        {
          "name": "tau",
          "value": 3.9457
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0575
      },
      "coherence_score": 3.9457311630249023,
      "coherence_diagnostics": {
        "tau": 3.9457311630249023,
        "grad_tau": 0.3194158971309662,
        "torsion": 0.0,
        "alignment": 0.6277599930763245,
        "S_field": 1.0540004968643188,
        "Gamma_field": 0.21398071944713593,
        "S_over_Gamma": 4.925679683685303,
        "Da": 13.45833969116211,
        "E_coh": 0.9817146062850952,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.08,
              29.8
            ],
            [
              -84.03,
              29.8
            ],
            [
              -84.02,
              29.79
            ],
            [
              -84.02,
              29.76
            ],
            [
              -84.05,
              29.73
            ],
            [
              -84.09,
              29.73
            ],
            [
              -84.1,
              29.74
            ],
            [
              -84.1,
              29.78
            ],
            [
              -84.08,
              29.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0575,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0575,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a46088fdda3ab3de8836bdce70f4d324fc7aeb51933207c5893f914b29fefbf"
      },
      "receipt_sha256": "8a46088fdda3ab3de8836bdce70f4d324fc7aeb51933207c5893f914b29fefbf"
    },
    {
      "storm_id": "924470",
      "lat": 32.0189,
      "lon": -96.4722,
      "motion_east": 3.5,
      "motion_south": 1.2,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1031.0,
      "ebshear": 25.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7488
        },
        {
          "name": "alignment",
          "value": 1.5447
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0551
      },
      "coherence_score": 1.2302072048187256,
      "coherence_diagnostics": {
        "tau": 1.2302072048187256,
        "grad_tau": 0.30543363094329834,
        "torsion": 0.0,
        "alignment": 1.5446653366088867,
        "S_field": 0.26294219493865967,
        "Gamma_field": 0.3273140490055084,
        "S_over_Gamma": 0.803333044052124,
        "Da": 20.381589889526367,
        "E_coh": 0.8071292042732239,
        "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": [
          [
            [
              -96.49,
              32.05
            ],
            [
              -96.46,
              32.05
            ],
            [
              -96.44,
              32.03
            ],
            [
              -96.44,
              31.99
            ],
            [
              -96.45,
              31.98
            ],
            [
              -96.48,
              31.98
            ],
            [
              -96.5,
              32.0
            ],
            [
              -96.5,
              32.04
            ],
            [
              -96.49,
              32.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0551,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0551,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "407ef2a0c99d50c0dc63996ec730f3fa883d2d0c9cd969678397c4547bc55041"
      },
      "receipt_sha256": "407ef2a0c99d50c0dc63996ec730f3fa883d2d0c9cd969678397c4547bc55041"
    },
    {
      "storm_id": "924445",
      "lat": 32.4409,
      "lon": -97.1191,
      "motion_east": 4.6,
      "motion_south": 1.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1403.0,
      "ebshear": 22.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8738
        },
        {
          "name": "alignment",
          "value": 1.5959
        },
        {
          "name": "tau",
          "value": 0.8292
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 0.8291714787483215,
      "coherence_diagnostics": {
        "tau": 0.8291714787483215,
        "grad_tau": 0.2468939572572708,
        "torsion": 0.0,
        "alignment": 1.5959300994873047,
        "S_field": 0.1252930909395218,
        "Gamma_field": 0.3781473934650421,
        "S_over_Gamma": 0.3313339948654175,
        "Da": 23.079389572143555,
        "E_coh": 0.6053084135055542,
        "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": [
          [
            [
              -97.13,
              32.48
            ],
            [
              -97.1,
              32.48
            ],
            [
              -97.08,
              32.47
            ],
            [
              -97.08,
              32.43
            ],
            [
              -97.07,
              32.42
            ],
            [
              -97.11,
              32.41
            ],
            [
              -97.12,
              32.4
            ],
            [
              -97.15,
              32.4
            ],
            [
              -97.17,
              32.42
            ],
            [
              -97.17,
              32.46
            ],
            [
              -97.13,
              32.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0541,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "214717923160fc14d5fc5ca81a626f17731d02f77c95dc4bc7ede11da157f4d1"
      },
      "receipt_sha256": "214717923160fc14d5fc5ca81a626f17731d02f77c95dc4bc7ede11da157f4d1"
    },
    {
      "storm_id": "924523",
      "lat": 29.1438,
      "lon": -89.9375,
      "motion_east": 4.0,
      "motion_south": 1.2,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2236.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2488
        },
        {
          "name": "alignment",
          "value": -1.9362
        },
        {
          "name": "tau",
          "value": 3.619
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 3.6190249919891357,
      "coherence_diagnostics": {
        "tau": 3.6190249919891357,
        "grad_tau": 0.3573664128780365,
        "torsion": 0.0,
        "alignment": -1.9362201690673828,
        "S_field": 1.1658718585968018,
        "Gamma_field": 0.267314076423645,
        "S_over_Gamma": 4.361430644989014,
        "Da": 17.554712295532227,
        "E_coh": 0.9777634739875793,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.96,
              29.17
            ],
            [
              -89.89,
              29.17
            ],
            [
              -89.9,
              29.12
            ],
            [
              -89.91,
              29.11
            ],
            [
              -89.94,
              29.11
            ],
            [
              -89.97,
              29.14
            ],
            [
              -89.97,
              29.16
            ],
            [
              -89.96,
              29.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0541,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "214717923160fc14d5fc5ca81a626f17731d02f77c95dc4bc7ede11da157f4d1"
      },
      "receipt_sha256": "214717923160fc14d5fc5ca81a626f17731d02f77c95dc4bc7ede11da157f4d1"
    },
    {
      "storm_id": "924503",
      "lat": 34.4511,
      "lon": -122.3211,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 120.0,
      "ebshear": 16.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.9988
        },
        {
          "name": "alignment",
          "value": -0.5293
        },
        {
          "name": "tau",
          "value": 0.4702
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 0.47016119956970215,
      "coherence_diagnostics": {
        "tau": 0.47016119956970215,
        "grad_tau": 0.1627388596534729,
        "torsion": 0.0,
        "alignment": -0.5292947292327881,
        "S_field": 0.13262951374053955,
        "Gamma_field": 0.15648071467876434,
        "S_over_Gamma": 0.8475773930549622,
        "Da": 9.500445365905762,
        "E_coh": 0.050323735922575,
        "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": [
          [
            [
              -122.32,
              34.48
            ],
            [
              -122.3,
              34.48
            ],
            [
              -122.28,
              34.46
            ],
            [
              -122.3,
              34.42
            ],
            [
              -122.31,
              34.41
            ],
            [
              -122.36,
              34.41
            ],
            [
              -122.36,
              34.46
            ],
            [
              -122.34,
              34.46
            ],
            [
              -122.32,
              34.48
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.053,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f5ca91b3f8f6f5709ec9b3907d5e59c5f89c1584098b7dc613914cf72ef0c6f4"
      },
      "receipt_sha256": "f5ca91b3f8f6f5709ec9b3907d5e59c5f89c1584098b7dc613914cf72ef0c6f4"
    },
    {
      "storm_id": "924123",
      "lat": 31.2592,
      "lon": -102.45,
      "motion_east": -2.0,
      "motion_south": -3.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 644.0,
      "ebshear": 9.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.4988
        },
        {
          "name": "alignment",
          "value": 4.5026
        },
        {
          "name": "tau",
          "value": 0.4299
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0525
      },
      "coherence_score": 0.42989346385002136,
      "coherence_diagnostics": {
        "tau": 0.42989346385002136,
        "grad_tau": 0.08827235549688339,
        "torsion": 0.0,
        "alignment": 4.502598762512207,
        "S_field": 0.12126630544662476,
        "Gamma_field": 0.15731404721736908,
        "S_over_Gamma": 0.7708548903465271,
        "Da": 9.876195907592773,
        "E_coh": 0.6180005669593811,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.41,
