{
  "forecast_id": "to_fcst_20260721_1043",
  "hazard": "tornado",
  "issued_at": "2026-07-21T10:43:44Z",
  "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": 143,
  "top_probability": 0.0203,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "28392",
      "lat": 41.2124,
      "lon": -84.2835,
      "motion_east": 14.1,
      "motion_south": 0.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0203,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 846.0,
      "ebshear": 28.0,
      "srh01": 246.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 246.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8141
        },
        {
          "name": "alignment",
          "value": -7.1052
        },
        {
          "name": "tau",
          "value": 1.9314
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6877
      },
      "coherence_score": 1.9314157962799072,
      "coherence_diagnostics": {
        "tau": 1.9314157962799072,
        "grad_tau": 0.15861453115940094,
        "torsion": 0.0,
        "alignment": -7.105190753936768,
        "S_field": 1.1529104709625244,
        "Gamma_field": 0.42740151286125183,
        "S_over_Gamma": 2.6974880695343018,
        "Da": 23.80360221862793,
        "E_coh": 0.6623380780220032,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.31,
              41.29
            ],
            [
              -84.26,
              41.29
            ],
            [
              -84.21,
              41.25
            ],
            [
              -84.2,
              41.25
            ],
            [
              -84.18,
              41.23
            ],
            [
              -84.18,
              41.19
            ],
            [
              -84.23,
              41.15
            ],
            [
              -84.27,
              41.15
            ],
            [
              -84.28,
              41.14
            ],
            [
              -84.31,
              41.14
            ],
            [
              -84.33,
              41.15
            ],
            [
              -84.36,
              41.18
            ],
            [
              -84.36,
              41.2
            ],
            [
              -84.35,
              41.21
            ],
            [
              -84.35,
              41.23
            ],
            [
              -84.33,
              41.27
            ],
            [
              -84.31,
              41.29
            ]
          ]
        ]
      },
      "raw_probability": 0.6877,
      "confidence_lo": 0.0193,
      "confidence_hi": 0.0203,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "235c925f3a327eb71cbc417f7acc35036fade79cc1f0cf034384a788dc9428e4",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6877,
        "probability": 0.020325,
        "confidence_lo": 0.019329,
        "confidence_hi": 0.020346,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1db00664a0ec4dcc36a8ca3989990be05ffb78e132d29b506e40c15bb9947a3f"
      },
      "receipt_sha256": "1db00664a0ec4dcc36a8ca3989990be05ffb78e132d29b506e40c15bb9947a3f"
    },
    {
      "storm_id": "28331",
      "lat": 41.048,
      "lon": -75.041,
      "motion_east": 7.3,
      "motion_south": 1.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0203,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 714.0,
      "ebshear": 28.0,
      "srh01": 235.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 235.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1891
        },
        {
          "name": "alignment",
          "value": -5.6907
        },
        {
          "name": "tau",
          "value": 1.9302
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6821
      },
      "coherence_score": 1.9302287101745605,
      "coherence_diagnostics": {
        "tau": 1.9302287101745605,
        "grad_tau": 0.21503540873527527,
        "torsion": 0.0,
        "alignment": -5.690720558166504,
        "S_field": 0.7367124557495117,
        "Gamma_field": 0.30573487281799316,
        "S_over_Gamma": 2.409644842147827,
        "Da": 18.720346450805664,
        "E_coh": 0.391273558139801,
        "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": [
          [
            [
              -75.06,
              41.08
            ],
            [
              -75.02,
              41.08
            ],
            [
              -75.0,
              41.06
            ],
            [
              -75.0,
              41.03
            ],
            [
              -75.03,
              41.01
            ],
            [
              -75.05,
              41.01
            ],
            [
              -75.05,
              41.02
            ],
            [
              -75.07,
              41.04
            ],
            [
              -75.07,
              41.07
            ],
            [
              -75.06,
              41.08
            ]
          ]
        ]
      },
      "raw_probability": 0.6821,
      "confidence_lo": 0.0193,
      "confidence_hi": 0.0203,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "0a4cbe3a8316c7b2cad07c6cd8a1f201c0ae1abe0cfa6778acf61db3b738e384",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6821,
        "probability": 0.020325,
        "confidence_lo": 0.019329,
        "confidence_hi": 0.020346,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "224fe75b5bbd1a4e3e8eac555ad889eac634b73e2f4320672dc36987c3b5ea3a"
      },
      "receipt_sha256": "224fe75b5bbd1a4e3e8eac555ad889eac634b73e2f4320672dc36987c3b5ea3a"
    },
    {
      "storm_id": "28435",
      "lat": 41.345,
      "lon": -83.475,
      "motion_east": 15.2,
      "motion_south": 1.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0203,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 882.0,
      "ebshear": 36.0,
      "srh01": 257.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 257.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1891
        },
        {
          "name": "alignment",
          "value": -13.3418
        },
        {
          "name": "tau",
          "value": 1.7945
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6817
      },
      "coherence_score": 1.79448664188385,
      "coherence_diagnostics": {
        "tau": 1.79448664188385,
        "grad_tau": 0.37049925327301025,
        "torsion": 0.0,
        "alignment": -13.341846466064453,
        "S_field": 1.0240185260772705,
        "Gamma_field": 0.3082348704338074,
        "S_over_Gamma": 3.32220196723938,
        "Da": 16.853931427001953,
        "E_coh": 0.5745570659637451,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.46,
              41.37
            ],
            [
              -83.44,
              41.36
            ],
            [
              -83.45,
              41.31
            ],
            [
              -83.5,
              41.31
            ],
            [
              -83.51,
              41.32
            ],
            [
              -83.51,
              41.36
            ],
            [
              -83.47,
              41.36
            ],
            [
              -83.46,
              41.37
            ]
          ]
        ]
      },
      "raw_probability": 0.6817,
      "confidence_lo": 0.0193,
      "confidence_hi": 0.0203,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "78dc222c08e383b38157489f4733419f9e0f341425b578fdb1ec553b129c4660",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6817,
        "probability": 0.020325,
        "confidence_lo": 0.019329,
        "confidence_hi": 0.020346,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34ed3db64e3290ae0ca881ae38de210b0f53a003f83e872124d0d28ca3787226"
      },
      "receipt_sha256": "34ed3db64e3290ae0ca881ae38de210b0f53a003f83e872124d0d28ca3787226"
    },
    {
      "storm_id": "28495",
      "lat": 41.3713,
      "lon": -83.3663,
      "motion_east": 14.9,
      "motion_south": 1.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0203,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 827.0,
      "ebshear": 30.0,
      "srh01": 268.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 268.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1891
        },
        {
          "name": "alignment",
          "value": -13.3418
        },
        {
          "name": "tau",
          "value": 1.7945
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6817
      },
      "coherence_score": 1.79448664188385,
      "coherence_diagnostics": {
        "tau": 1.79448664188385,
        "grad_tau": 0.37049925327301025,
        "torsion": 0.0,
        "alignment": -13.341846466064453,
        "S_field": 1.0240185260772705,
        "Gamma_field": 0.3082348704338074,
        "S_over_Gamma": 3.32220196723938,
        "Da": 16.853931427001953,
        "E_coh": 0.5745570659637451,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.37,
              41.4
            ],
            [
              -83.36,
              41.39
            ],
            [
              -83.33,
              41.39
            ],
            [
              -83.33,
              41.33
            ],
            [
              -83.37,
              41.33
            ],
            [
              -83.4,
              41.35
            ],
            [
              -83.4,
              41.38
            ],
            [
              -83.37,
              41.4
            ]
          ]
        ]
      },
      "raw_probability": 0.6817,
      "confidence_lo": 0.0193,
      "confidence_hi": 0.0203,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "78dc222c08e383b38157489f4733419f9e0f341425b578fdb1ec553b129c4660",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6817,
        "probability": 0.020325,
        "confidence_lo": 0.019329,
        "confidence_hi": 0.020346,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34ed3db64e3290ae0ca881ae38de210b0f53a003f83e872124d0d28ca3787226"
      },
      "receipt_sha256": "34ed3db64e3290ae0ca881ae38de210b0f53a003f83e872124d0d28ca3787226"
    },
    {
      "storm_id": "28329",
      "lat": 41.3703,
      "lon": -83.8085,
      "motion_east": 15.3,
      "motion_south": 1.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0194,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1172.0,
      "ebshear": 23.0,
      "srh01": 243.0,
      "maxllaz": 0.003,
      "mesh": 0.46,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 243.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8141
        },
        {
          "name": "alignment",
          "value": -7.1052
        },
        {
          "name": "tau",
          "value": 1.9314
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6734
      },
      "coherence_score": 1.9314157962799072,
      "coherence_diagnostics": {
        "tau": 1.9314157962799072,
        "grad_tau": 0.15861453115940094,
        "torsion": 0.0,
        "alignment": -7.105190753936768,
        "S_field": 1.1529104709625244,
        "Gamma_field": 0.42740151286125183,
        "S_over_Gamma": 2.6974880695343018,
        "Da": 23.80360221862793,
        "E_coh": 0.6623380780220032,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.66,
              41.5
            ],
            [
              -83.6,
              41.49
            ],
            [
              -83.58,
              41.47
            ],
            [
              -83.58,
              41.43
            ],
            [
              -83.59,
              41.41
            ],
            [
              -83.62,
              41.38
            ],
            [
              -83.62,
              41.37
            ],
            [
              -83.66,
              41.34
            ],
            [
              -83.7,
              41.33
            ],
            [
              -83.71,
              41.32
            ],
            [
              -83.74,
              41.32
            ],
            [
              -83.76,
              41.3
            ],
            [
              -83.79,
              41.3
            ],
            [
              -83.83,
              41.28
            ],
            [
              -83.89,
              41.23
            ],
            [
              -83.94,
              41.23
            ],
            [
              -83.95,
              41.24
            ],
            [
              -84.06,
              41.24
            ],
            [
              -84.08,
              41.26
            ],
            [
              -84.09,
              41.28
            ],
            [
              -84.09,
              41.31
            ],
            [
              -84.06,
              41.35
            ],
            [
              -84.06,
              41.36
            ],
            [
              -84.03,
              41.39
            ],
            [
              -83.92,
              41.38
            ],
            [
              -83.9,
              41.4
            ],
            [
              -83.85,
              41.4
            ],
            [
              -83.78,
              41.47
            ],
            [
              -83.76,
              41.48
            ],
            [
              -83.73,
              41.48
            ],
            [
              -83.72,
              41.49
            ],
            [
              -83.67,
              41.49
            ],
            [
              -83.66,
              41.5
            ]
          ]
        ]
      },
      "raw_probability": 0.6734,
      "confidence_lo": 0.0163,
      "confidence_hi": 0.0195,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "16d0e61ea6f13dfdd366e4be0acd37d9d70cef812785099d4277c8dc46eb5df0",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6734,
        "probability": 0.019412,
        "confidence_lo": 0.01625,
        "confidence_hi": 0.019474,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0abe68a7bb4b7168a3918fd0c6c643e969e2dadbfdbed6c68d675421bba0d40"
      },
      "receipt_sha256": "d0abe68a7bb4b7168a3918fd0c6c643e969e2dadbfdbed6c68d675421bba0d40"
    },
    {
      "storm_id": "28136",
      "lat": 41.7336,
      "lon": -75.12,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0163,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 530.0,
      "ebshear": 26.0,
      "srh01": 235.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 235.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5641
        },
        {
          "name": "alignment",
          "value": -11.443
        },
        {
          "name": "tau",
          "value": 1.7239
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6326
      },
      "coherence_score": 1.7239351272583008,
      "coherence_diagnostics": {
        "tau": 1.7239351272583008,
        "grad_tau": 0.16940012574195862,
        "torsion": 0.0,
        "alignment": -11.4429931640625,
        "S_field": 0.5572168231010437,
        "Gamma_field": 0.3899015486240387,
        "S_over_Gamma": 1.4291218519210815,
        "Da": 23.24838638305664,
        "E_coh": 0.2672675549983978,
        "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": [
          [
            [
              -75.09,
              41.78
            ],
            [
              -75.08,
              41.77
            ],
            [
              -75.08,
              41.7
            ],
            [
              -75.1,
              41.68
            ],
            [
              -75.14,
              41.68
            ],
            [
              -75.16,
              41.7
            ],
            [
              -75.17,
              41.7
            ],
            [
              -75.17,
              41.74
            ],
            [
              -75.14,
              41.77
            ],
            [
              -75.1,
              41.77
            ],
            [
              -75.09,
              41.78
            ]
          ]
        ]
      },
      "raw_probability": 0.6326,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0164,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "29131c37dcba39fb4edb9f75e20d2abef1ded986c259d404107fb311e5a7d9b5",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6326,
        "probability": 0.016349,
        "confidence_lo": 0.014542,
        "confidence_hi": 0.016379,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b59333df591c5ab9978c26f0ab7d36c45dd37727fb3b4bd1f3fdd85bcdf0ad71"
      },
      "receipt_sha256": "b59333df591c5ab9978c26f0ab7d36c45dd37727fb3b4bd1f3fdd85bcdf0ad71"
    },
    {
      "storm_id": "28472",
      "lat": 41.9322,
      "lon": -75.0556,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0154,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 314.0,
      "ebshear": 24.0,
      "srh01": 232.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 232.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5641
        },
        {
          "name": "alignment",
          "value": -11.443
        },
        {
          "name": "tau",
          "value": 1.7239
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6201
      },
      "coherence_score": 1.7239351272583008,
      "coherence_diagnostics": {
        "tau": 1.7239351272583008,
        "grad_tau": 0.16940012574195862,
        "torsion": 0.0,
        "alignment": -11.4429931640625,
        "S_field": 0.5572168231010437,
        "Gamma_field": 0.3899015486240387,
        "S_over_Gamma": 1.4291218519210815,
        "Da": 23.24838638305664,
        "E_coh": 0.2672675549983978,
        "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": [
          [
            [
              -75.05,
              41.99
            ],
            [
              -75.02,
              41.95
            ],
            [
              -75.02,
              41.92
            ],
            [
              -75.03,
              41.91
            ],
            [
              -75.03,
              41.89
            ],
            [
              -75.08,
              41.88
            ],
            [
              -75.11,
              41.9
            ],
            [
              -75.11,
              41.96
            ],
            [
              -75.05,
              41.99
            ]
          ]
        ]
      },
      "raw_probability": 0.6201,
      "confidence_lo": 0.0145,
      "confidence_hi": 0.0154,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "f1dc45bbfc33a9c69e6c177bccba5d5b24ff4e5e5070e79838ee2f5399521de1",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.6201,
        "probability": 0.015351,
        "confidence_lo": 0.014542,
        "confidence_hi": 0.015363,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0208d68125c5748ccb00aee90eba9b375c00abfe778aef42a3beecbdb1f53dc9"
      },
      "receipt_sha256": "0208d68125c5748ccb00aee90eba9b375c00abfe778aef42a3beecbdb1f53dc9"
    },
    {
      "storm_id": "28371",
      "lat": 43.3558,
      "lon": -79.5342,
      "motion_east": 6.5,
      "motion_south": 4.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0138,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 528.0,
      "ebshear": 29.0,
      "srh01": 226.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 226.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8141
        },
        {
          "name": "alignment",
          "value": -17.4119
        },
        {
          "name": "tau",
          "value": 1.2059
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5838
      },
      "coherence_score": 1.2058546543121338,
      "coherence_diagnostics": {
        "tau": 1.2058546543121338,
        "grad_tau": 0.13909319043159485,
        "torsion": 0.0,
        "alignment": -17.41187286376953,
        "S_field": 0.539821445941925,
        "Gamma_field": 0.43240153789520264,
        "S_over_Gamma": 1.2484263181686401,
        "Da": 23.949586868286133,
        "E_coh": 0.26391977071762085,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.52,
              43.44
            ],
            [
              -79.49,
              43.44
            ],
            [
              -79.47,
              43.42
            ],
            [
              -79.46,
              43.4
            ],
            [
              -79.46,
              43.33
            ],
            [
              -79.5,
              43.29
            ],
            [
              -79.54,
              43.27
            ],
            [
              -79.6,
              43.27
            ],
            [
              -79.62,
              43.29
            ],
            [
              -79.62,
              43.33
            ],
            [
              -79.61,
              43.35
            ],
            [
              -79.52,
              43.44
            ]
          ]
        ]
      },
      "raw_probability": 0.5838,
      "confidence_lo": 0.012,
      "confidence_hi": 0.0139,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "4d87bb6b1ae4c3f9b0a463f19dfdda76457309c574778fc397919c5930915dc4",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5838,
        "probability": 0.013825,
        "confidence_lo": 0.01199,
        "confidence_hi": 0.01385,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95418cf42cbe55c77bd10b7cced1a6f51c9f6b8d43f8996ebb61ea7816c2130f"
      },
      "receipt_sha256": "95418cf42cbe55c77bd10b7cced1a6f51c9f6b8d43f8996ebb61ea7816c2130f"
    },
    {
      "storm_id": "28191",
      "lat": 43.4026,
      "lon": -80.1684,