              31.32
            ],
            [
              -102.34,
              31.32
            ],
            [
              -102.33,
              31.31
            ],
            [
              -102.33,
              31.29
            ],
            [
              -102.38,
              31.23
            ],
            [
              -102.49,
              31.17
            ],
            [
              -102.55,
              31.18
            ],
            [
              -102.57,
              31.2
            ],
            [
              -102.57,
              31.21
            ],
            [
              -102.53,
              31.26
            ],
            [
              -102.49,
              31.26
            ],
            [
              -102.45,
              31.3
            ],
            [
              -102.41,
              31.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0525,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0525,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21bf437730b6a3d97ad1b3e528b1a018aece16ab8982c76ad8dc2a3a55ef79c0"
      },
      "receipt_sha256": "21bf437730b6a3d97ad1b3e528b1a018aece16ab8982c76ad8dc2a3a55ef79c0"
    },
    {
      "storm_id": "924486",
      "lat": 50.7706,
      "lon": -70.0961,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1238
        },
        {
          "name": "alignment",
          "value": -2.4674
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2818593978881836,
        "torsion": 0.0,
        "alignment": -2.4673633575439453,
        "S_field": 0.26464876532554626,
        "Gamma_field": 0.2064807116985321,
        "S_over_Gamma": 1.2817118167877197,
        "Da": 12.97349739074707,
        "E_coh": 0.633086085319519,
        "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": [
          [
            [
              -70.19,
              50.85
            ],
            [
              -70.16,
              50.85
            ],
            [
              -70.14,
              50.82
            ],
            [
              -70.09,
              50.82
            ],
            [
              -70.07,
              50.8
            ],
            [
              -70.04,
              50.79
            ],
            [
              -70.0,
              50.75
            ],
            [
              -70.0,
              50.72
            ],
            [
              -70.01,
              50.7
            ],
            [
              -70.03,
              50.69
            ],
            [
              -70.04,
              50.7
            ],
            [
              -70.07,
              50.7
            ],
            [
              -70.09,
              50.72
            ],
            [
              -70.12,
              50.73
            ],
            [
              -70.15,
              50.77
            ],
            [
              -70.15,
              50.79
            ],
            [
              -70.19,
              50.82
            ],
            [
              -70.19,
              50.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0524,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd18e23e2b47b38a6a7d29fe2fedd8b8520f13fa4205073cb38cdd04bf0f4186"
      },
      "receipt_sha256": "cd18e23e2b47b38a6a7d29fe2fedd8b8520f13fa4205073cb38cdd04bf0f4186"
    },
    {
      "storm_id": "924379",
      "lat": 32.0913,
      "lon": -95.6106,
      "motion_east": 2.5,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1477.0,
      "ebshear": 22.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3738
        },
        {
          "name": "alignment",
          "value": -0.22
        },
        {
          "name": "tau",
          "value": 1.4304
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0518
      },
      "coherence_score": 1.4304044246673584,
      "coherence_diagnostics": {
        "tau": 1.4304044246673584,
        "grad_tau": 0.28002485632896423,
        "torsion": 0.0,
        "alignment": -0.2200329303741455,
        "S_field": 0.4624021053314209,
        "Gamma_field": 0.31398072838783264,
        "S_over_Gamma": 1.4727085828781128,
        "Da": 19.637269973754883,
        "E_coh": 0.7758399844169617,
        "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": [
          [
            [
              -95.59,
              32.14
            ],
            [
              -95.53,
              32.14
            ],
            [
              -95.52,
              32.13
            ],
            [
              -95.52,
              32.08
            ],
            [
              -95.54,
              32.07
            ],
            [
              -95.59,
              32.07
            ],
            [
              -95.6,
              32.06
            ],
            [
              -95.62,
              32.06
            ],
            [
              -95.64,
              32.04
            ],
            [
              -95.68,
              32.04
            ],
            [
              -95.7,
              32.05
            ],
            [
              -95.7,
              32.09
            ],
            [
              -95.68,
              32.11
            ],
            [
              -95.66,
              32.12
            ],
            [
              -95.61,
              32.12
            ],
            [
              -95.59,
              32.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0518,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0518,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d457e1e122aaaa71d2e69f813f496d814521ee3375849bb215c248106d37b937"
      },
      "receipt_sha256": "d457e1e122aaaa71d2e69f813f496d814521ee3375849bb215c248106d37b937"
    },
    {
      "storm_id": "924444",
      "lat": 32.5993,
      "lon": -95.1364,
      "motion_east": 1.9,
      "motion_south": 0.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1080.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2488
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 1.2297
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0505
      },
      "coherence_score": 1.229690670967102,
      "coherence_diagnostics": {
        "tau": 1.229690670967102,
        "grad_tau": 0.18161047995090485,
        "torsion": 0.0,
        "alignment": 0.8994583487510681,
        "S_field": 0.44698500633239746,
        "Gamma_field": 0.2064807116985321,
        "S_over_Gamma": 2.164778470993042,
        "Da": 12.701684951782227,
        "E_coh": 0.6869669556617737,
        "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": [
          [
            [
              -95.11,
              32.66
            ],
            [
              -95.06,
              32.65
            ],
            [
              -95.04,
              32.63
            ],
            [
              -95.04,
              32.58
            ],
            [
              -95.05,
              32.57
            ],
            [
              -95.07,
              32.56
            ],
            [
              -95.17,
              32.56
            ],
            [
              -95.18,
              32.54
            ],
            [
              -95.22,
              32.54
            ],
            [
              -95.25,
              32.56
            ],
            [
              -95.25,
              32.61
            ],
            [
              -95.23,
              32.63
            ],
            [
              -95.13,
              32.64
            ],
            [
              -95.11,
              32.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0505,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0505,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8480cb1601e83b2fe2bddb66103a82dd2aeb712dbf2c826f1b803bbb596cd4af"
      },
      "receipt_sha256": "8480cb1601e83b2fe2bddb66103a82dd2aeb712dbf2c826f1b803bbb596cd4af"
    },
    {
      "storm_id": "924519",
      "lat": 31.275,
      "lon": -101.2463,
      "motion_east": -1.0,
      "motion_south": -5.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 911.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2488
        },
        {
          "name": "alignment",
          "value": -2.153
        },
        {
          "name": "tau",
          "value": 0.6328
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0505
      },
      "coherence_score": 0.6328355669975281,
      "coherence_diagnostics": {
        "tau": 0.6328355669975281,
        "grad_tau": 0.14536577463150024,
        "torsion": 0.0,
        "alignment": -2.153024673461914,
        "S_field": 0.1053522527217865,
        "Gamma_field": 0.1881473809480667,
        "S_over_Gamma": 0.5599453449249268,
        "Da": 11.319207191467285,
        "E_coh": 0.6698190569877625,
        "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": [
          [
            [
              -101.24,
              31.31
            ],
            [
              -101.22,
              31.31
            ],
            [
              -101.22,
              31.25
            ],
            [
              -101.24,
              31.24
            ],
            [
              -101.27,
              31.24
            ],
            [
              -101.28,
              31.25
            ],
            [
              -101.26,
              31.29
            ],
            [
              -101.24,
              31.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0505,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0505,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8480cb1601e83b2fe2bddb66103a82dd2aeb712dbf2c826f1b803bbb596cd4af"
      },