      "motion_east": 5.2,
      "motion_south": 6.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0074,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1358.0,
      "ebshear": 32.0,
      "srh01": 289.0,
      "maxllaz": 0.005,
      "mesh": 0.24,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 289.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9391
        },
        {
          "name": "alignment",
          "value": 5.2161
        },
        {
          "name": "tau",
          "value": 1.2198
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5628
      },
      "coherence_score": 1.2198306322097778,
      "coherence_diagnostics": {
        "tau": 1.2198306322097778,
        "grad_tau": 0.1756478101015091,
        "torsion": 0.0,
        "alignment": 5.216081619262695,
        "S_field": 0.7234065532684326,
        "Gamma_field": 0.73740154504776,
        "S_over_Gamma": 0.9810212254524231,
        "Da": 40.29001235961914,
        "E_coh": 0.571988046169281,
        "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": [
          [
            [
              -80.14,
              43.48
            ],
            [
              -80.07,
              43.48
            ],
            [
              -80.05,
              43.46
            ],
            [
              -80.05,
              43.42
            ],
            [
              -80.07,
              43.4
            ],
            [
              -80.11,
              43.4
            ],
            [
              -80.12,
              43.39
            ],
            [
              -80.14,
              43.39
            ],
            [
              -80.17,
              43.36
            ],
            [
              -80.19,
              43.36
            ],
            [
              -80.23,
              43.34
            ],
            [
              -80.25,
              43.32
            ],
            [
              -80.27,
              43.32
            ],
            [
              -80.29,
              43.34
            ],
            [
              -80.29,
              43.38
            ],
            [
              -80.24,
              43.43
            ],
            [
              -80.2,
              43.45
            ],
            [
              -80.18,
              43.45
            ],
            [
              -80.14,
              43.48
            ]
          ]
        ]
      },
      "raw_probability": 0.5628,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0074,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "79b2246d1826a27cf694ac7d50097c3c1326f36b26d345022d2cdda430f1ef9a",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5628,
        "probability": 0.007367,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.007371,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f504140af4ebc29e73cdfe88fe4fc3290de08a24b71409b31ffc9412c6fa59fb"
      },
      "receipt_sha256": "f504140af4ebc29e73cdfe88fe4fc3290de08a24b71409b31ffc9412c6fa59fb"
    },
    {
      "storm_id": "28413",
      "lat": 43.5659,
      "lon": -79.1088,
      "motion_east": 7.3,
      "motion_south": 5.3,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 370.0,
      "ebshear": 28.0,
      "srh01": 217.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 217.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8141
        },
        {
          "name": "alignment",
          "value": -17.4119
        },
        {
          "name": "tau",
          "value": 1.2059
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5585
      },
      "coherence_score": 1.2058546543121338,
      "coherence_diagnostics": {
        "tau": 1.2058546543121338,
        "grad_tau": 0.13909319043159485,
        "torsion": 0.0,
        "alignment": -17.41187286376953,
        "S_field": 0.539821445941925,
        "Gamma_field": 0.43240153789520264,
        "S_over_Gamma": 1.2484263181686401,
        "Da": 23.949586868286133,
        "E_coh": 0.26391977071762085,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.08,
              43.67
            ],
            [
              -79.05,
              43.67
            ],
            [
              -79.03,
              43.65
            ],
            [
              -79.03,
              43.58
            ],
            [
              -79.05,
              43.56
            ],
            [
              -79.07,
              43.56
            ],
            [
              -79.1,
              43.53
            ],
            [
              -79.12,
              43.48
            ],
            [
              -79.14,
              43.46
            ],
            [
              -79.17,
              43.46
            ],
            [
              -79.19,
              43.48
            ],
            [
              -79.19,
              43.51
            ],
            [
              -79.17,
              43.53
            ],
            [
              -79.15,
              43.57
            ],
            [
              -79.12,
              43.6
            ],
            [
              -79.11,
              43.64
            ],
            [
              -79.08,
              43.67
            ]
          ]
        ]
      },
      "raw_probability": 0.5585,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "0d8b6f1fc9da2140a9f88be43eb05dc7b565e4bf0c53f3f814302f89655d4cbf",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5585,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21bcb1a506d300360e2769475ca199d55b825740753d6991263d8e4e3527800d"
      },
      "receipt_sha256": "21bcb1a506d300360e2769475ca199d55b825740753d6991263d8e4e3527800d"
    },
    {
      "storm_id": "27956",
      "lat": 43.3619,
      "lon": -80.5431,
      "motion_east": 5.2,
      "motion_south": 6.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1719.0,
      "ebshear": 29.0,
      "srh01": 283.0,
      "maxllaz": 0.007,
      "mesh": 0.37,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 283.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9391
        },
        {
          "name": "alignment",
          "value": 5.2161
        },
        {
          "name": "tau",
          "value": 1.2198
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5571
      },
      "coherence_score": 1.2198306322097778,
      "coherence_diagnostics": {
        "tau": 1.2198306322097778,
        "grad_tau": 0.1756478101015091,
        "torsion": 0.0,
        "alignment": 5.216081619262695,
        "S_field": 0.7234065532684326,
        "Gamma_field": 0.73740154504776,
        "S_over_Gamma": 0.9810212254524231,
        "Da": 40.29001235961914,
        "E_coh": 0.571988046169281,
        "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": [
          [
            [
              -80.55,
              43.45
            ],
            [
              -80.51,
              43.45
            ],
            [
              -80.49,
              43.44
            ],
            [
              -80.46,
              43.41
            ],
            [
              -80.45,
              43.39
            ],
            [
              -80.45,
              43.36
            ],
            [
              -80.49,
              43.31
            ],
            [
              -80.53,
              43.29
            ],
            [
              -80.55,
              43.29
            ],
            [
              -80.58,
              43.27
            ],
            [
              -80.62,
              43.27
            ],
            [
              -80.63,
              43.28
            ],
            [
              -80.63,
              43.34
            ],
            [
              -80.6,
              43.38
            ],
            [
              -80.6,
              43.41
            ],
            [
              -80.55,
              43.45
            ]
          ]
        ]
      },
      "raw_probability": 0.5571,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "2c2553c281d1b00c2a21586dd33f43dcee851e025544b892f6d169197e1a7c1c",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5571,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1ff2f50a6f5c5afe319c97ec561ec2bfe75170243fdf2db539df6721bf203d4"
      },
      "receipt_sha256": "e1ff2f50a6f5c5afe319c97ec561ec2bfe75170243fdf2db539df6721bf203d4"
    },
    {
      "storm_id": "28351",
      "lat": 40.6157,
      "lon": -85.3648,
      "motion_east": 12.6,
      "motion_south": 5.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1756.0,
      "ebshear": 23.0,
      "srh01": 349.0,
      "maxllaz": 0.006,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 349.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0641
        },
        {
          "name": "alignment",
          "value": 13.6765
        },
        {
          "name": "tau",
          "value": 1.7983
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5447
      },
      "coherence_score": 1.798274040222168,
      "coherence_diagnostics": {
        "tau": 1.798274040222168,
        "grad_tau": 0.12528902292251587,
        "torsion": 0.0,
        "alignment": 13.67646598815918,
        "S_field": 1.164546251296997,
        "Gamma_field": 0.38406822085380554,
        "S_over_Gamma": 3.0321338176727295,
        "Da": 21.74526023864746,
        "E_coh": 0.7540495991706848,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.41,
              40.74
            ],
            [
              -85.35,
              40.74
            ],
            [
              -85.31,
              40.71
            ],
            [
              -85.29,
              40.71
            ],
            [
              -85.26,
              40.68
            ],
            [
              -85.26,
              40.64
            ],
            [
              -85.28,
              40.62
            ],
            [
              -85.32,
              40.6
            ],
            [
              -85.35,
              40.6
            ],
            [
              -85.38,
              40.58
            ],
            [
              -85.38,
              40.57
            ],
            [
              -85.36,
              40.55
            ],
            [
              -85.36,
              40.51
            ],
            [
              -85.38,
              40.5
            ],
            [
              -85.4,
              40.5
            ],
            [
              -85.41,
              40.51
            ],
            [
              -85.41,
              40.57
            ],
            [
              -85.4,
              40.58
            ],
            [
              -85.4,
              40.6
            ],
            [
              -85.42,
              40.62
            ],
            [
              -85.42,
              40.64
            ],
            [
              -85.43,
              40.65
            ],
            [
              -85.41,
              40.74
            ]
          ]
        ]
      },
      "raw_probability": 0.5447,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a1325f0543efc356e382a5150edff6f00ae7cbf63b4b46abfcefbb6b7a837ab9",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5447,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e519ae73a16d6c682121f31e7ae9aecb9df5cea022c465bc8ebd186a4144ec1"
      },
      "receipt_sha256": "2e519ae73a16d6c682121f31e7ae9aecb9df5cea022c465bc8ebd186a4144ec1"
    },
    {
      "storm_id": "28418",
      "lat": 40.489,
      "lon": -84.887,
      "motion_east": 12.0,
      "motion_south": 5.3,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 806.0,
      "ebshear": 22.0,
      "srh01": 283.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 283.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0641
        },
        {
          "name": "alignment",
          "value": 13.6765
        },
        {
          "name": "tau",
          "value": 1.7983
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5447
      },
      "coherence_score": 1.798274040222168,
      "coherence_diagnostics": {
        "tau": 1.798274040222168,
        "grad_tau": 0.12528902292251587,
        "torsion": 0.0,
        "alignment": 13.67646598815918,
        "S_field": 1.164546251296997,
        "Gamma_field": 0.38406822085380554,
        "S_over_Gamma": 3.0321338176727295,
        "Da": 21.74526023864746,
        "E_coh": 0.7540495991706848,
        "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": [
          [
            [
              -84.9,
              40.53
            ],
            [
              -84.87,
              40.53
            ],
            [
              -84.84,
              40.49
            ],
            [
              -84.85,
              40.48
            ],
            [
              -84.85,
              40.46
            ],
            [
              -84.87,
              40.44
            ],
            [
              -84.91,
              40.44
            ],
            [
              -84.94,
              40.49
            ],
            [
              -84.94,
              40.5
            ],
            [
              -84.9,
              40.53
            ]
          ]
        ]
      },
      "raw_probability": 0.5447,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a1325f0543efc356e382a5150edff6f00ae7cbf63b4b46abfcefbb6b7a837ab9",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5447,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e519ae73a16d6c682121f31e7ae9aecb9df5cea022c465bc8ebd186a4144ec1"
      },
      "receipt_sha256": "2e519ae73a16d6c682121f31e7ae9aecb9df5cea022c465bc8ebd186a4144ec1"
    },
    {
      "storm_id": "28496",
      "lat": 40.7733,
      "lon": -85.1489,
      "motion_east": 12.7,
      "motion_south": 4.7,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1390.0,
      "ebshear": 24.0,
      "srh01": 318.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 318.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0641
        },
        {
          "name": "alignment",
          "value": 13.6765
        },
        {
          "name": "tau",
          "value": 1.7983
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5447
      },
      "coherence_score": 1.798274040222168,
      "coherence_diagnostics": {
        "tau": 1.798274040222168,
        "grad_tau": 0.12528902292251587,
        "torsion": 0.0,
        "alignment": 13.67646598815918,
        "S_field": 1.164546251296997,
        "Gamma_field": 0.38406822085380554,
        "S_over_Gamma": 3.0321338176727295,
        "Da": 21.74526023864746,
        "E_coh": 0.7540495991706848,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.16,
              40.8
            ],
            [
              -85.13,
              40.8
            ],
            [
              -85.11,
              40.78
            ],
            [
              -85.11,
              40.75
            ],
            [
              -85.13,
              40.74
            ],
            [
              -85.16,
              40.74
            ],
            [
              -85.19,
              40.77
            ],
            [
              -85.19,
              40.78
            ],
            [
              -85.16,
              40.8
            ]
          ]
        ]
      },
      "raw_probability": 0.5447,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a1325f0543efc356e382a5150edff6f00ae7cbf63b4b46abfcefbb6b7a837ab9",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5447,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e519ae73a16d6c682121f31e7ae9aecb9df5cea022c465bc8ebd186a4144ec1"
      },
      "receipt_sha256": "2e519ae73a16d6c682121f31e7ae9aecb9df5cea022c465bc8ebd186a4144ec1"
    },
    {
      "storm_id": "28470",
      "lat": 43.097,
      "lon": -80.474,
      "motion_east": 5.3,
      "motion_south": 5.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1269.0,
      "ebshear": 35.0,
      "srh01": 266.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 266.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9391
        },
        {
          "name": "alignment",
          "value": 5.2161
        },
        {
          "name": "tau",
          "value": 1.2198
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5371
      },
      "coherence_score": 1.2198306322097778,
      "coherence_diagnostics": {
        "tau": 1.2198306322097778,
        "grad_tau": 0.1756478101015091,
        "torsion": 0.0,
        "alignment": 5.216081619262695,
        "S_field": 0.7234065532684326,
        "Gamma_field": 0.73740154504776,
        "S_over_Gamma": 0.9810212254524231,
        "Da": 40.29001235961914,
        "E_coh": 0.571988046169281,
        "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": [
          [
            [
              -80.47,
              43.13
            ],
            [
              -80.45,
              43.13
            ],
            [
              -80.44,
              43.12
            ],
            [
              -80.44,
              43.08
            ],
            [
              -80.46,
              43.06
            ],
            [
              -80.49,
              43.06
            ],
            [
              -80.51,
              43.08
            ],
            [
              -80.51,
              43.09
            ],
            [
              -80.5,
              43.09
            ],
            [
              -80.47,
              43.13
            ]
          ]
        ]
      },
      "raw_probability": 0.5371,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "343673bca38bd0a56e70f6b50e44ee86ee7f50c93117882dedcae970dc6bd1b3",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5371,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27211f9aaaf11612261bfdd8a654926ea6b74669d5cf9c0104c2d4ee7b9f39a9"
      },
      "receipt_sha256": "27211f9aaaf11612261bfdd8a654926ea6b74669d5cf9c0104c2d4ee7b9f39a9"
    },
    {
      "storm_id": "28222",
      "lat": 41.7607,
      "lon": -84.2343,
      "motion_east": 14.3,
      "motion_south": 1.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1839.0,
      "ebshear": 29.0,
      "srh01": 213.0,
      "maxllaz": 0.002,
      "mesh": 0.41,
      "flash_rate": 24.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 213.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8141
        },
        {
          "name": "alignment",
          "value": -1.9913
        },
        {
          "name": "tau",
          "value": 2.0144
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5242
      },
      "coherence_score": 2.014355421066284,
      "coherence_diagnostics": {
        "tau": 2.014355421066284,
        "grad_tau": 0.09482496976852417,
        "torsion": 0.0,
        "alignment": -1.9913228750228882,
        "S_field": 1.0676897764205933,
        "Gamma_field": 0.33323490619659424,
        "S_over_Gamma": 3.2040154933929443,
        "Da": 17.9493465423584,
        "E_coh": 0.8902740478515625,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.25,
              41.84
            ],
            [
              -84.23,
              41.84
            ],
            [
              -84.19,
              41.82
            ],
            [
              -84.19,
              41.81
            ],
            [
              -84.16,
              41.78
            ],
            [
              -84.16,
              41.72
            ],
            [
              -84.19,
              41.69
            ],
            [
              -84.23,
              41.68
            ],
            [
              -84.24,
              41.67
            ],
            [
              -84.27,
              41.68
            ],
            [
              -84.29,
              41.72
            ],
            [
              -84.32,
              41.75
            ],
            [
              -84.31,
              41.81
            ],
            [
              -84.25,
              41.84
            ]
          ]
        ]
      },
      "raw_probability": 0.5242,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "f4682b900d1f0945315c42b49544a4c0536a4b9b2c505fc43cfaaf4ed7b89653",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5242,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21aba7aeab5f445008988408c3b13d9fbdde9cfea27f32868bceb00d469629fd"
      },
      "receipt_sha256": "21aba7aeab5f445008988408c3b13d9fbdde9cfea27f32868bceb00d469629fd"
    },
    {
      "storm_id": "28372",
      "lat": 43.2539,
      "lon": -79.3309,
      "motion_east": 6.1,
      "motion_south": 5.7,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 454.0,
      "ebshear": 24.0,
      "srh01": 208.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 208.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8141
        },
        {
          "name": "alignment",
          "value": -17.4119
        },
        {
          "name": "tau",
          "value": 1.2059
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5218
      },
      "coherence_score": 1.2058546543121338,
      "coherence_diagnostics": {
        "tau": 1.2058546543121338,
        "grad_tau": 0.13909319043159485,
        "torsion": 0.0,
        "alignment": -17.41187286376953,
        "S_field": 0.539821445941925,
        "Gamma_field": 0.43240153789520264,
        "S_over_Gamma": 1.2484263181686401,
        "Da": 23.949586868286133,
        "E_coh": 0.26391977071762085,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.23,
              43.36
            ],
            [
              -79.21,
              43.35
            ],
            [
              -79.21,
              43.3
            ],
            [
              -79.22,
              43.29
            ],
            [
              -79.27,
              43.28
            ],
            [
              -79.3,
              43.25
            ],
            [
              -79.3,
              43.24
            ],
            [
              -79.39,
              43.16
            ],
            [
              -79.4,
              43.12
            ],
            [
              -79.42,
              43.11
            ],
            [
              -79.45,
              43.11
            ],
            [
              -79.46,
              43.12
            ],
            [
              -79.46,
              43.16
            ],
            [
              -79.43,
              43.2
            ],
            [
              -79.43,
              43.24
            ],
            [
              -79.42,
              43.26
            ],
            [
              -79.35,
              43.3
            ],
            [
              -79.32,
              43.3
            ],
            [
              -79.3,
              43.32
            ],
            [
              -79.29,
              43.32
            ],
            [
              -79.28,
              43.34
            ],
            [
              -79.24,
              43.35
            ],
            [
              -79.23,
              43.36
            ]
          ]
        ]
      },
      "raw_probability": 0.5218,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "4c5fed2a0fd41472ebf3de5c6c21358d9d570c65f946054eb46e57511834d164",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5218,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ed0e10fe6b137abd3eab4995a242f561ededb44e6c3c604c49bcde8f37928ca"
      },
      "receipt_sha256": "2ed0e10fe6b137abd3eab4995a242f561ededb44e6c3c604c49bcde8f37928ca"
    },
    {
      "storm_id": "28468",
      "lat": 44.1554,
      "lon": -79.0805,
      "motion_east": 7.4,
      "motion_south": 5.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 226.0,
      "ebshear": 39.0,
      "srh01": 286.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 286.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8141
        },
        {
          "name": "alignment",
          "value": 13.8183
        },
        {
          "name": "tau",
          "value": 1.1179
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5202
      },
      "coherence_score": 1.1178526878356934,
      "coherence_diagnostics": {
        "tau": 1.1178526878356934,
        "grad_tau": 0.11992904543876648,
        "torsion": 0.0,
        "alignment": 13.818343162536621,
        "S_field": 0.6054192185401917,
        "Gamma_field": 1.0707348585128784,
        "S_over_Gamma": 0.5654240250587463,
        "Da": 60.60934829711914,
        "E_coh": 0.20772339403629303,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.8,
              44.49
            ],
            [
              -78.76,
              44.49
            ],
            [
              -78.76,
              44.44
            ],
            [
              -78.78,
              44.41
            ],
            [
              -78.78,
              44.38
            ],
            [
              -78.79,
              44.37
            ],
            [
              -78.81,
              44.37
            ],
            [
              -78.83,
              44.35
            ],
            [
              -78.83,
              44.33
            ],
            [
              -78.84,
              44.32
            ],
            [
              -78.85,
              44.32
            ],
            [
              -78.88,
              44.29
            ],
            [
              -78.92,
              44.28
            ],
            [
              -78.93,
              44.27
            ],
            [
              -78.95,
              44.27
            ],
            [
              -78.96,
              44.26
            ],
            [
              -78.97,
              44.27
            ],
            [
              -78.98,
              44.26
            ],
            [
              -78.99,
              44.27
            ],
            [
              -79.04,
              44.27
            ],
            [
              -79.06,
              44.25
            ],
            [
              -79.06,
              44.18
            ],
            [
              -79.04,
              44.16
            ],
            [
              -79.04,
              44.14
            ],
            [
              -79.03,
              44.13
            ],
            [
              -79.04,
              44.08
            ],
            [
              -79.07,
              44.03
            ],
            [
              -79.08,
              43.99
            ],
            [
              -79.1,
              43.97
            ],
            [
              -79.1,
              43.95
            ],
            [
              -79.13,
              43.89
            ],
            [
              -79.14,
              43.84
            ],
            [
              -79.16,
              43.8
            ],
            [
              -79.19,
              43.77
            ],
            [
              -79.21,
              43.71
            ],
            [
              -79.23,
              43.7
            ],
            [
              -79.23,
              43.68
            ],
            [
              -79.25,
              43.66
            ],
            [
              -79.29,
              43.66
            ],
            [
              -79.3,
              43.67
            ],
            [
              -79.3,
              43.73
            ],
            [
              -79.32,
              43.75
            ],
            [
              -79.37,
              43.76
            ],
            [
              -79.39,
              43.78
            ],
            [
              -79.39,
              43.82
            ],
            [
              -79.34,
              43.87
            ],
            [
              -79.34,
              43.91
            ],
            [
              -79.33,
              43.92
            ],
            [
              -79.35,
              43.96
            ],
            [
              -79.34,
              44.02
            ],
            [
              -79.3,
              44.06
            ],
            [
              -79.3,
              44.09
            ],
            [
              -79.29,
              44.1
            ],
            [
              -79.28,
              44.15
            ],
            [
              -79.25,
              44.18
            ],
            [
              -79.25,
              44.2
            ],
            [
              -79.22,
              44.23
            ],
            [
              -79.22,
              44.24
            ],
            [
              -79.18,
              44.29
            ],
            [
              -79.18,
              44.32
            ],
            [
              -79.13,
              44.36
            ],
            [
              -79.13,
              44.37
            ],
            [
              -79.1,
              44.4
            ],
            [
              -79.1,
              44.41
            ],
            [
              -79.06,
              44.45
            ],
            [
              -79.04,
              44.45
            ],
            [
              -79.03,
              44.46
            ],
            [
              -79.01,
              44.45
            ],
            [
              -78.93,
              44.45
            ],
            [
              -78.92,
              44.46
            ],
            [
              -78.88,
              44.46
            ],
            [
              -78.87,
              44.47
            ],
            [
              -78.82,
              44.47
            ],
            [
              -78.8,
              44.49
            ]
          ]
        ]
      },
      "raw_probability": 0.5202,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "74f17503604f32e100f53b2cf5724adce6aca6a35733c54f8f20023f183a1621",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5202,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ebd9c350c80e3584620675e0ea332f1276225e7015bb7f6e1bb9892684f0be0"
      },
      "receipt_sha256": "3ebd9c350c80e3584620675e0ea332f1276225e7015bb7f6e1bb9892684f0be0"
    },
    {
      "storm_id": "28499",
      "lat": 40.4371,
      "lon": -85.47,
      "motion_east": 12.5,
      "motion_south": 5.0,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1545.0,
      "ebshear": 22.0,
      "srh01": 326.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 326.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0641
        },
        {
          "name": "alignment",
          "value": 13.6765
        },
        {
          "name": "tau",
          "value": 1.7983
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5188
      },
      "coherence_score": 1.798274040222168,
      "coherence_diagnostics": {
        "tau": 1.798274040222168,
        "grad_tau": 0.12528902292251587,
        "torsion": 0.0,
        "alignment": 13.67646598815918,
        "S_field": 1.164546251296997,
        "Gamma_field": 0.38406822085380554,
        "S_over_Gamma": 3.0321338176727295,
        "Da": 21.74526023864746,
        "E_coh": 0.7540495991706848,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.46,
              40.47
            ],
            [
              -85.44,
              40.45
            ],
            [
              -85.44,
              40.4
            ],
            [
              -85.49,
              40.4
            ],
            [
              -85.5,
              40.41
            ],
            [
              -85.5,
              40.46
            ],
            [
              -85.46,
              40.47
            ]
          ]
        ]
      },
      "raw_probability": 0.5188,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e6eb0f5ceb3ce4a9ff1354ddae12b9dfa794f57da29682d4e86201b13d4d171b",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5188,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "014953de009e42bd737d0fab2e702726fafd443dfe2a167f15e03763b4577c67"
      },
      "receipt_sha256": "014953de009e42bd737d0fab2e702726fafd443dfe2a167f15e03763b4577c67"
    },
    {
      "storm_id": "28501",
      "lat": 40.4127,
      "lon": -79.0055,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 905.0,
      "ebshear": 28.0,
      "srh01": 152.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 152.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9391
        },
        {
          "name": "alignment",
          "value": 5.555
        },
        {
          "name": "tau",
          "value": 1.2061
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5072
      },
      "coherence_score": 1.2060716152191162,
      "coherence_diagnostics": {
        "tau": 1.2060716152191162,
        "grad_tau": 0.28117313981056213,
        "torsion": 0.0,
        "alignment": 5.5549726486206055,
        "S_field": 0.6406264901161194,
        "Gamma_field": 0.6624014973640442,
        "S_over_Gamma": 0.9671272039413452,
        "Da": 38.41013717651367,
        "E_coh": 0.37181559205055237,
        "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": [
          [
            [
              -79.05,
              40.45
            ],
            [
              -79.04,
              40.44
            ],
            [
              -78.96,
              40.43
            ],
            [
              -78.94,
              40.4
            ],
            [
              -78.95,
              40.4
            ],
            [
              -78.97,
              40.38
            ],
            [
              -78.97,
              40.37
            ],
            [
              -79.04,
              40.37
            ],
            [
              -79.04,
              40.42
            ],
            [
              -79.05,
              40.43
            ],
            [
              -79.05,
              40.45
            ]
          ]
        ]
      },
      "raw_probability": 0.5072,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "996317a9976edc3f58825245731b44e48edbaf7600a0e345654dd15577b86549",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5072,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a0c026b772e2fadafb26c58819ce88fb80a811d4ca7677a363235afd66bf34b"
      },
      "receipt_sha256": "4a0c026b772e2fadafb26c58819ce88fb80a811d4ca7677a363235afd66bf34b"
    },
    {
      "storm_id": "28434",
      "lat": 41.5956,
      "lon": -83.9989,
      "motion_east": 15.2,
      "motion_south": 1.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1603.0,
      "ebshear": 21.0,
      "srh01": 227.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 227.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8141
        },
        {
          "name": "alignment",
          "value": -1.9913
        },
        {
          "name": "tau",
          "value": 2.0144
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5021
      },
      "coherence_score": 2.014355421066284,
      "coherence_diagnostics": {
        "tau": 2.014355421066284,
        "grad_tau": 0.09482496976852417,
        "torsion": 0.0,
        "alignment": -1.9913228750228882,
        "S_field": 1.0676897764205933,
        "Gamma_field": 0.33323490619659424,
        "S_over_Gamma": 3.2040154933929443,
        "Da": 17.9493465423584,
        "E_coh": 0.8902740478515625,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.02,
              41.63
            ],
            [
              -83.97,
              41.63
            ],
            [
              -83.95,
              41.62
            ],
            [
              -83.95,
              41.57
            ],
            [
              -83.98,
              41.55
            ],
            [
              -84.02,
              41.55
            ],
            [
              -84.04,
              41.56
            ],
            [
              -84.04,
              41.62
            ],
            [
              -84.02,
              41.63
            ]
          ]
        ]
      },
      "raw_probability": 0.5021,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "3a323b1473718ceb30b2c11ce58b4997f6ac663392e174fc4c91c7cadb85bbc7",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.5021,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ed64f57da243ad42d21c0949c6170ad39ab89b4053e9ab9b66d4f0050b8339f"
      },
      "receipt_sha256": "8ed64f57da243ad42d21c0949c6170ad39ab89b4053e9ab9b66d4f0050b8339f"
    },
    {
      "storm_id": "28260",
      "lat": 40.5963,
      "lon": -85.0679,
      "motion_east": 12.2,
      "motion_south": 5.3,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1091.0,
      "ebshear": 18.0,
      "srh01": 306.0,
      "maxllaz": 0.007,
      "mesh": 0.46,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 306.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0641
        },
        {
          "name": "alignment",
          "value": 13.6765
        },
        {
          "name": "tau",
          "value": 1.7983
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4847
      },
      "coherence_score": 1.798274040222168,
      "coherence_diagnostics": {
        "tau": 1.798274040222168,
        "grad_tau": 0.12528902292251587,
        "torsion": 0.0,
        "alignment": 13.67646598815918,
        "S_field": 1.164546251296997,
        "Gamma_field": 0.38406822085380554,
        "S_over_Gamma": 3.0321338176727295,
        "Da": 21.74526023864746,
        "E_coh": 0.7540495991706848,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.0,
              40.68
            ],
            [
              -84.94,
              40.68
            ],
            [
              -84.93,
              40.67
            ],
            [
              -84.93,
              40.62
            ],
            [
              -84.98,
              40.58
            ],
            [
              -85.0,
              40.58
            ],
            [
              -85.01,
              40.57
            ],
            [
              -85.07,
              40.57
            ],
            [
              -85.09,
              40.56
            ],
            [
              -85.17,
              40.48
            ],
            [
              -85.2,
              40.48
            ],
            [
              -85.22,
              40.5
            ],
            [
              -85.22,
              40.53
            ],
            [
              -85.16,
              40.59
            ],
            [
              -85.15,
              40.59
            ],
            [
              -85.1,
              40.65
            ],
            [
              -85.08,
              40.66
            ],
            [
              -85.04,
              40.66
            ],
            [
              -85.0,
              40.68
            ]
          ]
        ]
      },
      "raw_probability": 0.4847,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "05c8595003274aa8dd67aa6f3bb76dc086fe22d50d1e8e846a26b9e69d32da9e",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4847,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a4452b363d621ec7f207d0f7f89a372dcbb77da58a99a934503b1aead687866"
      },
      "receipt_sha256": "3a4452b363d621ec7f207d0f7f89a372dcbb77da58a99a934503b1aead687866"
    },
    {
      "storm_id": "28460",
      "lat": 39.7713,
      "lon": -93.485,
      "motion_east": 12.8,
      "motion_south": 9.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1081.0,
      "ebshear": 38.0,
      "srh01": 83.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4391
        },
        {
          "name": "alignment",
          "value": -17.7621
        },
        {
          "name": "tau",
          "value": 1.228
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4743
      },
      "coherence_score": 1.2279963493347168,
      "coherence_diagnostics": {
        "tau": 1.2279963493347168,
        "grad_tau": 0.12118449807167053,
        "torsion": 0.0,
        "alignment": -17.76214027404785,
        "S_field": 0.39766520261764526,
        "Gamma_field": 0.19823485612869263,
        "S_over_Gamma": 2.006030559539795,
        "Da": 11.045354843139648,
        "E_coh": 0.5945537090301514,
        "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": [
          [
            [
              -93.56,
              39.82
            ],
            [
              -93.55,
              39.81
            ],
            [
              -93.51,
              39.81
            ],
            [
              -93.5,
              39.8
            ],
            [
              -93.43,
              39.8
            ],
            [
              -93.41,
              39.81
            ],
            [
              -93.36,
              39.78
            ],
            [
              -93.36,
              39.73
            ],
            [
              -93.4,
              39.72
            ],
            [
              -93.41,
              39.71
            ],
            [
              -93.49,
              39.71
            ],
            [
              -93.52,
              39.73
            ],
            [
              -93.54,
              39.73
            ],
            [
              -93.58,
              39.76
            ],
            [
              -93.58,
              39.8
            ],
            [
              -93.56,
              39.82
            ]
          ]
        ]
      },
      "raw_probability": 0.4743,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "81081dce15a980cac4152af6799fc2bd3e667b18ba9be4f4fde1317ca359ef9a",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4743,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c217bbb203491adcb416842fb5a1afd968a62623ca121c957e5862ba0216905"
      },
      "receipt_sha256": "1c217bbb203491adcb416842fb5a1afd968a62623ca121c957e5862ba0216905"
    },
    {
      "storm_id": "28467",
      "lat": 44.5375,
      "lon": -78.5138,
      "motion_east": 7.3,
      "motion_south": 5.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 197.0,
      "ebshear": 18.0,
      "srh01": 198.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 198.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8141
        },
        {
          "name": "alignment",
          "value": 13.9837
        },
        {
          "name": "tau",
          "value": 1.4418
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4699
      },
      "coherence_score": 1.4418094158172607,
      "coherence_diagnostics": {
        "tau": 1.4418094158172607,
        "grad_tau": 0.17220623791217804,
        "torsion": 0.0,
        "alignment": 13.983702659606934,
        "S_field": 0.5350675582885742,
        "Gamma_field": 0.1540682017803192,
        "S_over_Gamma": 3.472926616668701,
        "Da": 8.679769515991211,