      "receipt_sha256": "8480cb1601e83b2fe2bddb66103a82dd2aeb712dbf2c826f1b803bbb596cd4af"
    },
    {
      "storm_id": "924484",
      "lat": 24.7917,
      "lon": -97.3033,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3350.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2488
        },
        {
          "name": "alignment",
          "value": 4.6549
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.31257325410842896,
        "torsion": 0.0,
        "alignment": 4.654863357543945,
        "S_field": 0.029514813795685768,
        "Gamma_field": 0.16898071765899658,
        "S_over_Gamma": 0.17466379702091217,
        "Da": 9.78922176361084,
        "E_coh": 0.37139061093330383,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.35,
              24.84
            ],
            [
              -97.33,
              24.83
            ],
            [
              -97.3,
              24.83
            ],
            [
              -97.29,
              24.84
            ],
            [
              -97.25,
              24.81
            ],
            [
              -97.24,
              24.81
            ],
            [
              -97.24,
              24.73
            ],
            [
              -97.27,
              24.73
            ],
            [
              -97.28,
              24.72
            ],
            [
              -97.37,
              24.72
            ],
            [
              -97.37,
              24.8
            ],
            [
              -97.35,
              24.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0478,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0478,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1227bd7bfaab27e4d1f5ce7ad646f8b571169d43d449e8dcae7321e374c9db31"
      },
      "receipt_sha256": "1227bd7bfaab27e4d1f5ce7ad646f8b571169d43d449e8dcae7321e374c9db31"
    },
    {
      "storm_id": "924531",
      "lat": 24.5567,
      "lon": -97.3133,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3315.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2488
        },
        {
          "name": "alignment",
          "value": 4.6549
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.31257325410842896,
        "torsion": 0.0,
        "alignment": 4.654863357543945,
        "S_field": 0.029514813795685768,
        "Gamma_field": 0.16898071765899658,
        "S_over_Gamma": 0.17466379702091217,
        "Da": 9.78922176361084,
        "E_coh": 0.37139061093330383,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.38,
              24.6
            ],
            [
              -97.24,
              24.6
            ],
            [
              -97.24,
              24.52
            ],
            [
              -97.26,
              24.51
            ],
            [
              -97.38,
              24.51
            ],
            [
              -97.38,
              24.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0478,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0478,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1227bd7bfaab27e4d1f5ce7ad646f8b571169d43d449e8dcae7321e374c9db31"
      },
      "receipt_sha256": "1227bd7bfaab27e4d1f5ce7ad646f8b571169d43d449e8dcae7321e374c9db31"
    },
    {
      "storm_id": "923689",
      "lat": 33.41,
      "lon": -77.0373,
      "motion_east": 0.2,
      "motion_south": 3.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1027.0,
      "ebshear": 18.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3738
        },
        {
          "name": "alignment",
          "value": 0.2115
        },
        {
          "name": "tau",
          "value": 2.0205
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 2.020490884780884,
      "coherence_diagnostics": {
        "tau": 2.020490884780884,
        "grad_tau": 0.2517198920249939,
        "torsion": 0.0,
        "alignment": 0.21148242056369781,
        "S_field": 0.38492512702941895,
        "Gamma_field": 0.3273140490055084,
        "S_over_Gamma": 1.1760116815567017,
        "Da": 19.92036247253418,
        "E_coh": 0.9264532327651978,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.07,
              33.45
            ],
            [
              -77.03,
              33.45
            ],
            [
              -77.01,
              33.43
            ],
            [
              -77.01,
              33.41
            ],
            [
              -77.0,
              33.4
            ],
            [
              -77.0,
              33.37
            ],
            [
              -77.01,
              33.36
            ],
            [
              -77.05,
              33.36
            ],
            [
              -77.08,
              33.39
            ],
            [
              -77.08,
              33.44
            ],
            [
              -77.07,
              33.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0475,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d362d6ea5a3f8028614c4edc6ea08f5086350a8a87586606284ef328a59fe7b0"
      },
      "receipt_sha256": "d362d6ea5a3f8028614c4edc6ea08f5086350a8a87586606284ef328a59fe7b0"
    },
    {
      "storm_id": "923805",
      "lat": 34.8362,
      "lon": -76.7837,
      "motion_east": 0.3,
      "motion_south": 1.7,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1397.0,
      "ebshear": 29.0,
      "srh01": 26.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9988
        },
        {
          "name": "alignment",
          "value": 2.4443
        },
        {
          "name": "tau",
          "value": 1.5392
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 1.539189338684082,
      "coherence_diagnostics": {
        "tau": 1.539189338684082,
        "grad_tau": 0.11233643442392349,
        "torsion": 0.0,
        "alignment": 2.444277286529541,
        "S_field": 0.1556050032377243,
        "Gamma_field": 0.6989807486534119,
        "S_over_Gamma": 0.2226170152425766,
        "Da": 42.041114807128906,
        "E_coh": 0.40585049986839294,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.8,
              34.87
            ],
            [
              -76.76,
              34.87
            ],
            [
              -76.74,
              34.85
            ],
            [
              -76.74,
              34.8
            ],
            [
              -76.75,
              34.79
            ],
            [
              -76.84,
              34.79
            ],
            [
              -76.84,
              34.85
            ],
            [
              -76.8,
              34.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0461,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d27ba2499579131177e69c64eca1b60f9c9e7c5d5f7920b6d5c73a573dabbdd"
      },
      "receipt_sha256": "0d27ba2499579131177e69c64eca1b60f9c9e7c5d5f7920b6d5c73a573dabbdd"
    },
    {
      "storm_id": "924474",
      "lat": 31.0758,
      "lon": -101.3932,
      "motion_east": -1.0,
      "motion_south": -7.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 11.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2488
        },
        {
          "name": "alignment",
          "value": -2.153
        },
        {
          "name": "tau",
          "value": 0.6328
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.6328355669975281,
      "coherence_diagnostics": {
        "tau": 0.6328355669975281,
        "grad_tau": 0.14536577463150024,
        "torsion": 0.0,
        "alignment": -2.153024673461914,
        "S_field": 0.1053522527217865,
        "Gamma_field": 0.1881473809480667,
        "S_over_Gamma": 0.5599453449249268,
        "Da": 11.319207191467285,
        "E_coh": 0.6698190569877625,
        "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": [
          [
            [
              -101.39,
              31.17
            ],
            [
              -101.35,
              31.17
            ],
            [
              -101.35,
              31.15
            ],
            [
              -101.34,
              31.14
            ],
            [
              -101.34,
              31.02
            ],
            [
              -101.33,
              31.01
            ],
            [
              -101.34,
              31.0
            ],
            [
              -101.34,
              30.98
            ],
            [
              -101.37,
              30.96
            ],
            [
              -101.4,
              30.96
            ],
            [
              -101.43,
              31.0
            ],
            [
              -101.43,
              31.01
            ],
            [
              -101.47,
              31.04
            ],
            [
              -101.47,
              31.1
            ],
            [
              -101.46,
              31.12
            ],
            [
              -101.45,
              31.12
            ],
            [
              -101.42,
              31.16
            ],
            [
              -101.4,
              31.16
            ],
            [
              -101.39,
              31.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0461,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d27ba2499579131177e69c64eca1b60f9c9e7c5d5f7920b6d5c73a573dabbdd"
      },
      "receipt_sha256": "0d27ba2499579131177e69c64eca1b60f9c9e7c5d5f7920b6d5c73a573dabbdd"
    },
    {
      "storm_id": "924518",
      "lat": 31.465,
      "lon": -101.115,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 816.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2488
        },
        {
          "name": "alignment",
          "value": -2.153
        },
        {
          "name": "tau",
          "value": 0.6328
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 0.6328355669975281,
      "coherence_diagnostics": {
        "tau": 0.6328355669975281,
        "grad_tau": 0.14536577463150024,
        "torsion": 0.0,
        "alignment": -2.153024673461914,
        "S_field": 0.1053522527217865,
        "Gamma_field": 0.1881473809480667,
        "S_over_Gamma": 0.5599453449249268,
        "Da": 11.319207191467285,
        "E_coh": 0.6698190569877625,
        "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": [
          [
            [
              -101.1,
              31.5
            ],
            [
              -101.1,
              31.47
            ],
            [
              -101.09,
              31.46
            ],
            [
              -101.1,
              31.44
            ],
            [
              -101.11,
              31.43
            ],
            [
              -101.14,
              31.43
            ],
            [
              -101.15,
              31.44
            ],
            [
              -101.15,
              31.49
            ],
            [
              -101.11,
              31.49
            ],
            [
              -101.1,
              31.5
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.046,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f4a5899109fa559ae9177ab8510ad94981dd71933eacbdb80a0ed2ee84136e9"
      },
      "receipt_sha256": "5f4a5899109fa559ae9177ab8510ad94981dd71933eacbdb80a0ed2ee84136e9"
    },
    {
      "storm_id": "924188",
      "lat": 33.3347,
      "lon": -94.8988,
      "motion_east": 3.1,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1430.0,
      "ebshear": 11.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6238
        },
        {
          "name": "alignment",
          "value": 4.1172
        },
        {
          "name": "tau",
          "value": 1.1848
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 1.1848024129867554,
      "coherence_diagnostics": {
        "tau": 1.1848024129867554,
        "grad_tau": 0.04823731258511543,
        "torsion": 0.0,
        "alignment": 4.117227554321289,
        "S_field": 0.4620399475097656,
        "Gamma_field": 0.17314738035202026,
        "S_over_Gamma": 2.668477773666382,
        "Da": 10.592192649841309,
        "E_coh": 0.7335038185119629,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.93,
              33.38
            ],
            [
              -94.91,
              33.38
            ],
            [
              -94.9,
              33.37
            ],
            [
              -94.86,
              33.37
            ],
            [
              -94.84,
              33.35
            ],
            [
              -94.81,
              33.34
            ],
            [
              -94.79,
              33.32
            ],
            [
              -94.79,
              33.28
            ],
            [
              -94.8,
              33.27
            ],
            [
              -94.86,
              33.27
            ],
            [
              -94.88,
              33.29
            ],
            [
              -95.0,
              33.29
            ],
            [
              -95.02,
              33.31
            ],
            [
              -95.02,
              33.35
            ],
            [
              -95.0,
              33.37
            ],
            [
              -94.94,
              33.37
            ],
            [
              -94.93,
              33.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0455,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0455,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "695db417237ea2c32fb38dc524465644211cf1855f90c56862861183db1cd85e"
      },
      "receipt_sha256": "695db417237ea2c32fb38dc524465644211cf1855f90c56862861183db1cd85e"
    },
    {
      "storm_id": "924347",
      "lat": 34.2022,
      "lon": -75.3089,
      "motion_east": 1.9,
      "motion_south": 0.5,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1292.0,
      "ebshear": 27.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7488
        },
        {
          "name": "alignment",
          "value": 2.1305
        },
        {
          "name": "tau",
          "value": 2.0856
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.085564136505127,
      "coherence_diagnostics": {
        "tau": 2.085564136505127,
        "grad_tau": 0.42044857144355774,
        "torsion": 0.0,
        "alignment": 2.130519390106201,
        "S_field": 0.7274715304374695,
        "Gamma_field": 0.21064738929271698,
        "S_over_Gamma": 3.4535036087036133,
        "Da": 12.551506042480469,
        "E_coh": 0.9243440628051758,
        "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": [
          [
            [
              -75.33,
              34.28
            ],
            [
              -75.28,
              34.24
            ],
            [
              -75.26,
              34.24
            ],
            [
              -75.24,
              34.22
            ],
            [
              -75.23,
              34.22
            ],
            [
              -75.23,
              34.17
            ],
            [
              -75.24,
              34.15
            ],
            [
              -75.28,
              34.13
            ],
            [
              -75.29,
              34.14
            ],
            [
              -75.31,
              34.13
            ],
            [
              -75.33,
              34.15
            ],
            [
              -75.38,
              34.15
            ],
            [
              -75.38,
              34.18
            ],
            [
              -75.37,
              34.19
            ],
            [
              -75.38,
              34.23
            ],
            [
              -75.36,
              34.27
            ],
            [
              -75.34,
              34.27
            ],
            [
              -75.33,
              34.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0452,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f358b1b3ed6717b0c638be1d3deb46ce5c5cfdfbdedae8b21cebded7d245247"
      },
      "receipt_sha256": "2f358b1b3ed6717b0c638be1d3deb46ce5c5cfdfbdedae8b21cebded7d245247"
    },
    {
      "storm_id": "924515",
      "lat": 34.3475,
      "lon": -75.4013,
      "motion_east": -1.0,
      "motion_south": 1.8,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1265.0,
      "ebshear": 25.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7488
        },
        {
          "name": "alignment",
          "value": 2.1305
        },
        {
          "name": "tau",
          "value": 2.0856
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 2.085564136505127,
      "coherence_diagnostics": {
        "tau": 2.085564136505127,
        "grad_tau": 0.42044857144355774,
        "torsion": 0.0,
        "alignment": 2.130519390106201,
        "S_field": 0.7274715304374695,
        "Gamma_field": 0.21064738929271698,
        "S_over_Gamma": 3.4535036087036133,
        "Da": 12.551506042480469,
        "E_coh": 0.9243440628051758,
        "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": [
          [
            [
              -75.41,
              34.38
            ],
            [
              -75.37,
              34.38
            ],
            [
              -75.37,
              34.32
            ],
            [
              -75.38,
              34.31
            ],
            [
              -75.43,
              34.31
            ],
            [
              -75.42,
              34.33
            ],
            [
              -75.42,
              34.37
            ],
            [
              -75.41,
              34.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0451,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0451,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c04a51d721ec4ac498d8bf11857a86bbc83038e4c4aae01aea0f33632519e618"
      },
      "receipt_sha256": "c04a51d721ec4ac498d8bf11857a86bbc83038e4c4aae01aea0f33632519e618"
    },
    {
      "storm_id": "924241",
      "lat": 28.8647,
      "lon": -96.0953,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3108.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7488
        },
        {
          "name": "alignment",
          "value": 2.9999
        },
        {
          "name": "tau",
          "value": 1.9484
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 1.9483647346496582,
      "coherence_diagnostics": {
        "tau": 1.9483647346496582,
        "grad_tau": 0.401537150144577,
        "torsion": 0.0,
        "alignment": 2.9998507499694824,
        "S_field": 0.6530008316040039,
        "Gamma_field": 0.17481404542922974,
        "S_over_Gamma": 3.7354025840759277,
        "Da": 11.556138038635254,
        "E_coh": 0.9353600144386292,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.12,
              28.92
            ],
            [
              -96.11,
              28.91
            ],
            [
              -96.1,
              28.92
            ],
            [
              -96.09,
              28.91
            ],
            [
              -96.06,
              28.91
            ],
            [
              -96.06,
              28.89
            ],
            [
              -96.04,
              28.87
            ],
            [
              -96.04,
              28.79
            ],
            [
              -96.08,
              28.74
            ],
            [
              -96.13,
              28.74
            ],
            [
              -96.13,
              28.81