        "E_coh": 0.7482229471206665,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.53,
              44.57
            ],
            [
              -78.48,
              44.57
            ],
            [
              -78.47,
              44.53
            ],
            [
              -78.49,
              44.5
            ],
            [
              -78.52,
              44.5
            ],
            [
              -78.54,
              44.51
            ],
            [
              -78.55,
              44.55
            ],
            [
              -78.53,
              44.57
            ]
          ]
        ]
      },
      "raw_probability": 0.4699,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "86c07c1e1d6320a0cb43528931d6f39782e026de36b78b2291ed67b55534c5cb",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4699,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4ef96d4209c82f376c81585cf67ec741fc5a508f5b07d377d8dd3a3b4b2f918"
      },
      "receipt_sha256": "d4ef96d4209c82f376c81585cf67ec741fc5a508f5b07d377d8dd3a3b4b2f918"
    },
    {
      "storm_id": "28109",
      "lat": 40.5888,
      "lon": -89.4754,
      "motion_east": 13.0,
      "motion_south": 0.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1553.0,
      "ebshear": 44.0,
      "srh01": 115.0,
      "maxllaz": 0.004,
      "mesh": 0.65,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9391
        },
        {
          "name": "alignment",
          "value": -8.2812
        },
        {
          "name": "tau",
          "value": 0.9381
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4632
      },
      "coherence_score": 0.9381215572357178,
      "coherence_diagnostics": {
        "tau": 0.9381215572357178,
        "grad_tau": 0.059755414724349976,
        "torsion": 0.0,
        "alignment": -8.281235694885254,
        "S_field": 0.40738219022750854,
        "Gamma_field": 1.0849014520645142,
        "S_over_Gamma": 0.3755015730857849,
        "Da": 59.714149475097656,
        "E_coh": 0.05117636173963547,
        "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": [
          [
            [
              -89.44,
              40.66
            ],
            [
              -89.42,
              40.65
            ],
            [
              -89.39,
              40.65
            ],
            [
              -89.39,
              40.6
            ],
            [
              -89.38,
              40.59
            ],
            [
              -89.38,
              40.56
            ],
            [
              -89.36,
              40.52
            ],
            [
              -89.36,
              40.5
            ],
            [
              -89.39,
              40.47
            ],
            [
              -89.46,
              40.47
            ],
            [
              -89.54,
              40.51
            ],
            [
              -89.54,
              40.53
            ],
            [
              -89.56,
              40.55
            ],
            [
              -89.56,
              40.57
            ],
            [
              -89.57,
              40.58
            ],
            [
              -89.55,
              40.6
            ],
            [
              -89.55,
              40.61
            ],
            [
              -89.59,
              40.63
            ],
            [
              -89.56,
              40.63
            ],
            [
              -89.52,
              40.61
            ],
            [
              -89.51,
              40.63
            ],
            [
              -89.5,
              40.62
            ],
            [
              -89.48,
              40.62
            ],
            [
              -89.46,
              40.64
            ],
            [
              -89.46,
              40.65
            ],
            [
              -89.44,
              40.66
            ]
          ]
        ]
      },
      "raw_probability": 0.4632,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "4a8ad98af91fb10934ae5689b50681a5dfcb00b372bca76aa4e4edd7c8647ad9",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4632,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1627bc2d41d38cd622068568a99cfe7d7dfedb1c33f1fe32fc845159056a201a"
      },
      "receipt_sha256": "1627bc2d41d38cd622068568a99cfe7d7dfedb1c33f1fe32fc845159056a201a"
    },
    {
      "storm_id": "28407",
      "lat": 27.553,
      "lon": -82.531,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2380.0,
      "ebshear": 18.0,
      "srh01": 75.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.6891
        },
        {
          "name": "alignment",
          "value": -3.0442
        },
        {
          "name": "tau",
          "value": 2.1975
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.454
      },
      "coherence_score": 2.1975202560424805,
      "coherence_diagnostics": {
        "tau": 2.1975202560424805,
        "grad_tau": 0.4951738715171814,
        "torsion": 0.0,
        "alignment": -3.0442442893981934,
        "S_field": 0.6123802065849304,
        "Gamma_field": 0.21906818449497223,
        "S_over_Gamma": 2.79538631439209,
        "Da": 12.414947509765625,
        "E_coh": 0.894679069519043,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.5,
              27.59
            ],
            [
              -82.49,
              27.59
            ],
            [
              -82.49,
              27.53
            ],
            [
              -82.5,
              27.52
            ],
            [
              -82.58,
              27.52
            ],
            [
              -82.59,
              27.53
            ],
            [
              -82.58,
              27.56
            ],
            [
              -82.56,
              27.55
            ],
            [
              -82.52,
              27.55
            ],
            [
              -82.5,
              27.59
            ]
          ]
        ]
      },
      "raw_probability": 0.454,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "5053559dd594ea194c025d0bbd7f27908a8b143c403c70588365ba68d78e13f4",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.454,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c49078c8cc41e7ab042127ae3932e48e68be5f7f786260d39baa893506e96ca"
      },
      "receipt_sha256": "4c49078c8cc41e7ab042127ae3932e48e68be5f7f786260d39baa893506e96ca"
    },
    {
      "storm_id": "27925",
      "lat": 40.5389,
      "lon": -78.8589,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 804.0,
      "ebshear": 28.0,
      "srh01": 167.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 167.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1891
        },
        {
          "name": "alignment",
          "value": 0.1601
        },
        {
          "name": "tau",
          "value": 1.4209
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4469
      },
      "coherence_score": 1.420874834060669,
      "coherence_diagnostics": {
        "tau": 1.420874834060669,
        "grad_tau": 0.29327428340911865,
        "torsion": 0.0,
        "alignment": 0.1600794792175293,
        "S_field": 0.5535589456558228,
        "Gamma_field": 0.39573487639427185,
        "S_over_Gamma": 1.3988126516342163,
        "Da": 22.995258331298828,
        "E_coh": 0.22570815682411194,
        "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": [
          [
            [
              -78.87,
              40.57
            ],
            [
              -78.84,
              40.57
            ],
            [
              -78.83,
              40.56
            ],
            [
              -78.83,
              40.51
            ],
            [
              -78.84,
              40.5
            ],
            [
              -78.87,
              40.5
            ],
            [
              -78.89,
              40.52
            ],
            [
              -78.89,
              40.55
            ],
            [
              -78.87,
              40.57
            ]
          ]
        ]
      },
      "raw_probability": 0.4469,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "fc8ca31fcae45f1a54ea59b072db6037baa94208c31fc24f4f3a95aef6b8ffe5",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4469,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f10e190588d57fd7ca00406d77b1daaa4f07043582822f1b9cdbe941536bcc97"
      },
      "receipt_sha256": "f10e190588d57fd7ca00406d77b1daaa4f07043582822f1b9cdbe941536bcc97"
    },
    {
      "storm_id": "28466",
      "lat": 44.7009,
      "lon": -78.3577,
      "motion_east": 6.8,
      "motion_south": 3.6,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 145.0,
      "ebshear": 16.0,
      "srh01": 221.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 221.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8141
        },
        {
          "name": "alignment",
          "value": 13.9837
        },
        {
          "name": "tau",
          "value": 1.4418
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4387
      },
      "coherence_score": 1.4418094158172607,
      "coherence_diagnostics": {
        "tau": 1.4418094158172607,
        "grad_tau": 0.17220623791217804,
        "torsion": 0.0,
        "alignment": 13.983702659606934,
        "S_field": 0.5350675582885742,
        "Gamma_field": 0.1540682017803192,
        "S_over_Gamma": 3.472926616668701,
        "Da": 8.679769515991211,
        "E_coh": 0.7482229471206665,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.3,
              44.8
            ],
            [
              -78.28,
              44.8
            ],
            [
              -78.28,
              44.78
            ],
            [
              -78.27,
              44.77
            ],
            [
              -78.28,
              44.75
            ],
            [
              -78.28,
              44.7
            ],
            [
              -78.27,
              44.69
            ],
            [
              -78.27,
              44.61
            ],
            [
              -78.33,
              44.61
            ],
            [
              -78.36,
              44.64
            ],
            [
              -78.4,
              44.62
            ],
            [
              -78.41,
              44.63
            ],
            [
              -78.42,
              44.62
            ],
            [
              -78.46,
              44.62
            ],
            [
              -78.47,
              44.63
            ],
            [
              -78.47,
              44.68
            ],
            [
              -78.46,
              44.7
            ],
            [
              -78.43,
              44.73
            ],
            [
              -78.39,
              44.74
            ],
            [
              -78.38,
              44.75
            ],
            [
              -78.36,
              44.75
            ],
            [
              -78.3,
              44.8
            ]
          ]
        ]
      },
      "raw_probability": 0.4387,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "57e92b2c6d34d17bd9d2a6871f7e068ea1cb8e243eb4e6818b375dfbff049b60",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4387,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec6d9087c7d6103edf1f931b90b716ebb44b9af31004ee94e7fce60d67b540aa"
      },
      "receipt_sha256": "ec6d9087c7d6103edf1f931b90b716ebb44b9af31004ee94e7fce60d67b540aa"
    },
    {
      "storm_id": "28490",
      "lat": 48.5162,
      "lon": -79.9992,
      "motion_east": 8.4,
      "motion_south": 3.2,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 248.0,
      "ebshear": 14.0,
      "srh01": 202.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 202.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5641
        },
        {
          "name": "alignment",
          "value": -9.6905
        },
        {
          "name": "tau",
          "value": 0.5746
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4369
      },
      "coherence_score": 0.5745751857757568,
      "coherence_diagnostics": {
        "tau": 0.5745751857757568,
        "grad_tau": 0.45085999369621277,
        "torsion": 0.0,
        "alignment": -9.690533638000488,
        "S_field": 0.3854917585849762,
        "Gamma_field": 0.19740153849124908,
        "S_over_Gamma": 1.9528305530548096,
        "Da": 11.984978675842285,
        "E_coh": 0.41040319204330444,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.0,
              48.56
            ],
            [
              -79.97,
              48.56
            ],
            [
              -79.96,
              48.55
            ],
            [
              -79.97,
              48.54
            ],
            [
              -79.97,
              48.5
            ],
            [
              -79.99,
              48.48
            ],
            [
              -79.99,
              48.47
            ],
            [
              -80.01,
              48.47
            ],
            [
              -80.03,
              48.49
            ],
            [
              -80.04,
              48.49
            ],
            [
              -80.03,
              48.5
            ],
            [
              -80.03,
              48.54
            ],
            [
              -80.0,
              48.56
            ]
          ]
        ]
      },
      "raw_probability": 0.4369,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "ee1be86068ee3e12972be9fa6ab37c9ff7dde1c047afec3382b42d3f6a2556cb",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4369,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ff1972891a80dbf91dfbaf5896327cba350a409dd8b483384caa4260c9d6474"
      },
      "receipt_sha256": "9ff1972891a80dbf91dfbaf5896327cba350a409dd8b483384caa4260c9d6474"
    },
    {
      "storm_id": "28462",
      "lat": 37.9856,
      "lon": -77.3053,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 706.0,
      "ebshear": 23.0,
      "srh01": 144.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 144.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3141
        },
        {
          "name": "alignment",
          "value": -12.1471
        },
        {
          "name": "tau",
          "value": 1.9361
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4343
      },
      "coherence_score": 1.9360674619674683,
      "coherence_diagnostics": {
        "tau": 1.9360674619674683,
        "grad_tau": 0.2265356481075287,
        "torsion": 0.0,
        "alignment": -12.14709758758545,
        "S_field": 0.7478557229042053,
        "Gamma_field": 0.15240153670310974,
        "S_over_Gamma": 4.907140254974365,
        "Da": 9.412897109985352,
        "E_coh": 0.5744682550430298,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.29,
              38.04
            ],
            [
              -77.28,
              38.04
            ],
            [
              -77.27,
              38.03
            ],
            [
              -77.28,
              38.02
            ],
            [
              -77.28,
              38.01
            ],
            [
              -77.28,
              38.0
            ],
            [
              -77.28,
              37.99
            ],
            [
              -77.28,
              37.98
            ],
            [
              -77.28,
              37.97
            ],
            [
              -77.27,
              37.96
            ],
            [
              -77.27,
              37.95
            ],
            [
              -77.28,
              37.95
            ],
            [
              -77.29,
              37.95
            ],
            [
              -77.3,
              37.95
            ],
            [
              -77.31,
              37.95
            ],
            [
              -77.32,
              37.96
            ],
            [
              -77.33,
              37.95
            ],
            [
              -77.34,
              37.95
            ],
            [
              -77.35,
              37.96
            ],
            [
              -77.36,
              37.96
            ],
            [
              -77.35,
              37.96
            ],
            [
              -77.34,
              37.96
            ],
            [
              -77.33,
              37.96
            ],
            [
              -77.32,
              37.96
            ],
            [
              -77.31,
              37.97
            ],
            [
              -77.3,
              37.98
            ],
            [
              -77.31,
              37.99
            ],
            [
              -77.31,
              38.0
            ],
            [
              -77.32,
              38.01
            ],
            [
              -77.33,
              38.02
            ],
            [
              -77.32,
              38.03
            ],
            [
              -77.31,
              38.03
            ],
            [
              -77.3,
              38.03
            ],
            [
              -77.29,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.4343,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "3aaba23a9effbaccf9ca7244da89d4f031cb6376c04b1134c54c23c0cde06bd5",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4343,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26634e825d094076710c6994cd116dc6e68d92f60bd6a4b15988e852e6daada1"
      },
      "receipt_sha256": "26634e825d094076710c6994cd116dc6e68d92f60bd6a4b15988e852e6daada1"
    },
    {
      "storm_id": "26581",
      "lat": 40.8913,
      "lon": -75.5826,
      "motion_east": 9.5,
      "motion_south": 1.0,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 923.0,
      "ebshear": 31.0,
      "srh01": 228.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 228.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3141
        },
        {
          "name": "alignment",
          "value": 2.8307
        },
        {
          "name": "tau",
          "value": 1.7726
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4318
      },
      "coherence_score": 1.772613286972046,
      "coherence_diagnostics": {
        "tau": 1.772613286972046,
        "grad_tau": 0.19282586872577667,
        "torsion": 0.0,
        "alignment": 2.8307414054870605,
        "S_field": 0.4253998100757599,
        "Gamma_field": 0.28656819462776184,
        "S_over_Gamma": 1.4844627380371094,
        "Da": 17.523548126220703,
        "E_coh": 0.26101550459861755,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.58,
              41.05
            ],
            [
              -75.54,
              41.05
            ],
            [
              -75.47,
              40.98
            ],
            [
              -75.47,
              40.93
            ],
            [
              -75.5,
              40.9
            ],
            [
              -75.51,
              40.87
            ],
            [
              -75.56,
              40.81
            ],
            [
              -75.56,
              40.8
            ],
            [
              -75.61,
              40.75
            ],
            [
              -75.63,
              40.74
            ],
            [
              -75.64,
              40.75
            ],
            [
              -75.67,
              40.75
            ],
            [
              -75.68,
              40.76
            ],
            [
              -75.68,
              40.78
            ],
            [
              -75.6,
              40.86
            ],
            [
              -75.6,
              40.89
            ],
            [
              -75.59,
              40.9
            ],
            [
              -75.59,
              40.93
            ],
            [
              -75.58,
              40.94
            ],
            [
              -75.58,
              40.98
            ],
            [
              -75.59,
              40.99
            ],
            [
              -75.59,
              41.04
            ],
            [
              -75.58,
              41.05
            ]
          ]
        ]
      },
      "raw_probability": 0.4318,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e33265db0d7b721051b729f6e3a18d00b6a17efe809b6243f17506ece8d13bf7",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4318,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34a2dcc6c9ff947c4192a17588a099b949438205de0950856b365167debd17a4"
      },
      "receipt_sha256": "34a2dcc6c9ff947c4192a17588a099b949438205de0950856b365167debd17a4"
    },
    {
      "storm_id": "28348",
      "lat": 41.0844,
      "lon": -75.3889,
      "motion_east": 9.4,
      "motion_south": 1.0,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 773.0,
      "ebshear": 29.0,
      "srh01": 208.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 208.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3141
        },
        {
          "name": "alignment",
          "value": 2.8307
        },
        {
          "name": "tau",
          "value": 1.7726
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4318
      },
      "coherence_score": 1.772613286972046,
      "coherence_diagnostics": {
        "tau": 1.772613286972046,