            ],
            [
              -96.11,
              28.85
            ],
            [
              -96.11,
              28.88
            ],
            [
              -96.13,
              28.91
            ],
            [
              -96.12,
              28.92
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.044,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "686226451fe372be35f2826099cbc45c01551aab252ae91a8cb6075eb77913db"
      },
      "receipt_sha256": "686226451fe372be35f2826099cbc45c01551aab252ae91a8cb6075eb77913db"
    },
    {
      "storm_id": "924121",
      "lat": 32.8785,
      "lon": -94.9377,
      "motion_east": 2.7,
      "motion_south": 0.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1244.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2488
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 1.2297
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 1.229690670967102,
      "coherence_diagnostics": {
        "tau": 1.229690670967102,
        "grad_tau": 0.18161047995090485,
        "torsion": 0.0,
        "alignment": 0.8994583487510681,
        "S_field": 0.44698500633239746,
        "Gamma_field": 0.2064807116985321,
        "S_over_Gamma": 2.164778470993042,
        "Da": 12.701684951782227,
        "E_coh": 0.6869669556617737,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.98,
              32.93
            ],
            [
              -94.94,
              32.93
            ],
            [
              -94.91,
              32.9
            ],
            [
              -94.9,
              32.9
            ],
            [
              -94.88,
              32.88
            ],
            [
              -94.87,
              32.84
            ],
            [
              -94.89,
              32.82
            ],
            [
              -94.93,
              32.82
            ],
            [
              -94.95,
              32.84
            ],
            [
              -94.96,
              32.84
            ],
            [
              -95.0,
              32.88
            ],
            [
              -95.0,
              32.91
            ],
            [
              -94.98,
              32.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0433,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0433,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8549925fe2e7a1c4d3445813475b66ec6ba3d452a3bd444164d3670a99bf29d5"
      },
      "receipt_sha256": "8549925fe2e7a1c4d3445813475b66ec6ba3d452a3bd444164d3670a99bf29d5"
    },
    {
      "storm_id": "924514",
      "lat": 34.7393,
      "lon": -82.1953,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1226.0,
      "ebshear": 22.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8738
        },
        {
          "name": "alignment",
          "value": 0.4881
        },
        {
          "name": "tau",
          "value": 2.6135
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 2.613485336303711,
      "coherence_diagnostics": {
        "tau": 2.613485336303711,
        "grad_tau": 0.27840501070022583,
        "torsion": 0.0,
        "alignment": 0.48814624547958374,
        "S_field": 0.5304298400878906,
        "Gamma_field": 0.16064737737178802,
        "S_over_Gamma": 3.3018269538879395,
        "Da": 10.254522323608398,
        "E_coh": 0.8733603954315186,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.22,
              34.79
            ],
            [
              -82.18,
              34.78
            ],
            [
              -82.19,
              34.75
            ],
            [
              -82.18,
              34.73
            ],
            [
              -82.17,
              34.72
            ],
            [
              -82.15,
              34.72
            ],
            [
              -82.15,
              34.71
            ],
            [
              -82.18,
              34.71
            ],
            [
              -82.19,
              34.7
            ],
            [
              -82.2,
              34.71
            ],
            [
              -82.23,
              34.71
            ],
            [
              -82.22,
              34.72
            ],
            [
              -82.22,
              34.77
            ],
            [
              -82.23,
              34.78
            ],
            [
              -82.22,
              34.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0422,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0422,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04558b2fef2e0f9258e24ddad5dbf7f0be9aae7ee1be5a5773c75e9bd61ef9ef"
      },
      "receipt_sha256": "04558b2fef2e0f9258e24ddad5dbf7f0be9aae7ee1be5a5773c75e9bd61ef9ef"
    },
    {
      "storm_id": "924516",
      "lat": 34.3122,
      "lon": -75.6356,
      "motion_east": 1.6,
      "motion_south": 0.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1325.0,
      "ebshear": 28.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7488
        },
        {
          "name": "alignment",
          "value": 2.1305
        },
        {
          "name": "tau",
          "value": 2.0856
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 2.085564136505127,
      "coherence_diagnostics": {
        "tau": 2.085564136505127,
        "grad_tau": 0.42044857144355774,
        "torsion": 0.0,
        "alignment": 2.130519390106201,
        "S_field": 0.7274715304374695,
        "Gamma_field": 0.21064738929271698,
        "S_over_Gamma": 3.4535036087036133,
        "Da": 12.551506042480469,
        "E_coh": 0.9243440628051758,
        "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": [
          [
            [
              -75.64,
              34.35
            ],
            [
              -75.62,
              34.34
            ],
            [
              -75.62,
              34.32
            ],
            [
              -75.6,
              34.29
            ],
            [
              -75.61,
              34.27
            ],
            [
              -75.66,
              34.27
            ],
            [
              -75.67,
              34.28
            ],
            [
              -75.66,
              34.34
            ],
            [
              -75.64,
              34.35
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.041,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc7083d8f6ff87928b7c067f3ad9e7cc51f30f27744f1d6866f9e433801838cb"
      },
      "receipt_sha256": "bc7083d8f6ff87928b7c067f3ad9e7cc51f30f27744f1d6866f9e433801838cb"
    },
    {
      "storm_id": "924441",
      "lat": 35.2867,
      "lon": -74.8411,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1447.0,
      "ebshear": 35.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9988
        },
        {
          "name": "alignment",
          "value": -0.4107
        },
        {
          "name": "tau",
          "value": 1.6354
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 1.63539719581604,
      "coherence_diagnostics": {
        "tau": 1.63539719581604,
        "grad_tau": 0.2884160578250885,
        "torsion": 0.0,
        "alignment": -0.41066861152648926,
        "S_field": 0.23809117078781128,
        "Gamma_field": 0.42481404542922974,
        "S_over_Gamma": 0.5604597330093384,
        "Da": 25.653921127319336,
        "E_coh": 0.612548291683197,
        "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": [
          [
            [
              -74.86,
              35.32
            ],
            [
              -74.83,
              35.32
            ],
            [
              -74.8,
              35.29
            ],
            [
              -74.8,
              35.26
            ],
            [
              -74.82,
              35.25
            ],
            [
              -74.86,
              35.25
            ],
            [
              -74.87,
              35.26
            ],
            [
              -74.87,
              35.31
            ],
            [
              -74.86,
              35.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0407,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0929c6968e1dc53e6974aff2e77a13e503edf1276eb74ee93d87c6faa280aaf2"
      },
      "receipt_sha256": "0929c6968e1dc53e6974aff2e77a13e503edf1276eb74ee93d87c6faa280aaf2"
    },
    {
      "storm_id": "924120",
      "lat": 34.395,
      "lon": -75.225,
      "motion_east": -1.0,
      "motion_south": 2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1234.0,
      "ebshear": 23.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.6238
        },
        {
          "name": "alignment",
          "value": 1.9065
        },
        {
          "name": "tau",
          "value": 1.664
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 1.664013385772705,
      "coherence_diagnostics": {
        "tau": 1.664013385772705,
        "grad_tau": 0.38049545884132385,
        "torsion": 0.0,
        "alignment": 1.9065184593200684,
        "S_field": 0.23179608583450317,
        "Gamma_field": 0.6123140454292297,
        "S_over_Gamma": 0.3785575330257416,
        "Da": 36.485408782958984,
        "E_coh": 0.6546438932418823,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.25,
              34.42
            ],
            [
              -75.19,
              34.42
            ],
            [
              -75.18,
              34.41
            ],
            [
              -75.19,
              34.37
            ],
            [
              -75.22,
              34.35
            ],
            [
              -75.26,
              34.36
            ],
            [
              -75.26,
              34.41
            ],
            [
              -75.25,
              34.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0406,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75644baeb5c2ec017bda49d9388f43301eee35c59e08cd37d3cbe81fa66c4cd0"
      },
      "receipt_sha256": "75644baeb5c2ec017bda49d9388f43301eee35c59e08cd37d3cbe81fa66c4cd0"
    },
    {
      "storm_id": "924199",
      "lat": 29.862,
      "lon": -94.872,
      "motion_east": 2.9,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2704.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1238
        },
        {
          "name": "alignment",
          "value": -0.569
        },
        {
          "name": "tau",
          "value": 2.5754
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 2.575371742248535,
      "coherence_diagnostics": {
        "tau": 2.575371742248535,
        "grad_tau": 0.5363602042198181,
        "torsion": 0.0,
        "alignment": -0.5689773559570312,
        "S_field": 0.6204102039337158,
        "Gamma_field": 0.21231405436992645,
        "S_over_Gamma": 2.9221343994140625,
        "Da": 13.704901695251465,
        "E_coh": 0.8957443237304688,
        "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": [
          [
            [
              -94.86,
              29.94
            ],
            [
              -94.84,
              29.94
            ],
            [
              -94.82,
              29.92
            ],
            [
              -94.82,
              29.85
            ],
            [
              -94.85,
              29.82
            ],
            [
              -94.85,
              29.8
            ],
            [
              -94.87,
              29.8
            ],
            [
              -94.89,
              29.78
            ],
            [
              -94.93,
              29.77
            ],
            [
              -94.92,
              29.79
            ],
            [
              -94.92,
              29.84
            ],
            [
              -94.89,
              29.88
            ],
            [
              -94.89,
              29.93
            ],
            [
              -94.87,
              29.93
            ],
            [
              -94.86,
              29.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0395,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47895438fb90608dd83a5325d77025b99a69770fc2b450c78ea8929397b0f3aa"
      },
      "receipt_sha256": "47895438fb90608dd83a5325d77025b99a69770fc2b450c78ea8929397b0f3aa"
    },
    {
      "storm_id": "924498",
      "lat": 29.2033,
      "lon": -100.2033,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1926.0,
      "ebshear": 16.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6238
        },
        {
          "name": "alignment",
          "value": 1.8511
        },
        {
          "name": "tau",
          "value": 0.7986
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.7986462116241455,
      "coherence_diagnostics": {
        "tau": 0.7986462116241455,
        "grad_tau": 0.2819783389568329,
        "torsion": 0.0,
        "alignment": 1.8510823249816895,
        "S_field": 0.1683255285024643,
        "Gamma_field": 0.4431473910808563,
        "S_over_Gamma": 0.3798409700393677,
        "Da": 28.36845588684082,
        "E_coh": 0.6376427412033081,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.24,
              29.24
            ],
            [
              -100.16,
              29.24
            ],
            [
              -100.16,
              29.18
            ],
            [
              -100.18,
              29.16
            ],
            [
              -100.24,
              29.16
            ],
            [
              -100.24,
              29.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0393,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9bde692f1c314d7245df4cd978a748218add238e416858794503ad54c034c471"
      },
      "receipt_sha256": "9bde692f1c314d7245df4cd978a748218add238e416858794503ad54c034c471"
    },
    {
      "storm_id": "924008",
      "lat": 35.103,
      "lon": -76.9783,
      "motion_east": -1.0,
      "motion_south": 2.9,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 722.0,
      "ebshear": 25.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.3738
        },
        {
          "name": "alignment",
          "value": -0.1251
        },
        {
          "name": "tau",
          "value": 1.602
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 1.6020362377166748,
      "coherence_diagnostics": {
        "tau": 1.6020362377166748,
        "grad_tau": 0.15317972004413605,
        "torsion": 0.0,
        "alignment": -0.1250649392604828,
        "S_field": 0.4053190052509308,
        "Gamma_field": 0.26314738392829895,
        "S_over_Gamma": 1.5402737855911255,
        "Da": 15.844269752502441,
        "E_coh": 0.8326082825660706,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.11,
              35.2
            ],
            [
              -77.06,
              35.2
            ],
            [
              -77.02,
              35.17
            ],
            [
              -76.94,
              35.17
            ],
            [
              -76.92,
              35.16
            ],
            [
              -76.88,
              35.12
            ],
            [
              -76.88,
              35.06
            ],
            [
              -76.85,
              35.04
            ],
            [
              -76.83,
              35.04
            ],
            [
              -76.83,
              34.99
            ],
            [
              -76.87,
              34.97
            ],
            [
              -76.9,
              34.99
            ],
            [
              -76.9,
              35.04
            ],
            [
              -76.92,
              35.06
            ],
            [
              -76.94,
              35.06
            ],
            [
              -77.0,
              35.09
            ],
            [
              -77.04,
              35.12
            ],
            [
              -77.07,
              35.12
            ],
            [
              -77.08,
              35.13
            ],
            [
              -77.13,
              35.14
            ],
            [
              -77.12,
              35.14
            ],
            [
              -77.1,
              35.16
            ],
            [
              -77.11,
              35.2
            ]
          ]
        ]
      },
      "raw_probability": 0.039,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.039,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "81ef9e3ae8ddedc40d62ca3c677c747a4e9284a6866ae40b3fad894821d71a77"
      },
      "receipt_sha256": "81ef9e3ae8ddedc40d62ca3c677c747a4e9284a6866ae40b3fad894821d71a77"
    },
    {
      "storm_id": "924513",
      "lat": 28.55,
      "lon": -95.7845,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3056.0,
      "ebshear": 18.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6238
        },
        {
          "name": "alignment",
          "value": 2.5389
        },
        {
          "name": "tau",
          "value": 2.1136
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 2.113640785217285,
      "coherence_diagnostics": {
        "tau": 2.113640785217285,
        "grad_tau": 0.6494150161743164,
        "torsion": 0.0,
        "alignment": 2.538893222808838,
        "S_field": 0.5961337685585022,
        "Gamma_field": 0.16064737737178802,
        "S_over_Gamma": 3.7108216285705566,
        "Da": 9.542980194091797,
        "E_coh": 0.8481082916259766,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.81,
              28.58
            ],
            [
              -95.75,
              28.58
            ],
            [
              -95.78,
              28.56
            ],
            [
              -95.77,
              28.55
            ],
            [
              -95.75,
              28.55
            ],
            [
              -95.74,
              28.51
            ],
            [
              -95.8,
              28.51
            ],
            [
              -95.81,
              28.52
            ],
            [
              -95.81,
              28.55
            ],
            [
              -95.8,
              28.56
            ],
            [
              -95.81,
              28.58
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.036,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f18616fd81151ae2889714b8210309343959550ad02de84f9b5562bbd71729d5"
      },
      "receipt_sha256": "f18616fd81151ae2889714b8210309343959550ad02de84f9b5562bbd71729d5"
    },
    {
      "storm_id": "924450",
      "lat": 30.5888,
      "lon": -95.7512,
      "motion_east": 4.1,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1893.0,
      "ebshear": 15.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7488
        },
        {
          "name": "alignment",
          "value": 0.8903
        },
        {
          "name": "tau",
          "value": 1.877
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0343
      },
      "coherence_score": 1.877026081085205,
      "coherence_diagnostics": {
        "tau": 1.877026081085205,
        "grad_tau": 0.3307821750640869,
        "torsion": 0.0,
        "alignment": 0.8903365135192871,
        "S_field": 0.3001810610294342,
        "Gamma_field": 0.37481406331062317,
        "S_over_Gamma": 0.800879955291748,
        "Da": 24.541521072387695,
        "E_coh": 0.8999845385551453,
        "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": [
          [