        "grad_tau": 0.19282586872577667,
        "torsion": 0.0,
        "alignment": 2.8307414054870605,
        "S_field": 0.4253998100757599,
        "Gamma_field": 0.28656819462776184,
        "S_over_Gamma": 1.4844627380371094,
        "Da": 17.523548126220703,
        "E_coh": 0.26101550459861755,
        "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,
              41.12
            ],
            [
              -75.37,
              41.12
            ],
            [
              -75.34,
              41.09
            ],
            [
              -75.34,
              41.07
            ],
            [
              -75.37,
              41.04
            ],
            [
              -75.4,
              41.04
            ],
            [
              -75.43,
              41.06
            ],
            [
              -75.43,
              41.1
            ],
            [
              -75.41,
              41.12
            ]
          ]
        ]
      },
      "raw_probability": 0.4318,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e33265db0d7b721051b729f6e3a18d00b6a17efe809b6243f17506ece8d13bf7",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4318,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34a2dcc6c9ff947c4192a17588a099b949438205de0950856b365167debd17a4"
      },
      "receipt_sha256": "34a2dcc6c9ff947c4192a17588a099b949438205de0950856b365167debd17a4"
    },
    {
      "storm_id": "28436",
      "lat": 41.3144,
      "lon": -85.0278,
      "motion_east": 13.8,
      "motion_south": 2.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1620.0,
      "ebshear": 35.0,
      "srh01": 255.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 255.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4391
        },
        {
          "name": "alignment",
          "value": 2.4893
        },
        {
          "name": "tau",
          "value": 1.8264
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4228
      },
      "coherence_score": 1.8263801336288452,
      "coherence_diagnostics": {
        "tau": 1.8263801336288452,
        "grad_tau": 0.21776992082595825,
        "torsion": 0.0,
        "alignment": 2.489302396774292,
        "S_field": 0.9892519116401672,
        "Gamma_field": 0.41156822443008423,
        "S_over_Gamma": 2.403615951538086,
        "Da": 22.35860824584961,
        "E_coh": 0.9219056367874146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.05,
              41.35
            ],
            [
              -85.0,
              41.35
            ],
            [
              -84.98,
              41.33
            ],
            [
              -84.97,
              41.29
            ],
            [
              -85.01,
              41.27
            ],
            [
              -85.05,
              41.27
            ],
            [
              -85.07,
              41.29
            ],
            [
              -85.07,
              41.33
            ],
            [
              -85.05,
              41.35
            ]
          ]
        ]
      },
      "raw_probability": 0.4228,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "23b0db879b0bcb7e0a1a80726d6d1054287976987bc0ef6cbb9535b05cf8fcb1",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4228,
        "probability": 0.006994,
        "confidence_lo": 0.006872,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f7426dd92c127c89a51c16a6afb61cfe7105597402622c2af77c8c307352abf"
      },
      "receipt_sha256": "1f7426dd92c127c89a51c16a6afb61cfe7105597402622c2af77c8c307352abf"
    },
    {
      "storm_id": "28457",
      "lat": 40.62,
      "lon": -89.0536,
      "motion_east": 11.7,
      "motion_south": 0.7,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1673.0,
      "ebshear": 38.0,
      "srh01": 120.0,
      "maxllaz": 0.0,
      "mesh": 0.38,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9391
        },
        {
          "name": "alignment",
          "value": 5.5925
        },
        {
          "name": "tau",
          "value": 1.0059
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4206
      },
      "coherence_score": 1.0058609247207642,
      "coherence_diagnostics": {
        "tau": 1.0058609247207642,
        "grad_tau": 0.13688211143016815,
        "torsion": 0.0,
        "alignment": 5.592470645904541,
        "S_field": 0.4654931426048279,
        "Gamma_field": 0.9765682220458984,
        "S_over_Gamma": 0.47666218876838684,
        "Da": 53.55424499511719,
        "E_coh": 0.2156209796667099,
        "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": [
          [
            [
              -89.08,
              40.67
            ],
            [
              -89.0,
              40.67
            ],
            [
              -88.98,
              40.66
            ],
            [
              -88.98,
              40.64
            ],
            [
              -88.99,
              40.64
            ],
            [
              -89.02,
              40.61
            ],
            [
              -89.02,
              40.53
            ],
            [
              -89.03,
              40.52
            ],
            [
              -89.12,
              40.52
            ],
            [
              -89.12,
              40.62
            ],
            [
              -89.13,
              40.63
            ],
            [
              -89.11,
              40.65
            ],
            [
              -89.09,
              40.65
            ],
            [
              -89.08,
              40.67
            ]
          ]
        ]
      },
      "raw_probability": 0.4206,
      "confidence_lo": 0.0058,
      "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": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "36d4e71b183f868598af134bc5944406dcae51d249eecc8a173354f4b98a4fdc",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4206,
        "probability": 0.006987,
        "confidence_lo": 0.005834,
        "confidence_hi": 0.006995,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4fd21f4d2411273f710a49c568b52fbbf3669dcddbe3f0a5a882eb199653ad24"
      },
      "receipt_sha256": "4fd21f4d2411273f710a49c568b52fbbf3669dcddbe3f0a5a882eb199653ad24"
    },
    {
      "storm_id": "28012",
      "lat": 44.111,
      "lon": -78.7952,
      "motion_east": 7.4,
      "motion_south": 5.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 232.0,
      "ebshear": 28.0,
      "srh01": 195.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 195.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6891
        },
        {
          "name": "alignment",
          "value": 14.6584
        },
        {
          "name": "tau",
          "value": 1.2985
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4162
      },
      "coherence_score": 1.298512578010559,
      "coherence_diagnostics": {
        "tau": 1.298512578010559,
        "grad_tau": 0.2463988959789276,
        "torsion": 0.0,
        "alignment": 14.6583890914917,
        "S_field": 0.3813803791999817,
        "Gamma_field": 0.16906820237636566,
        "S_over_Gamma": 2.2557783126831055,
        "Da": 9.546711921691895,
        "E_coh": 0.6142425537109375,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.67,
              44.35
            ],
            [
              -78.64,
              44.32
            ],
            [
              -78.64,
              44.26
            ],
            [
              -78.65,
              44.24
            ],
            [
              -78.73,
              44.16
            ],
            [
              -78.74,
              44.1
            ],
            [
              -78.75,
              44.09
            ],
            [
              -78.75,
              44.06
            ],
            [
              -78.77,
              44.02
            ],
            [
              -78.83,
              43.95
            ],
            [
              -78.83,
              43.92
            ],
            [
              -78.88,
              43.87
            ],
            [
              -78.89,
              43.85
            ],
            [
              -78.91,
              43.85
            ],
            [
              -78.92,
              43.87
            ],
            [
              -78.9,
              43.91
            ],
            [
              -78.9,
              44.03
            ],
            [
              -78.89,
              44.04
            ],
            [
              -78.89,
              44.06
            ],
            [
              -78.9,
              44.07
            ],
            [
              -78.87,
              44.1
            ],
            [
              -78.87,
              44.13
            ],
            [
              -78.83,
              44.17
            ],
            [
              -78.79,
              44.25
            ],
            [
              -78.76,
              44.28
            ],
            [
              -78.75,
              44.28
            ],
            [
              -78.73,
              44.3
            ],
            [
              -78.71,
              44.34
            ],
            [
              -78.67,
              44.35
            ]
          ]
        ]
      },
      "raw_probability": 0.4162,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "fa6a64bd2cb1ed09ec7558c5ccf30f885ad39b8a917a09e0febd8feae076c60e",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4162,
        "probability": 0.006317,
        "confidence_lo": 0.005834,
        "confidence_hi": 0.00632,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed657bac0c7b19ea0569fc0cbb65e82046ac2e7e7653d4e1b5e6672d8ad6b372"
      },
      "receipt_sha256": "ed657bac0c7b19ea0569fc0cbb65e82046ac2e7e7653d4e1b5e6672d8ad6b372"
    },
    {
      "storm_id": "28494",
      "lat": 41.6489,
      "lon": -84.7811,
      "motion_east": 7.2,
      "motion_south": 1.6,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1671.0,
      "ebshear": 34.0,
      "srh01": 226.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 226.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5641
        },
        {
          "name": "alignment",
          "value": -1.9085
        },
        {
          "name": "tau",
          "value": 1.767
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4145
      },
      "coherence_score": 1.7670433521270752,
      "coherence_diagnostics": {
        "tau": 1.7670433521270752,
        "grad_tau": 0.2741527259349823,
        "torsion": 0.0,
        "alignment": -1.908494234085083,
        "S_field": 0.6137175559997559,
        "Gamma_field": 0.48823487758636475,
        "S_over_Gamma": 1.257012963294983,
        "Da": 26.234474182128906,
        "E_coh": 0.8651933670043945,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.79,
              41.68
            ],
            [
              -84.76,
              41.68
            ],
            [
              -84.75,
              41.67
            ],
            [
              -84.75,
              41.63
            ],
            [
              -84.77,
              41.61
            ],
            [
              -84.8,
              41.61
            ],
            [
              -84.81,
              41.62
            ],
            [
              -84.81,
              41.66
            ],
            [
              -84.79,
              41.68
            ]
          ]
        ]
      },
      "raw_probability": 0.4145,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "3638fd3fe95fb0310cf74197f0d83b0c5f1eaa2972e94a364632afa62536665a",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.4145,
        "probability": 0.006317,
        "confidence_lo": 0.005834,
        "confidence_hi": 0.00632,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "398245dd9103ac576df063705c5f79f785631b7ba3b16d4ddfaea47afea19847"
      },
      "receipt_sha256": "398245dd9103ac576df063705c5f79f785631b7ba3b16d4ddfaea47afea19847"
    },
    {
      "storm_id": "27787",
      "lat": 40.6983,
      "lon": -94.8944,
      "motion_east": 13.1,
      "motion_south": 10.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 785.0,
      "ebshear": 49.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5641
        },
        {
          "name": "alignment",
          "value": -11.8588
        },
        {
          "name": "tau",
          "value": 1.2238
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3954
      },
      "coherence_score": 1.2238051891326904,
      "coherence_diagnostics": {
        "tau": 1.2238051891326904,
        "grad_tau": 0.1151905357837677,
        "torsion": 0.0,
        "alignment": -11.858795166015625,
        "S_field": 0.3034706115722656,
        "Gamma_field": 0.21073485910892487,
        "S_over_Gamma": 1.440058946609497,
        "Da": 11.417166709899902,
        "E_coh": 0.4948989450931549,
        "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": [
          [
            [
              -94.95,
              40.76
            ],
            [
              -94.87,
              40.76
            ],
            [
              -94.88,
              40.75
            ],
            [
              -94.86,
              40.73
            ],
            [
              -94.85,
              40.74
            ],
            [
              -94.81,
              40.74
            ],
            [
              -94.81,
              40.69
            ],
            [
              -94.82,
              40.68
            ],
            [
              -94.82,
              40.65
            ],
            [
              -94.86,
              40.61
            ],
            [
              -94.9,
              40.61
            ],
            [
              -94.93,
              40.64
            ],
            [
              -94.94,
              40.64
            ],
            [
              -94.94,
              40.66
            ],
            [
              -94.96,
              40.68
            ],
            [
              -94.98,
              40.72
            ],
            [
              -94.97,
              40.75
            ],
            [
              -94.95,
              40.76
            ]
          ]
        ]
      },
      "raw_probability": 0.3954,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "95fca83ffe21c5fd322a36f73f8b88342c1f888c698e629978f72e5cad8a23b7",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3954,
        "probability": 0.006317,
        "confidence_lo": 0.005834,
        "confidence_hi": 0.00632,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e704177a3ba268c1b10522f5f01b0d31fc4102b48d1674232e10be2c29b4967"
      },
      "receipt_sha256": "6e704177a3ba268c1b10522f5f01b0d31fc4102b48d1674232e10be2c29b4967"
    },
    {
      "storm_id": "28231",
      "lat": 39.2144,
      "lon": -78.7756,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0063,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 824.0,
      "ebshear": 23.0,
      "srh01": 134.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0641
        },
        {
          "name": "alignment",
          "value": -1.7639
        },
        {
          "name": "tau",
          "value": 1.8608
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3941
      },
      "coherence_score": 1.8607654571533203,
      "coherence_diagnostics": {
        "tau": 1.8607654571533203,
        "grad_tau": 0.20327630639076233,
        "torsion": 0.0,
        "alignment": -1.763948678970337,
        "S_field": 0.7319688200950623,
        "Gamma_field": 0.24073486030101776,
        "S_over_Gamma": 3.040560245513916,
        "Da": 14.530311584472656,
        "E_coh": 0.606827974319458,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.79,
              39.24
            ],
            [
              -78.75,
              39.24
            ],
            [
              -78.74,
              39.23
            ],
            [
              -78.74,
              39.2
            ],
            [
              -78.76,
              39.18
            ],
            [
              -78.8,
              39.18
            ],
            [
              -78.81,
              39.19
            ],
            [
              -78.8,
              39.23
            ],
            [
              -78.79,
              39.24
            ]
          ]
        ]
      },
      "raw_probability": 0.3941,
      "confidence_lo": 0.0058,
      "confidence_hi": 0.0063,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "2ab7d0b4d0b7acec14f98697bb4c67480a50df1dc99edcdaacc2f916ac8440a3",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3941,
        "probability": 0.006317,
        "confidence_lo": 0.005834,
        "confidence_hi": 0.00632,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ccae04ac7b0cccb496f057fd494811ffdc12b9c5b2eb9114ac445364a7dcdcd"
      },
      "receipt_sha256": "1ccae04ac7b0cccb496f057fd494811ffdc12b9c5b2eb9114ac445364a7dcdcd"
    },
    {
      "storm_id": "27700",
      "lat": 41.4455,
      "lon": -92.7218,
      "motion_east": 8.0,
      "motion_south": 9.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 431.0,
      "ebshear": 58.0,
      "srh01": 74.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.4391
        },
        {
          "name": "alignment",
          "value": -1.3559
        },
        {
          "name": "tau",
          "value": 1.3155
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3924
      },
      "coherence_score": 1.315504550933838,
      "coherence_diagnostics": {
        "tau": 1.315504550933838,
        "grad_tau": 0.01951126754283905,
        "torsion": 0.0,
        "alignment": -1.3558846712112427,
        "S_field": 0.2846910357475281,
        "Gamma_field": 0.18240152299404144,
        "S_over_Gamma": 1.5607930421829224,
        "Da": 9.563405990600586,
        "E_coh": 0.35074055194854736,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.69,
              41.51
            ],
            [
              -92.67,
              41.51
            ],
            [
              -92.65,
              41.47
            ],
            [
              -92.65,
              41.37
            ],
            [
              -92.75,
              41.37
            ],
            [
              -92.76,
              41.38
            ],
            [
              -92.78,
              41.38
            ],
            [
              -92.8,
              41.41
            ],
            [
              -92.8,
              41.49
            ],
            [
              -92.7,
              41.5
            ],
            [
              -92.69,
              41.51
            ]
          ]
        ]
      },
      "raw_probability": 0.3924,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "314e7c14808d8191c085a82154389419f860b22755feddcbef9218f6893c2bef",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3924,
        "probability": 0.00601,
        "confidence_lo": 0.003209,
        "confidence_hi": 0.006027,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fbc53b3e73f5eb068093c5f3972ea2c7431226ce4ddc79f9a518fc37ede07df9"
      },
      "receipt_sha256": "fbc53b3e73f5eb068093c5f3972ea2c7431226ce4ddc79f9a518fc37ede07df9"
    },
    {
      "storm_id": "28475",
      "lat": 41.0833,
      "lon": -85.088,
      "motion_east": 14.0,
      "motion_south": 2.3,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0048,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1694.0,
      "ebshear": 30.0,
      "srh01": 263.0,
      "maxllaz": 0.004,
      "mesh": 0.39,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 263.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4391
        },
        {
          "name": "alignment",
          "value": 2.4893
        },
        {
          "name": "tau",
          "value": 1.8264
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3907
      },
      "coherence_score": 1.8263801336288452,
      "coherence_diagnostics": {
        "tau": 1.8263801336288452,
        "grad_tau": 0.21776992082595825,
        "torsion": 0.0,
        "alignment": 2.489302396774292,
        "S_field": 0.9892519116401672,
        "Gamma_field": 0.41156822443008423,
        "S_over_Gamma": 2.403615951538086,
        "Da": 22.35860824584961,
        "E_coh": 0.9219056367874146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.09,
              41.18
            ],
            [
              -85.05,
              41.18
            ],
            [
              -85.03,
              41.17
            ],
            [
              -85.0,
              41.14
            ],
            [
              -85.0,
              41.09
            ],
            [
              -85.06,
              41.03
            ],
            [
              -85.06,
              41.0
            ],
            [
              -85.09,
              40.96
            ],
            [
              -85.15,
              40.95
            ],
            [
              -85.18,
              40.97
            ],
            [
              -85.18,
              41.03
            ],
            [
              -85.11,
              41.09
            ],
            [
              -85.11,
              41.13
            ],
            [
              -85.12,
              41.15
            ],
            [