            [
              -95.79,
              30.66
            ],
            [
              -95.73,
              30.66
            ],
            [
              -95.72,
              30.65
            ],
            [
              -95.7,
              30.65
            ],
            [
              -95.66,
              30.6
            ],
            [
              -95.66,
              30.56
            ],
            [
              -95.71,
              30.49
            ],
            [
              -95.74,
              30.49
            ],
            [
              -95.75,
              30.48
            ],
            [
              -95.77,
              30.49
            ],
            [
              -95.77,
              30.55
            ],
            [
              -95.8,
              30.58
            ],
            [
              -95.79,
              30.59
            ],
            [
              -95.79,
              30.62
            ],
            [
              -95.8,
              30.63
            ],
            [
              -95.8,
              30.65
            ],
            [
              -95.79,
              30.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0343,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "80cea9926ed7057dbfc54fb423687f7057c6fa7e580fdf777e8d7aa56eb4ab64",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0343,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfc565c1c63d2d2977bca8c36d0b37b270c6fee6825d6ea48865831038b33206"
      },
      "receipt_sha256": "bfc565c1c63d2d2977bca8c36d0b37b270c6fee6825d6ea48865831038b33206"
    },
    {
      "storm_id": "924487",
      "lat": 32.8725,
      "lon": -96.0192,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1435.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.6238
        },
        {
          "name": "alignment",
          "value": 2.3815
        },
        {
          "name": "tau",
          "value": 1.0552
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0343
      },
      "coherence_score": 1.0552394390106201,
      "coherence_diagnostics": {
        "tau": 1.0552394390106201,
        "grad_tau": 0.262820303440094,
        "torsion": 0.0,
        "alignment": 2.3814525604248047,
        "S_field": 0.25454914569854736,
        "Gamma_field": 0.2156473845243454,
        "S_over_Gamma": 1.180395245552063,
        "Da": 13.543662071228027,
        "E_coh": 0.6955792903900146,
        "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": [
          [
            [
              -96.04,
              32.92
            ],
            [
              -96.0,
              32.92
            ],
            [
              -95.98,
              32.91
            ],
            [
              -95.98,
              32.87
            ],
            [
              -95.97,
              32.86
            ],
            [
              -96.0,
              32.84
            ],
            [
              -96.02,
              32.84
            ],
            [
              -96.03,
              32.85
            ],
            [
              -96.04,
              32.84
            ],
            [
              -96.06,
              32.84
            ],
            [
              -96.07,
              32.86
            ],
            [
              -96.04,
              32.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0343,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "80cea9926ed7057dbfc54fb423687f7057c6fa7e580fdf777e8d7aa56eb4ab64",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0343,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfc565c1c63d2d2977bca8c36d0b37b270c6fee6825d6ea48865831038b33206"
      },
      "receipt_sha256": "bfc565c1c63d2d2977bca8c36d0b37b270c6fee6825d6ea48865831038b33206"
    },
    {
      "storm_id": "924530",
      "lat": 28.3692,
      "lon": -96.528,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3200.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9988
        },
        {
          "name": "alignment",
          "value": 3.4012
        },
        {
          "name": "tau",
          "value": 1.6135
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 1.613477349281311,
      "coherence_diagnostics": {
        "tau": 1.613477349281311,
        "grad_tau": 0.5744776129722595,
        "torsion": 0.0,
        "alignment": 3.401174783706665,
        "S_field": 0.4065067172050476,
        "Gamma_field": 0.32231405377388,
        "S_over_Gamma": 1.2612131834030151,
        "Da": 19.46266746520996,
        "E_coh": 0.8613443970680237,
        "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": [
          [
            [
              -96.55,
              28.4
            ],
            [
              -96.54,
              28.4
            ],
            [
              -96.53,
              28.4
            ],
            [
              -96.52,
              28.4
            ],
            [
              -96.53,
              28.4
            ],
            [
              -96.54,
              28.39
            ],
            [
              -96.53,
              28.38
            ],
            [
              -96.52,
              28.38
            ],
            [
              -96.51,
              28.38
            ],
            [
              -96.5,
              28.37
            ],
            [
              -96.49,
              28.37
            ],
            [
              -96.48,
              28.36
            ],
            [
              -96.49,
              28.35
            ],
            [
              -96.5,
              28.34
            ],
            [
              -96.51,
              28.33
            ],
            [
              -96.52,
              28.33
            ],
            [
              -96.53,
              28.33
            ],
            [
              -96.54,
              28.33
            ],
            [
              -96.55,
              28.34
            ],
            [
              -96.56,
              28.35
            ],
            [
              -96.56,
              28.36
            ],
            [
              -96.56,
              28.37
            ],
            [
              -96.55,
              28.38
            ],
            [
              -96.54,
              28.39
            ],
            [
              -96.55,
              28.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0341,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4c654723f69333bd5fe62d5cf18ee78f09f4404654b4816583715369d67d0df"
      },
      "receipt_sha256": "a4c654723f69333bd5fe62d5cf18ee78f09f4404654b4816583715369d67d0df"
    },
    {
      "storm_id": "924528",
      "lat": 28.5838,
      "lon": -96.5931,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3401.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9988
        },
        {
          "name": "alignment",
          "value": 3.4012
        },
        {
          "name": "tau",
          "value": 1.6135
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.034
      },
      "coherence_score": 1.613477349281311,
      "coherence_diagnostics": {
        "tau": 1.613477349281311,
        "grad_tau": 0.5744776129722595,
        "torsion": 0.0,
        "alignment": 3.401174783706665,
        "S_field": 0.4065067172050476,
        "Gamma_field": 0.32231405377388,
        "S_over_Gamma": 1.2612131834030151,
        "Da": 19.46266746520996,
        "E_coh": 0.8613443970680237,
        "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": [
          [
            [
              -96.63,
              28.63
            ],
            [
              -96.61,
              28.63
            ],
            [
              -96.6,
              28.61
            ],
            [
              -96.56,
              28.61
            ],
            [
              -96.56,
              28.59
            ],
            [
              -96.55,
              28.58
            ],
            [
              -96.56,
              28.54
            ],
            [
              -96.58,
              28.54
            ],
            [
              -96.58,
              28.55
            ],
            [
              -96.6,
              28.57
            ],
            [
              -96.62,
              28.55
            ],
            [
              -96.63,
              28.56
            ],
            [
              -96.63,
              28.63
            ]
          ]
        ]
      },
      "raw_probability": 0.034,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "8ca05c250cba6588cb79b4d6ff6d3c203045a2a30305ccd72527679119e9df5d",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.034,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5d4b22bb62ae339f47b5c6cf31139fa35731b9b5cb5fa453fa16a69194a1538"
      },
      "receipt_sha256": "e5d4b22bb62ae339f47b5c6cf31139fa35731b9b5cb5fa453fa16a69194a1538"
    },
    {
      "storm_id": "924431",
      "lat": 28.867,
      "lon": -95.84,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2986.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6238
        },
        {
          "name": "alignment",
          "value": 0.7677
        },
        {
          "name": "tau",
          "value": 2.2586
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0327
      },
      "coherence_score": 2.2586312294006348,
      "coherence_diagnostics": {
        "tau": 2.2586312294006348,
        "grad_tau": 0.4269188344478607,
        "torsion": 0.0,
        "alignment": 0.7677218317985535,
        "S_field": 0.5842652916908264,
        "Gamma_field": 0.21648071706295013,
        "S_over_Gamma": 2.698925256729126,
        "Da": 13.993040084838867,
        "E_coh": 0.950650155544281,
        "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": [
          [
            [
              -95.85,
              28.91
            ],
            [
              -95.81,
              28.89
            ],
            [
              -95.79,
              28.85
            ],
            [
              -95.79,
              28.84
            ],
            [
              -95.81,
              28.82
            ],
            [
              -95.85,
              28.82
            ],
            [
              -95.88,
              28.85
            ],
            [
              -95.88,
              28.88
            ],
            [
              -95.89,
              28.9
            ],
            [
              -95.85,
              28.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0327,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "d2a4f5689017cfe20186414d6e286910d8e0b643fecde7127de5f90a75933401",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0327,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a0bd9ab213e6749b5c705dc8ec07635e86fb645613ed77722585731eabe3aba"
      },
      "receipt_sha256": "4a0bd9ab213e6749b5c705dc8ec07635e86fb645613ed77722585731eabe3aba"
    },
    {
      "storm_id": "924511",
      "lat": 29.9163,
      "lon": -94.9963,
      "motion_east": 2.8,
      "motion_south": -2.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2598.0,
      "ebshear": 12.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2488
        },
        {
          "name": "alignment",
          "value": 1.8948
        },
        {
          "name": "tau",
          "value": 2.0563
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0322
      },
      "coherence_score": 2.05625057220459,
      "coherence_diagnostics": {
        "tau": 2.05625057220459,
        "grad_tau": 0.33118200302124023,
        "torsion": 0.0,
        "alignment": 1.894806981086731,
        "S_field": 0.2756364345550537,
        "Gamma_field": 0.423980712890625,
        "S_over_Gamma": 0.6501154899597168,
        "Da": 27.494022369384766,
        "E_coh": 0.6078119874000549,
        "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": [
          [
            [
              -95.02,
              29.94
            ],
            [
              -94.99,
              29.94
            ],
            [
              -94.96,
              29.92
            ],
            [
              -94.97,
              29.91
            ],
            [
              -94.97,
              29.88
            ],
            [
              -95.01,
              29.88
            ],
            [
              -95.03,
              29.92
            ],
            [
              -95.02,
              29.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0322,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f400c245fe7b34ea8f19f7a83dbbb7a0d2f964fa6093cb9b2e4e13e1cca5c43a",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0322,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63007db78fd5c38b043966056a7b501f568259b1c9af7638a8ab4af341a59966"
      },
      "receipt_sha256": "63007db78fd5c38b043966056a7b501f568259b1c9af7638a8ab4af341a59966"
    },
    {
      "storm_id": "924499",
      "lat": 28.8833,
      "lon": -95.0422,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2804.0,
      "ebshear": 21.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6238
        },
        {
          "name": "alignment",
          "value": 0.7677
        },
        {
          "name": "tau",
          "value": 2.2586
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.032
      },
      "coherence_score": 2.2586312294006348,
      "coherence_diagnostics": {
        "tau": 2.2586312294006348,
        "grad_tau": 0.4269188344478607,
        "torsion": 0.0,
        "alignment": 0.7677218317985535,
        "S_field": 0.5842652916908264,
        "Gamma_field": 0.21648071706295013,
        "S_over_Gamma": 2.698925256729126,
        "Da": 13.993040084838867,
        "E_coh": 0.950650155544281,
        "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": [
          [
            [
              -95.06,
              28.91
            ],
            [
              -95.02,
              28.91
            ],
            [
              -95.01,
              28.9
            ],
            [
              -95.01,
              28.86
            ],
            [
              -95.02,
              28.85
            ],
            [
              -95.06,
              28.85
            ],
            [
              -95.07,
              28.86
            ],
            [
              -95.07,
              28.9
            ],
            [
              -95.06,
              28.91
            ]
          ]
        ]
      },
      "raw_probability": 0.032,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "6d32cf4bda9f98e90e550feb7261c172fc419e30ab3e675baf632e12932506a2",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.032,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "58fa19e85d08e63818e51a762a2e0fe121c6e466e14fce0a27ab4e23815a4c10"
      },
      "receipt_sha256": "58fa19e85d08e63818e51a762a2e0fe121c6e466e14fce0a27ab4e23815a4c10"
    },
    {
      "storm_id": "924200",
      "lat": 29.7492,
      "lon": -95.0742,
      "motion_east": 2.9,
      "motion_south": -3.0,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2915.0,
      "ebshear": 13.0,
      "srh01": 12.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2488
        },
        {
          "name": "alignment",
          "value": 1.8948
        },
        {
          "name": "tau",
          "value": 2.0563
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0313
      },
      "coherence_score": 2.05625057220459,
      "coherence_diagnostics": {
        "tau": 2.05625057220459,
        "grad_tau": 0.33118200302124023,
        "torsion": 0.0,
        "alignment": 1.894806981086731,
        "S_field": 0.2756364345550537,
        "Gamma_field": 0.423980712890625,
        "S_over_Gamma": 0.6501154899597168,
        "Da": 27.494022369384766,
        "E_coh": 0.6078119874000549,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.08,
              29.8
            ],
            [
              -95.05,
              29.8
            ],
            [
              -95.03,
              29.77
            ],
            [
              -95.03,
              29.71
            ],
            [
              -95.05,
              29.69
            ],
            [
              -95.07,
              29.69
            ],
            [
              -95.08,
              29.71
            ],
            [
              -95.1,
              29.73
            ],
            [
              -95.11,
              29.73
            ],
            [
              -95.11,
              29.77
            ],
            [
              -95.1,
              29.79
            ],
            [
              -95.08,
              29.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0313,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "f7582edc008db60da1b1b362fe90259fdf38fb453b36505a8ed5b149f88b429e",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0313,
        "probability": 0.001144,
        "confidence_lo": 0.001122,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b73b40d8c0cb428e6306699b2301304fd6eb8fb7593ee0af8f6cfc8ba790ae8"
      },
      "receipt_sha256": "1b73b40d8c0cb428e6306699b2301304fd6eb8fb7593ee0af8f6cfc8ba790ae8"
    },
    {
      "storm_id": "924092",
      "lat": 29.0362,
      "lon": -94.9313,
      "motion_east": 2.6,
      "motion_south": 0.2,
      "valid_time": "20260713_143040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2439.0,
      "ebshear": 20.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6238
        },
        {
          "name": "alignment",
          "value": 0.7677
        },
        {
          "name": "tau",
          "value": 2.2586
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0306
      },
      "coherence_score": 2.2586312294006348,
      "coherence_diagnostics": {
        "tau": 2.2586312294006348,
        "grad_tau": 0.4269188344478607,
        "torsion": 0.0,
        "alignment": 0.7677218317985535,
        "S_field": 0.5842652916908264,
        "Gamma_field": 0.21648071706295013,
        "S_over_Gamma": 2.698925256729126,
        "Da": 13.993040084838867,
        "E_coh": 0.950650155544281,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.94,
              29.06
            ],
            [
              -94.91,
              29.06
            ],
            [
              -94.9,
              29.05
            ],
            [
              -94.9,
              29.0
            ],
            [
              -94.94,
              29.0
            ],
            [
              -94.96,
              29.02
            ],
            [
              -94.96,
              29.04
            ],
            [
              -94.94,
              29.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0306,
      "confidence_lo": 0.0,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "03914790634457a5d23b1ec9ae951ee0d0b46dc4b6ee530efc34ef76c375460d",
        "input_sha256": "5e725da88625093b20cd615c39608a89ef449f9bb76b5e7fcf6cff5f00678c5f",
        "issued_at": "2026-07-13T15:00:14Z",
        "raw_probability": 0.0306,
        "probability": 0.001142,
        "confidence_lo": 0.0,
        "confidence_hi": 0.001144,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63a367d5fdb9d69a6f866d96a382d518cf10c213ef20db4071cefea688c7c1ae"
      },
      "receipt_sha256": "63a367d5fdb9d69a6f866d96a382d518cf10c213ef20db4071cefea688c7c1ae"
    }
  ]
}