              -85.09,
              41.18
            ]
          ]
        ]
      },
      "raw_probability": 0.3907,
      "confidence_lo": 0.0032,
      "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": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "21de94acf6681bc915595f8b52ed662f6252b7ef988f10b1b277e3c9bd1d42b8",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3907,
        "probability": 0.004777,
        "confidence_lo": 0.003209,
        "confidence_hi": 0.004785,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3dde0995ee44de8f07c1d5b65b19d7e11a663bf8b70e244db7eecb8665de7362"
      },
      "receipt_sha256": "3dde0995ee44de8f07c1d5b65b19d7e11a663bf8b70e244db7eecb8665de7362"
    },
    {
      "storm_id": "28471",
      "lat": 42.0206,
      "lon": -85.1731,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0038,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2078.0,
      "ebshear": 33.0,
      "srh01": 219.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 219.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5641
        },
        {
          "name": "alignment",
          "value": -1.9085
        },
        {
          "name": "tau",
          "value": 1.767
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3771
      },
      "coherence_score": 1.7670433521270752,
      "coherence_diagnostics": {
        "tau": 1.7670433521270752,
        "grad_tau": 0.2741527259349823,
        "torsion": 0.0,
        "alignment": -1.908494234085083,
        "S_field": 0.6137175559997559,
        "Gamma_field": 0.48823487758636475,
        "S_over_Gamma": 1.257012963294983,
        "Da": 26.234474182128906,
        "E_coh": 0.8651933670043945,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.19,
              42.06
            ],
            [
              -85.17,
              42.06
            ],
            [
              -85.16,
              42.05
            ],
            [
              -85.14,
              42.06
            ],
            [
              -85.13,
              42.05
            ],
            [
              -85.13,
              42.02
            ],
            [
              -85.12,
              42.0
            ],
            [
              -85.14,
              41.98
            ],
            [
              -85.16,
              41.98
            ],
            [
              -85.17,
              41.97
            ],
            [
              -85.21,
              41.97
            ],
            [
              -85.23,
              41.99
            ],
            [
              -85.23,
              42.0
            ],
            [
              -85.2,
              42.03
            ],
            [
              -85.2,
              42.05
            ],
            [
              -85.19,
              42.06
            ]
          ]
        ]
      },
      "raw_probability": 0.3771,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0038,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "bca86e853cda3902053fb3738bc9f34379adbea94f00396de52d30142e3a3d73",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3771,
        "probability": 0.003763,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003765,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "915f117974ed8475e8f879b1c44e6a408b08e320ef13bf44a6a026ad80f78d35"
      },
      "receipt_sha256": "915f117974ed8475e8f879b1c44e6a408b08e320ef13bf44a6a026ad80f78d35"
    },
    {
      "storm_id": "28030",
      "lat": 36.7517,
      "lon": -76.4729,
      "motion_east": 8.0,
      "motion_south": 1.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 785.0,
      "ebshear": 16.0,
      "srh01": 160.0,
      "maxllaz": 0.004,
      "mesh": 0.39,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 160.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8141
        },
        {
          "name": "alignment",
          "value": -5.1778
        },
        {
          "name": "tau",
          "value": 1.5769
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3738
      },
      "coherence_score": 1.576889157295227,
      "coherence_diagnostics": {
        "tau": 1.576889157295227,
        "grad_tau": 0.16922324895858765,
        "torsion": 0.0,
        "alignment": -5.177842140197754,
        "S_field": 0.578494668006897,
        "Gamma_field": 0.34240153431892395,
        "S_over_Gamma": 1.6895211935043335,
        "Da": 22.23516845703125,
        "E_coh": 0.700228750705719,
        "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": [
          [
            [
              -76.55,
              36.82
            ],
            [
              -76.49,
              36.82
            ],
            [
              -76.44,
              36.79
            ],
            [
              -76.37,
              36.79
            ],
            [
              -76.33,
              36.77
            ],
            [
              -76.31,
              36.75
            ],
            [
              -76.31,
              36.71
            ],
            [
              -76.33,
              36.69
            ],
            [
              -76.35,
              36.69
            ],
            [
              -76.36,
              36.68
            ],
            [
              -76.37,
              36.69
            ],
            [
              -76.48,
              36.69
            ],
            [
              -76.5,
              36.7
            ],
            [
              -76.54,
              36.74
            ],
            [
              -76.57,
              36.74
            ],
            [
              -76.59,
              36.73
            ],
            [
              -76.58,
              36.75
            ],
            [
              -76.56,
              36.75
            ],
            [
              -76.55,
              36.76
            ],
            [
              -76.56,
              36.77
            ],
            [
              -76.55,
              36.78
            ],
            [
              -76.55,
              36.8
            ],
            [
              -76.56,
              36.81
            ],
            [
              -76.55,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.3738,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "1a51ff44e34c64976f53c7d4877560e7a52a6424eda2a96fbc5e7c80ad14a384",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3738,
        "probability": 0.003477,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003478,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f75c8a401d2b65dba6f67be7fcae8c4d7a639a589a3ace1427ed72f4929d7606"
      },
      "receipt_sha256": "f75c8a401d2b65dba6f67be7fcae8c4d7a639a589a3ace1427ed72f4929d7606"
    },
    {
      "storm_id": "28482",
      "lat": 29.8236,
      "lon": -85.0991,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1615.0,
      "ebshear": 10.0,
      "srh01": 122.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5641
        },
        {
          "name": "alignment",
          "value": 3.629
        },
        {
          "name": "tau",
          "value": 2.7488
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3727
      },
      "coherence_score": 2.7488327026367188,
      "coherence_diagnostics": {
        "tau": 2.7488327026367188,
        "grad_tau": 0.2611382305622101,
        "torsion": 0.0,
        "alignment": 3.6289830207824707,
        "S_field": 0.7666382193565369,
        "Gamma_field": 0.25240156054496765,
        "S_over_Gamma": 3.0373752117156982,
        "Da": 16.242244720458984,
        "E_coh": 0.8952239155769348,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.12,
              29.85
            ],
            [
              -85.08,
              29.85
            ],
            [
              -85.06,
              29.83
            ],
            [
              -85.05,
              29.83
            ],
            [
              -85.08,
              29.8
            ],
            [
              -85.08,
              29.78
            ],
            [
              -85.11,
              29.79
            ],
            [
              -85.11,
              29.81
            ],
            [
              -85.14,
              29.83
            ],
            [
              -85.14,
              29.84
            ],
            [
              -85.12,
              29.85
            ]
          ]
        ]
      },
      "raw_probability": 0.3727,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e18b34f00da4938c99e2b88e5dba7b9a2eeb80f6d8f9a05ad2263cdb60652cb1",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3727,
        "probability": 0.003477,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003478,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c40a50a8171ebbf9b5ae1092a65636e2fad26fc7474d0e6524747819ff898d8"
      },
      "receipt_sha256": "0c40a50a8171ebbf9b5ae1092a65636e2fad26fc7474d0e6524747819ff898d8"
    },
    {
      "storm_id": "28273",
      "lat": 48.3756,
      "lon": -79.9092,
      "motion_east": 8.5,
      "motion_south": 3.2,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 138.0,
      "ebshear": 14.0,
      "srh01": 183.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 183.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5641
        },
        {
          "name": "alignment",
          "value": -9.6905
        },
        {
          "name": "tau",
          "value": 0.5746
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3576
      },
      "coherence_score": 0.5745751857757568,
      "coherence_diagnostics": {
        "tau": 0.5745751857757568,
        "grad_tau": 0.45085999369621277,
        "torsion": 0.0,
        "alignment": -9.690533638000488,
        "S_field": 0.3854917585849762,
        "Gamma_field": 0.19740153849124908,
        "S_over_Gamma": 1.9528305530548096,
        "Da": 11.984978675842285,
        "E_coh": 0.41040319204330444,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.94,
              48.47
            ],
            [
              -79.92,
              48.47
            ],
            [
              -79.92,
              48.46
            ],
            [
              -79.9,
              48.44
            ],
            [
              -79.89,
              48.44
            ],
            [
              -79.89,
              48.43
            ],
            [
              -79.87,
              48.41
            ],
            [
              -79.83,
              48.4
            ],
            [
              -79.81,
              48.38
            ],
            [
              -79.81,
              48.36
            ],
            [
              -79.82,
              48.34
            ],
            [
              -79.83,
              48.34
            ],
            [
              -79.86,
              48.37
            ],
            [
              -79.89,
              48.37
            ],
            [
              -79.88,
              48.38
            ],
            [
              -79.9,
              48.41
            ],
            [
              -79.92,
              48.39
            ],
            [
              -79.92,
              48.35
            ],
            [
              -79.91,
              48.34
            ],
            [
              -79.89,
              48.35
            ],
            [
              -79.87,
              48.34
            ],
            [
              -79.88,
              48.33
            ],
            [
              -79.88,
              48.31
            ],
            [
              -79.9,
              48.27
            ],
            [
              -79.92,
              48.25
            ],
            [
              -79.96,
              48.24
            ],
            [
              -79.98,
              48.26
            ],
            [
              -79.97,
              48.28
            ],
            [
              -79.98,
              48.29
            ],
            [
              -79.97,
              48.38
            ],
            [
              -79.99,
              48.4
            ],
            [
              -79.99,
              48.44
            ],
            [
              -79.98,
              48.44
            ],
            [
              -79.97,
              48.46
            ],
            [
              -79.95,
              48.46
            ],
            [
              -79.94,
              48.47
            ]
          ]
        ]
      },
      "raw_probability": 0.3576,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "bd1ca70559946f1aae0c16c8c73b32e309ca426ec759b64e98358cd0167646f1",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3576,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a104c586aad4122e86534822f294d2d436aba407f9443b6d37d4f8892bcd32d"
      },
      "receipt_sha256": "3a104c586aad4122e86534822f294d2d436aba407f9443b6d37d4f8892bcd32d"
    },
    {
      "storm_id": "27798",
      "lat": 41.4878,
      "lon": -84.8344,
      "motion_east": 9.9,
      "motion_south": 1.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1534.0,
      "ebshear": 35.0,
      "srh01": 242.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 242.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4391
        },
        {
          "name": "alignment",
          "value": 2.4893
        },
        {
          "name": "tau",
          "value": 1.8264
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.356
      },
      "coherence_score": 1.8263801336288452,
      "coherence_diagnostics": {
        "tau": 1.8263801336288452,
        "grad_tau": 0.21776992082595825,
        "torsion": 0.0,
        "alignment": 2.489302396774292,
        "S_field": 0.9892519116401672,
        "Gamma_field": 0.41156822443008423,
        "S_over_Gamma": 2.403615951538086,
        "Da": 22.35860824584961,
        "E_coh": 0.9219056367874146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.83,
              41.52
            ],
            [
              -84.79,
              41.5
            ],
            [
              -84.79,
              41.46
            ],
            [
              -84.81,
              41.44
            ],
            [
              -84.88,
              41.44
            ],
            [
              -84.88,
              41.49
            ],
            [
              -84.86,
              41.51
            ],
            [
              -84.84,
              41.51
            ],
            [
              -84.83,
              41.52
            ]
          ]
        ]
      },
      "raw_probability": 0.356,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "3dae10c30ab1f41a4f50eac28274de049d3a07937374c9366285c613c31f646f",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.356,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b928a41955e597f88471e18050b239f44bcce7e6a4d83cd9b8b140b2cf91dda8"
      },
      "receipt_sha256": "b928a41955e597f88471e18050b239f44bcce7e6a4d83cd9b8b140b2cf91dda8"
    },
    {
      "storm_id": "28389",
      "lat": 41.8488,
      "lon": -84.9188,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1944.0,
      "ebshear": 35.0,
      "srh01": 215.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 215.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5641
        },
        {
          "name": "alignment",
          "value": -1.9085
        },
        {
          "name": "tau",
          "value": 1.767
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3541
      },
      "coherence_score": 1.7670433521270752,
      "coherence_diagnostics": {
        "tau": 1.7670433521270752,
        "grad_tau": 0.2741527259349823,
        "torsion": 0.0,
        "alignment": -1.908494234085083,
        "S_field": 0.6137175559997559,
        "Gamma_field": 0.48823487758636475,
        "S_over_Gamma": 1.257012963294983,
        "Da": 26.234474182128906,
        "E_coh": 0.8651933670043945,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.89,
              41.91
            ],
            [
              -84.87,
              41.91
            ],
            [
              -84.86,
              41.9
            ],
            [
              -84.86,
              41.84
            ],
            [
              -84.87,
              41.83
            ],
            [
              -84.89,
              41.83
            ],
            [
              -84.91,
              41.81
            ],
            [
              -84.91,
              41.77
            ],
            [
              -84.98,
              41.77
            ],
            [
              -84.99,
              41.78
            ],
            [
              -84.99,
              41.83
            ],
            [
              -84.98,
              41.84
            ],
            [
              -84.96,
              41.84
            ],
            [
              -84.94,
              41.86
            ],
            [
              -84.93,
              41.9
            ],
            [
              -84.9,
              41.9
            ],
            [
              -84.89,
              41.91
            ]
          ]
        ]
      },
      "raw_probability": 0.3541,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "34a0481af4e5d8cf9fd621dcca3f3a09741eea8a744614c23a9d35daa0f95191",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3541,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d084ad97c58c6d5c160140b05f4d3fa604a794eac4aae5f158e92cfdf73167b4"
      },
      "receipt_sha256": "d084ad97c58c6d5c160140b05f4d3fa604a794eac4aae5f158e92cfdf73167b4"
    },
    {
      "storm_id": "26875",
      "lat": 39.7289,
      "lon": -93.7611,
      "motion_east": 9.6,
      "motion_south": 6.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1389.0,
      "ebshear": 37.0,
      "srh01": 56.0,
      "maxllaz": 0.003,
      "mesh": 0.5,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4391
        },
        {
          "name": "alignment",
          "value": -17.7621
        },
        {
          "name": "tau",
          "value": 1.228
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3533
      },
      "coherence_score": 1.2279963493347168,
      "coherence_diagnostics": {
        "tau": 1.2279963493347168,
        "grad_tau": 0.12118449807167053,
        "torsion": 0.0,
        "alignment": -17.76214027404785,
        "S_field": 0.39766520261764526,
        "Gamma_field": 0.19823485612869263,
        "S_over_Gamma": 2.006030559539795,
        "Da": 11.045354843139648,
        "E_coh": 0.5945537090301514,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.77,
              39.77
            ],
            [
              -93.75,
              39.77
            ],
            [
              -93.72,
              39.74
            ],
            [
              -93.71,
              39.7
            ],
            [
              -93.73,
              39.68
            ],
            [
              -93.78,
              39.68
            ],
            [
              -93.81,
              39.71
            ],
            [
              -93.81,
              39.74
            ],
            [
              -93.77,
              39.77
            ]
          ]
        ]
      },
      "raw_probability": 0.3533,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "72a3f251f77f457b48e637ecc841064fdefcf26dc0bbafb002c57f2a07ec772a",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3533,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9e996891210c3043a99df07f7f935f01cc75f6f994fea7fe4998de54924a34e"
      },
      "receipt_sha256": "d9e996891210c3043a99df07f7f935f01cc75f6f994fea7fe4998de54924a34e"
    },
    {
      "storm_id": "28306",
      "lat": 41.5867,
      "lon": -92.3267,
      "motion_east": 7.6,
      "motion_south": 6.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 387.0,
      "ebshear": 48.0,
      "srh01": 83.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5641
        },
        {
          "name": "alignment",
          "value": 4.7751
        },
        {
          "name": "tau",
          "value": 1.307
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3518
      },
      "coherence_score": 1.3070223331451416,
      "coherence_diagnostics": {
        "tau": 1.3070223331451416,
        "grad_tau": 0.01759515143930912,
        "torsion": 0.0,
        "alignment": 4.775149345397949,
        "S_field": 0.2069515436887741,
        "Gamma_field": 0.18073485791683197,
        "S_over_Gamma": 1.1450560092926025,
        "Da": 9.277021408081055,
        "E_coh": 0.7850757241249084,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.36,
              41.67
            ],
            [
              -92.3,
              41.67
            ],
            [
              -92.3,
              41.61
            ],
            [
              -92.27,
              41.58
            ],
            [
              -92.26,
              41.58
            ],
            [
              -92.26,
              41.5
            ],
            [
              -92.34,
              41.5
            ],
            [
              -92.36,
              41.51
            ],
            [
              -92.36,
              41.52
            ],
            [
              -92.32,
              41.53
            ],
            [
              -92.3,
              41.56
            ],
            [
              -92.35,
              41.62
            ],
            [
              -92.38,
              41.62
            ],
            [
              -92.38,
              41.66
            ],
            [
              -92.36,
              41.67
            ]
          ]
        ]
      },
      "raw_probability": 0.3518,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "b49158a8e6b7fb20f7e6cca3e54a73330cf1e1b5bd578bcc4d4493a503825184",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3518,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0674a3ff3f68e040247bfadcbaf3f54071b58113ac1a41462db2ed2b6089a48"
      },
      "receipt_sha256": "e0674a3ff3f68e040247bfadcbaf3f54071b58113ac1a41462db2ed2b6089a48"
    },
    {
      "storm_id": "28493",
      "lat": 41.6861,
      "lon": -92.5776,
      "motion_east": 7.8,
      "motion_south": 7.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 355.0,
      "ebshear": 48.0,
      "srh01": 72.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5641
        },
        {
          "name": "alignment",
          "value": 4.7751
        },
        {
          "name": "tau",
          "value": 1.307
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3494
      },
      "coherence_score": 1.3070223331451416,
      "coherence_diagnostics": {
        "tau": 1.3070223331451416,
        "grad_tau": 0.01759515143930912,
        "torsion": 0.0,
        "alignment": 4.775149345397949,
        "S_field": 0.2069515436887741,
        "Gamma_field": 0.18073485791683197,
        "S_over_Gamma": 1.1450560092926025,
        "Da": 9.277021408081055,
        "E_coh": 0.7850757241249084,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.64,
              41.77
            ],
            [
              -92.63,
              41.77
            ],
            [
              -92.62,
              41.77
            ],
            [
              -92.61,
              41.77
            ],
            [
              -92.6,
              41.77
            ],
            [
              -92.59,
              41.77
            ],
            [
              -92.58,
              41.77
            ],
            [
              -92.57,
              41.77
            ],
            [
              -92.56,
              41.77
            ],
            [
              -92.55,
              41.77
            ],
            [
              -92.54,
              41.76
            ],
            [
              -92.53,
              41.75
            ],
            [
              -92.53,
              41.74
            ],
            [
              -92.53,
              41.73
            ],
            [
              -92.52,
              41.72
            ],
            [
              -92.51,
              41.72
            ],
            [
              -92.5,
              41.72
            ],
            [
              -92.49,
              41.72
            ],
            [
              -92.48,
              41.72
            ],
            [
              -92.47,
              41.72
            ],
            [
              -92.47,
              41.71
            ],
            [
              -92.47,
              41.7
            ],
            [
              -92.47,
              41.69
            ],
            [
              -92.47,
              41.68
            ],
            [
              -92.46,
              41.67
            ],
            [
              -92.45,
              41.67
            ],
            [
              -92.46,
              41.66
            ],
            [
              -92.45,
              41.65
            ],
            [
              -92.46,
              41.65
            ],
            [
              -92.47,
              41.66
            ],
            [
              -92.47,
              41.67
            ],
            [
              -92.47,
              41.68
            ],
            [
              -92.48,
              41.69
            ],
            [
              -92.49,
              41.69
            ],
            [
              -92.5,
              41.69
            ],
            [
              -92.51,
              41.7
            ],
            [
              -92.52,
              41.7
            ],
            [
              -92.53,
              41.7
            ],
            [
              -92.54,
              41.7
            ],
            [
              -92.55,
              41.7
            ],
            [
              -92.56,
              41.69
            ],
            [
              -92.57,
              41.68
            ],
            [
              -92.58,
              41.68
            ],
            [
              -92.59,
              41.68
            ],
            [
              -92.6,
              41.67
            ],
            [
              -92.61,
              41.66
            ],
            [
              -92.61,
              41.65
            ],
            [
              -92.6,
              41.64
            ],
            [
              -92.6,
              41.63
            ],
            [
              -92.6,
              41.62
            ],
            [
              -92.6,
              41.61
            ],
            [
              -92.6,
              41.6
            ],
            [
              -92.61,
              41.59
            ],
            [
              -92.62,
              41.59
            ],
            [
              -92.63,
              41.59
            ],
            [
              -92.64,
              41.59
            ],
            [
              -92.65,
              41.59
            ],
            [
              -92.66,
              41.59
            ],
            [
              -92.67,
              41.59
            ],
            [
              -92.68,
              41.59
            ],
            [
              -92.68,
              41.6
            ],
            [
              -92.68,
              41.61
            ],
            [
              -92.68,
              41.62
            ],
            [
              -92.68,
              41.63
            ],
            [
              -92.68,
              41.64
            ],
            [
              -92.68,
              41.65
            ],
            [
              -92.68,
              41.66
            ],
            [
              -92.68,
              41.67
            ],
            [
              -92.67,
              41.68
            ],
            [
              -92.66,
              41.68
            ],
            [
              -92.65,
              41.69
            ],
            [
              -92.65,
              41.7
            ],
            [
              -92.65,
              41.71
            ],
            [
              -92.65,
              41.72
            ],
            [
              -92.65,
              41.73
            ],
            [
              -92.65,
              41.74
            ],
            [
              -92.65,
              41.75
            ],
            [
              -92.65,
              41.76
            ],
            [
              -92.64,
              41.77
            ]
          ]
        ]
      },
      "raw_probability": 0.3494,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "727add0c3394397935ff377fedacdb3f9b7e77326734fd5f7b527d0a92e85d4c",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3494,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97ddfd2a822a66b5c8f307100f83c121eb822f3ff4c63429ba227e3ae2c8cb28"
      },
      "receipt_sha256": "97ddfd2a822a66b5c8f307100f83c121eb822f3ff4c63429ba227e3ae2c8cb28"
    },
    {
      "storm_id": "28314",
      "lat": 39.9994,
      "lon": -93.8335,
      "motion_east": 9.7,
      "motion_south": 7.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2086.0,
      "ebshear": 31.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4391
        },
        {
          "name": "alignment",
          "value": -17.7621
        },
        {
          "name": "tau",
          "value": 1.228
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3374
      },
      "coherence_score": 1.2279963493347168,
      "coherence_diagnostics": {
        "tau": 1.2279963493347168,
        "grad_tau": 0.12118449807167053,
        "torsion": 0.0,
        "alignment": -17.76214027404785,
        "S_field": 0.39766520261764526,
        "Gamma_field": 0.19823485612869263,
        "S_over_Gamma": 2.006030559539795,
        "Da": 11.045354843139648,
        "E_coh": 0.5945537090301514,
        "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": [
          [
            [
              -93.93,
              40.09
            ],
            [
              -93.89,
              40.08
            ],
            [
              -93.87,
              40.05
            ],
            [
              -93.79,
              40.05
            ],
            [
              -93.76,
              40.02
            ],
            [
              -93.76,
              40.0
            ],
            [
              -93.77,
              39.99
            ],
            [
              -93.72,
              39.93
            ],
            [
              -93.71,
              39.89
            ],
            [
              -93.74,
              39.87
            ],
            [
              -93.77,
              39.87
            ],
            [
              -93.86,
              39.96
            ],
            [
              -93.87,
              40.0
            ],
            [
              -93.89,
              40.02
            ],
            [
              -93.94,
              40.02
            ],
            [
              -93.97,
              40.06
            ],
            [
              -93.93,
              40.09
            ]
          ]
        ]
      },
      "raw_probability": 0.3374,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a6d43455466914cdc10854b477b03f9977c612e5df0a452f4ae101f907ffca8b",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3374,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7bc4c8b71f1cd4e736d7d76867c53c97d3196422e4a09470583c7d29121511f3"
      },
      "receipt_sha256": "7bc4c8b71f1cd4e736d7d76867c53c97d3196422e4a09470583c7d29121511f3"
    },
    {
      "storm_id": "28478",
      "lat": 37.392,
      "lon": -81.174,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1536.0,
      "ebshear": 13.0,
      "srh01": 132.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5641
        },
        {
          "name": "alignment",
          "value": 3.2541
        },
        {
          "name": "tau",
          "value": 1.6606
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3269
      },
      "coherence_score": 1.6606217622756958,
      "coherence_diagnostics": {
        "tau": 1.6606217622756958,
        "grad_tau": 0.24007964134216309,
        "torsion": 0.0,
        "alignment": 3.254072666168213,
        "S_field": 0.4499082565307617,
        "Gamma_field": 0.29656821489334106,
        "S_over_Gamma": 1.5170481204986572,
        "Da": 19.48914337158203,
        "E_coh": 0.5023269057273865,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.19,
              37.43
            ],
            [
              -81.15,
              37.43
            ],
            [
              -81.14,
              37.41
            ],
            [
              -81.14,
              37.38
            ],
            [
              -81.15,
              37.36
            ],
            [
              -81.17,
              37.35
            ],
            [
              -81.2,
              37.35
            ],
            [
              -81.2,
              37.38
            ],
            [
              -81.21,
              37.4
            ],
            [
              -81.19,
              37.43
            ]
          ]
        ]
      },
      "raw_probability": 0.3269,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "3b3fa8dc177b1d5673f1f8c8691ab5c5c25563a12052a40684c88724fd265bd1",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3269,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2fead06e58e6bc04865fa9fe9fb9f454f09f691fc1b8532e3a3edf7c0c4fa46e"
      },
      "receipt_sha256": "2fead06e58e6bc04865fa9fe9fb9f454f09f691fc1b8532e3a3edf7c0c4fa46e"
    },
    {
      "storm_id": "28274",
      "lat": 48.1711,
      "lon": -79.8322,
      "motion_east": 8.3,
      "motion_south": 3.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 103.0,
      "ebshear": 15.0,
      "srh01": 191.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 191.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3141
        },
        {
          "name": "alignment",
          "value": -9.4849
        },
        {
          "name": "tau",
          "value": 0.6032
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3176
      },
      "coherence_score": 0.6032141447067261,
      "coherence_diagnostics": {
        "tau": 0.6032141447067261,
        "grad_tau": 0.45517462491989136,
        "torsion": 0.0,
        "alignment": -9.484882354736328,
        "S_field": 0.3957903981208801,
        "Gamma_field": 0.16573487222194672,
        "S_over_Gamma": 2.3880937099456787,
        "Da": 10.029986381530762,
        "E_coh": 0.867684543132782,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.83,
              48.23
            ],
            [
              -79.79,
              48.21
            ],
            [
              -79.78,
              48.17
            ],
            [
              -79.81,
              48.13
            ],
            [
              -79.83,
              48.12
            ],
            [
              -79.86,
              48.12
            ],
            [
              -79.88,
              48.14
            ],
            [
              -79.88,
              48.19
            ],
            [
              -79.83,
              48.23
            ]
          ]
        ]
      },
      "raw_probability": 0.3176,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e23703b366db446e9695b72a440dac470e0c6ff21dbb67e71d60f51f6b38201f",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3176,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "563049d56beadd9f876c7e4436616210e4be85a76e36ad57de3e806cd4b0a840"
      },
      "receipt_sha256": "563049d56beadd9f876c7e4436616210e4be85a76e36ad57de3e806cd4b0a840"
    },
    {
      "storm_id": "28421",
      "lat": 37.0376,
      "lon": -73.6694,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2806.0,
      "ebshear": 21.0,
      "srh01": 104.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9391
        },
        {
          "name": "alignment",
          "value": 2.3627
        },
        {
          "name": "tau",
          "value": 2.2158
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3076
      },
      "coherence_score": 2.215803623199463,
      "coherence_diagnostics": {
        "tau": 2.215803623199463,
        "grad_tau": 0.9570978283882141,
        "torsion": 0.0,
        "alignment": 2.362725019454956,
        "S_field": 0.3756231367588043,
        "Gamma_field": 0.3940682113170624,
        "S_over_Gamma": 0.953193187713623,
        "Da": 23.20488739013672,
        "E_coh": 0.9538559913635254,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.64,
              37.08
            ],
            [
              -73.62,
              37.08
            ],
            [
              -73.58,
              37.06
            ],
            [
              -73.58,
              37.01
            ],
            [
              -73.59,
              37.0
            ],
            [
              -73.65,
              37.01
            ],
            [
              -73.67,
              37.03
            ],
            [
              -73.71,
              37.01
            ],
            [
              -73.74,
              37.01
            ],
            [
              -73.76,
              37.02
            ],
            [
              -73.76,
              37.03
            ],
            [
              -73.73,
              37.03
            ],
            [
              -73.72,
              37.04
            ],
            [
              -73.68,
              37.03
            ],
            [
              -73.67,
              37.05
            ],
            [
              -73.64,
              37.07
            ],
            [
              -73.64,
              37.08
            ]
          ]
        ]
      },
      "raw_probability": 0.3076,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "ed418db4a8151820559701f5e92e565bce308b8e32c5a3191ece4be74a5c6e8f",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3076,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64ed0491241ee4f1428818202307e22bc5d12da0ec15f8089f10f73ebd23e4df"
      },
      "receipt_sha256": "64ed0491241ee4f1428818202307e22bc5d12da0ec15f8089f10f73ebd23e4df"
    },
    {
      "storm_id": "28126",
      "lat": 49.1062,
      "lon": -79.9324,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 394.0,
      "ebshear": 8.0,
      "srh01": 217.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 217.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0641
        },
        {
          "name": "alignment",
          "value": -7.3951
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3053
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5745751857757568,
        "torsion": 0.0,
        "alignment": -7.39512825012207,
        "S_field": 0.33967679738998413,
        "Gamma_field": 0.47240152955055237,
        "S_over_Gamma": 0.7190425395965576,
        "Da": 28.050491333007812,
        "E_coh": 0.4680434763431549,
        "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": [
          [
            [
              -79.88,
              49.21
            ],
            [
              -79.84,
              49.21
            ],
            [
              -79.82,
              49.18
            ],
            [
              -79.82,
              49.16
            ],
            [
              -79.88,
              49.1
            ],
            [
              -79.91,
              49.04
            ],
            [
              -79.92,
              49.0
            ],
            [
              -79.95,
              48.97
            ],
            [
              -79.99,
              48.95
            ],
            [
              -80.04,
              48.95
            ],
            [
              -80.06,
              48.99
            ],
            [
              -80.03,
              49.05
            ],
            [
              -80.0,
              49.08
            ],
            [
              -80.0,
              49.14
            ],
            [
              -79.99,
              49.15
            ],
            [
              -79.95,
              49.14
            ],
            [
              -79.93,
              49.16
            ],
            [
              -79.91,
              49.16
            ],
            [
              -79.89,
              49.18
            ],
            [
              -79.89,
              49.2
            ],
            [
              -79.88,
              49.21
            ]
          ]
        ]
      },
      "raw_probability": 0.3053,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "98b392876f83f59de26cbbde4caab2dc197d22386058b57089da14468b9c723b",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3053,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ed93e19f6b5fe1f2155b8ce051ff8fb6b2fecf1e3e7d8fef3754f9be4530a49"
      },
      "receipt_sha256": "9ed93e19f6b5fe1f2155b8ce051ff8fb6b2fecf1e3e7d8fef3754f9be4530a49"
    },
    {
      "storm_id": "28497",
      "lat": 40.7214,
      "lon": -88.6971,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1726.0,
      "ebshear": 39.0,
      "srh01": 146.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 146.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9391
        },
        {
          "name": "alignment",
          "value": 5.5925
        },
        {
          "name": "tau",
          "value": 1.0059
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3021
      },
      "coherence_score": 1.0058609247207642,
      "coherence_diagnostics": {
        "tau": 1.0058609247207642,
        "grad_tau": 0.13688211143016815,
        "torsion": 0.0,
        "alignment": 5.592470645904541,
        "S_field": 0.4654931426048279,
        "Gamma_field": 0.9765682220458984,
        "S_over_Gamma": 0.47666218876838684,
        "Da": 53.55424499511719,
        "E_coh": 0.2156209796667099,
        "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": [
          [
            [
              -88.72,
              40.77
            ],
            [
              -88.64,
              40.77
            ],
            [
              -88.64,
              40.68
            ],
            [
              -88.66,
              40.66
            ],
            [
              -88.75,
              40.66
            ],
            [
              -88.75,
              40.74
            ],
            [
              -88.72,
              40.77
            ]
          ]
        ]
      },
      "raw_probability": 0.3021,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "729ee86762ea8e81d1b560da49c843700e634938e0f1a95078e035e0e049cbb4",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.3021,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21b2e42b7527f3780c1279e053df167c4131c5fc4ad0ce9f9b2a1b16bc1f7dca"
      },
      "receipt_sha256": "21b2e42b7527f3780c1279e053df167c4131c5fc4ad0ce9f9b2a1b16bc1f7dca"
    },
    {
      "storm_id": "28173",
      "lat": 41.6189,
      "lon": -86.0656,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1941.0,
      "ebshear": 29.0,
      "srh01": 258.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 258.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6891
        },
        {
          "name": "alignment",
          "value": 6.933
        },
        {
          "name": "tau",
          "value": 1.4663
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2981
      },
      "coherence_score": 1.4662814140319824,
      "coherence_diagnostics": {
        "tau": 1.4662814140319824,
        "grad_tau": 0.20400628447532654,
        "torsion": 0.0,
        "alignment": 6.9329657554626465,
        "S_field": 0.46070390939712524,
        "Gamma_field": 0.8507348895072937,
        "S_over_Gamma": 0.5415363907814026,
        "Da": 45.053096771240234,
        "E_coh": 0.4323430359363556,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.11,
              41.65
            ],
            [
              -86.03,
              41.65
            ],
            [
              -86.01,
              41.63
            ],
            [
              -86.01,
              41.6
            ],
            [
              -86.03,
              41.58
            ],
            [
              -86.06,
              41.57
            ],
            [
              -86.11,
              41.61
            ],
            [
              -86.12,
              41.63
            ],
            [
              -86.11,
              41.65
            ]
          ]
        ]
      },
      "raw_probability": 0.2981,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "40aab77834f30391eb8072142c52dfee310663bc36b47f6dcd7e21e956b8c426",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2981,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "811dfd40599aa0da887bd4ec3445222b7b166da5b333a39b029b7995346b98fd"
      },
      "receipt_sha256": "811dfd40599aa0da887bd4ec3445222b7b166da5b333a39b029b7995346b98fd"
    },
    {
      "storm_id": "28451",
      "lat": 41.7525,
      "lon": -85.9508,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1908.0,
      "ebshear": 30.0,
      "srh01": 229.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 229.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6891
        },
        {
          "name": "alignment",
          "value": 6.933
        },
        {
          "name": "tau",
          "value": 1.4663
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2981
      },
      "coherence_score": 1.4662814140319824,
      "coherence_diagnostics": {
        "tau": 1.4662814140319824,
        "grad_tau": 0.20400628447532654,
        "torsion": 0.0,
        "alignment": 6.9329657554626465,
        "S_field": 0.46070390939712524,
        "Gamma_field": 0.8507348895072937,
        "S_over_Gamma": 0.5415363907814026,
        "Da": 45.053096771240234,
        "E_coh": 0.4323430359363556,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.94,
              41.79
            ],
            [
              -85.92,
              41.79
            ],
            [
              -85.89,
              41.77
            ],
            [
              -85.89,
              41.73
            ],
            [
              -85.94,
              41.7
            ],
            [
              -85.96,
              41.71
            ],
            [
              -85.99,
              41.71
            ],
            [
              -86.0,
              41.72
            ],
            [
              -86.01,
              41.76
            ],
            [
              -85.98,
              41.78
            ],
            [
              -85.95,
              41.78
            ],
            [
              -85.94,
              41.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2981,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "40aab77834f30391eb8072142c52dfee310663bc36b47f6dcd7e21e956b8c426",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2981,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "811dfd40599aa0da887bd4ec3445222b7b166da5b333a39b029b7995346b98fd"
      },
      "receipt_sha256": "811dfd40599aa0da887bd4ec3445222b7b166da5b333a39b029b7995346b98fd"
    },
    {
      "storm_id": "28498",
      "lat": 40.6037,
      "lon": -95.3125,
      "motion_east": 8.8,
      "motion_south": 4.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 879.0,
      "ebshear": 38.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5641
        },
        {
          "name": "alignment",
          "value": -9.7017
        },
        {
          "name": "tau",
          "value": 1.1232
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2955
      },
      "coherence_score": 1.1232426166534424,
      "coherence_diagnostics": {
        "tau": 1.1232426166534424,
        "grad_tau": 0.16525107622146606,
        "torsion": 0.0,
        "alignment": -9.70170783996582,
        "S_field": 0.2900407612323761,
        "Gamma_field": 0.24073486030101776,
        "S_over_Gamma": 1.204814076423645,
        "Da": 13.245027542114258,
        "E_coh": 0.4741208851337433,
        "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": [
          [
            [
              -95.3,
              40.64
            ],
            [
              -95.28,
              40.62
            ],
            [
              -95.28,
              40.59
            ],
            [
              -95.3,
              40.57
            ],
            [
              -95.34,
              40.57
            ],
            [
              -95.35,
              40.58
            ],
            [
              -95.35,
              40.62
            ],
            [
              -95.3,
              40.64
            ]
          ]
        ]
      },
      "raw_probability": 0.2955,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "2cfb788caf735c5923a37c2a66071c5d5938f0e58191585441f715a842566b11",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2955,
        "probability": 0.003264,
        "confidence_lo": 0.00316,
        "confidence_hi": 0.003264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f2fc912c0fffdc0be11f5d34d357e421b09fea48b7476c4196dc7042da36d0e"
      },
      "receipt_sha256": "1f2fc912c0fffdc0be11f5d34d357e421b09fea48b7476c4196dc7042da36d0e"
    },
    {
      "storm_id": "28101",
      "lat": 37.2944,
      "lon": -75.4478,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1779.0,
      "ebshear": 19.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8141
        },
        {
          "name": "alignment",
          "value": -12.948
        },
        {
          "name": "tau",
          "value": 1.2641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2906
      },
      "coherence_score": 1.2641452550888062,
      "coherence_diagnostics": {
        "tau": 1.2641452550888062,
        "grad_tau": 0.18510353565216064,
        "torsion": 0.0,
        "alignment": -12.947999000549316,
        "S_field": 0.3979022204875946,
        "Gamma_field": 0.9332348704338074,
        "S_over_Gamma": 0.426368772983551,
        "Da": 56.98177719116211,
        "E_coh": 0.40619945526123047,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.45,
              37.32
            ],
            [
              -75.43,
              37.32
            ],
            [
              -75.42,
              37.31
            ],
            [
              -75.42,
              37.27
            ],
            [
              -75.43,
              37.26
            ],
            [
              -75.47,
              37.27
            ],
            [
              -75.47,
              37.28
            ],
            [
              -75.49,
              37.3
            ],
            [
              -75.45,
              37.32
            ]
          ]
        ]
      },
      "raw_probability": 0.2906,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "bd8e845eb491dd58ddc1a048d64f8ec74f02b9d4fa394dee04ad477bbe776491",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2906,
        "probability": 0.003185,
        "confidence_lo": 0.002433,
        "confidence_hi": 0.003187,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "038c7c7ea84f3b84ecad9dbd2e6229985b418c27368bc63a60956c5ee3af13b0"
      },
      "receipt_sha256": "038c7c7ea84f3b84ecad9dbd2e6229985b418c27368bc63a60956c5ee3af13b0"
    },
    {
      "storm_id": "28200",
      "lat": 34.555,
      "lon": -75.717,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4596.0,
      "ebshear": 12.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9391
        },
        {
          "name": "alignment",
          "value": -4.1538
        },
        {
          "name": "tau",
          "value": 3.4497
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2801
      },
      "coherence_score": 3.4496631622314453,
      "coherence_diagnostics": {
        "tau": 3.4496631622314453,
        "grad_tau": 0.9759908318519592,
        "torsion": 0.0,
        "alignment": -4.1537675857543945,
        "S_field": 1.3292161226272583,
        "Gamma_field": 0.17073486745357513,
        "S_over_Gamma": 7.785264492034912,
        "Da": 10.896981239318848,
        "E_coh": 0.9243146777153015,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.73,
              34.6
            ],
            [
              -75.71,
              34.6
            ],
            [
              -75.7,
              34.59
            ],
            [
              -75.7,
              34.57
            ],
            [
              -75.67,
              34.54
            ],
            [
              -75.67,
              34.47
            ],
            [
              -75.71,
              34.48
            ],
            [
              -75.77,
              34.54
            ],
            [
              -75.78,
              34.56
            ],
            [
              -75.73,
              34.6
            ]
          ]
        ]
      },
      "raw_probability": 0.2801,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "998bcbb7f3253c068e95f068284f1c450c0fcc915ae64e773aaee7f339e6f17f",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2801,
        "probability": 0.002676,
        "confidence_lo": 0.002433,
        "confidence_hi": 0.002676,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "125b532f4374d7055eca139865f4737de4c9523f0f8337192ef296b6512d0e23"
      },
      "receipt_sha256": "125b532f4374d7055eca139865f4737de4c9523f0f8337192ef296b6512d0e23"
    },
    {
      "storm_id": "28410",
      "lat": 45.9609,
      "lon": -77.6245,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 1.0,
      "srh01": 226.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 226.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9391
        },
        {
          "name": "alignment",
          "value": -1.0055
        },
        {
          "name": "tau",
          "value": 1.4549
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2778
      },
      "coherence_score": 1.4549150466918945,
      "coherence_diagnostics": {
        "tau": 1.4549150466918945,
        "grad_tau": 0.1836889684200287,
        "torsion": 0.0,
        "alignment": -1.0054655075073242,
        "S_field": 0.4321419596672058,
        "Gamma_field": 0.17156819999217987,
        "S_over_Gamma": 2.5187766551971436,
        "Da": 10.00132942199707,
        "E_coh": 0.8405216932296753,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.62,
              46.0
            ],
            [
              -77.57,
              46.0
            ],
            [
              -77.57,
              45.97
            ],
            [
              -77.58,
              45.97
            ],
            [
              -77.62,
              45.92
            ],
            [
              -77.64,
              45.91
            ],
            [
              -77.68,
              45.91
            ],
            [
              -77.67,
              45.95
            ],
            [
              -77.66,
              45.95
            ],
            [
              -77.64,
              45.99
            ],
            [
              -77.62,
              46.0
            ]
          ]
        ]
      },
      "raw_probability": 0.2778,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "49ff8d10adb6c65ca331d577f330844ece336b3874563b01068dc36860f71f6d",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2778,
        "probability": 0.002676,
        "confidence_lo": 0.002433,
        "confidence_hi": 0.002676,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b24e9ef52c4579de16004133e40d7cd35eb983787a33cb609b948adb0e20bac5"
      },
      "receipt_sha256": "b24e9ef52c4579de16004133e40d7cd35eb983787a33cb609b948adb0e20bac5"
    },
    {
      "storm_id": "28265",
      "lat": 37.5025,
      "lon": -73.74,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2015.0,
      "ebshear": 22.0,
      "srh01": 116.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9391
        },
        {
          "name": "alignment",
          "value": 6.0975
        },
        {
          "name": "tau",
          "value": 1.5695
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2731
      },
      "coherence_score": 1.5694835186004639,
      "coherence_diagnostics": {
        "tau": 1.5694835186004639,
        "grad_tau": 0.5180646181106567,
        "torsion": 0.0,
        "alignment": 6.097525596618652,
        "S_field": 0.22820112109184265,
        "Gamma_field": 1.0107349157333374,
        "S_over_Gamma": 0.22577741742134094,
        "Da": 60.044960021972656,
        "E_coh": 0.4697795510292053,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.73,
              37.54
            ],
            [
              -73.71,
              37.52
            ],
            [
              -73.71,
              37.48
            ],
            [
              -73.72,
              37.47
            ],
            [
              -73.77,
              37.47
            ],
            [
              -73.78,
              37.48
            ],
            [
              -73.77,
              37.52
            ],
            [
              -73.73,
              37.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2731,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "719e3386f2af07173805448170e2cef44c8455d3dcc265406c78e7785b7696da",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2731,
        "probability": 0.002676,
        "confidence_lo": 0.002433,
        "confidence_hi": 0.002676,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "baae61497a8f72af90f4d27aaaed385bb5a74f9bc64e052ff564c7b14b0f21f5"
      },
      "receipt_sha256": "baae61497a8f72af90f4d27aaaed385bb5a74f9bc64e052ff564c7b14b0f21f5"
    },
    {
      "storm_id": "28238",
      "lat": 34.45,
      "lon": -75.9489,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4622.0,
      "ebshear": 13.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9391
        },
        {
          "name": "alignment",
          "value": -4.1538
        },
        {
          "name": "tau",
          "value": 3.4497
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.267
      },
      "coherence_score": 3.4496631622314453,
      "coherence_diagnostics": {
        "tau": 3.4496631622314453,
        "grad_tau": 0.9759908318519592,
        "torsion": 0.0,
        "alignment": -4.1537675857543945,
        "S_field": 1.3292161226272583,
        "Gamma_field": 0.17073486745357513,
        "S_over_Gamma": 7.785264492034912,
        "Da": 10.896981239318848,
        "E_coh": 0.9243146777153015,
        "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": [
          [
            [
              -75.94,
              34.49
            ],
            [
              -75.92,
              34.49
            ],
            [
              -75.91,
              34.48
            ],
            [
              -75.91,
              34.42
            ],
            [
              -75.94,
              34.4
            ],
            [
              -75.99,
              34.4
            ],
            [
              -76.0,
              34.42
            ],
            [
              -75.99,
              34.46
            ],
            [
              -75.94,
              34.49
            ]
          ]
        ]
      },
      "raw_probability": 0.267,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "7ac2e3a801dfabef6ce47e26d91fb7197d7e3ae01dcf65203594d95c153764bc",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.267,
        "probability": 0.002676,
        "confidence_lo": 0.002433,
        "confidence_hi": 0.002676,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97ea111f119fc1080daa1c42dc7e0e72541d7be8cb06726792a205e56d492cee"
      },
      "receipt_sha256": "97ea111f119fc1080daa1c42dc7e0e72541d7be8cb06726792a205e56d492cee"
    },
    {
      "storm_id": "27873",
      "lat": 40.1845,
      "lon": -92.5236,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 801.0,
      "ebshear": 39.0,
      "srh01": 135.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4391
        },
        {
          "name": "alignment",
          "value": -6.7101
        },
        {
          "name": "tau",
          "value": 1.3026
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2649
      },
      "coherence_score": 1.3025543689727783,
      "coherence_diagnostics": {
        "tau": 1.3025543689727783,
        "grad_tau": 0.04896214231848717,
        "torsion": 0.0,
        "alignment": -6.710137367248535,
        "S_field": 0.36755508184432983,
        "Gamma_field": 0.1932348608970642,
        "S_over_Gamma": 1.902115821838379,
        "Da": 10.487700462341309,
        "E_coh": 0.46293213963508606,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.55,
              40.22
            ],
            [
              -92.51,
              40.21
            ],
            [
              -92.5,
              40.2
            ],
            [
              -92.49,
              40.18
            ],
            [
              -92.49,
              40.15
            ],
            [
              -92.5,
              40.14
            ],
            [
              -92.52,
              40.15
            ],
            [
              -92.53,
              40.17
            ],
            [
              -92.56,
              40.18
            ],
            [
              -92.56,
              40.21
            ],
            [
              -92.55,
              40.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2649,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "1557de53d8f076e331b943b6b0662abfaa14575eb16d8aa5b8d14a6a95a08930",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2649,
        "probability": 0.002676,
        "confidence_lo": 0.002433,
        "confidence_hi": 0.002676,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fff9f995322ecfd160f8533d4e80f87c63146deedc5ba2601211eae0e86781c2"
      },
      "receipt_sha256": "fff9f995322ecfd160f8533d4e80f87c63146deedc5ba2601211eae0e86781c2"
    },
    {
      "storm_id": "28500",
      "lat": 40.4267,
      "lon": -94.4389,
      "motion_east": 6.7,
      "motion_south": 2.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 636.0,
      "ebshear": 21.0,
      "srh01": 7.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5641
        },
        {
          "name": "alignment",
          "value": -11.8588
        },
        {
          "name": "tau",
          "value": 1.2238
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2569
      },
      "coherence_score": 1.2238051891326904,
      "coherence_diagnostics": {
        "tau": 1.2238051891326904,
        "grad_tau": 0.1151905357837677,
        "torsion": 0.0,
        "alignment": -11.858795166015625,
        "S_field": 0.3034706115722656,
        "Gamma_field": 0.21073485910892487,
        "S_over_Gamma": 1.440058946609497,
        "Da": 11.417166709899902,
        "E_coh": 0.4948989450931549,
        "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": [
          [
            [
              -94.45,
              40.45
            ],
            [
              -94.42,
              40.45
            ],
            [
              -94.39,
              40.43
            ],
            [
              -94.42,
              40.39
            ],
            [
              -94.44,
              40.39
            ],
            [
              -94.44,
              40.4
            ],
            [
              -94.48,
              40.44
            ],
            [
              -94.46,
              40.44
            ],
            [
              -94.45,
              40.45
            ]
          ]
        ]
      },
      "raw_probability": 0.2569,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "3c0f1e4e047e8673b75fa4548dbeef3738c3ed5a1178ad06162d2ca22a01979c",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2569,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9453e8b60626fe6ac82d7c594d1333d66a13482731bbf681d9bb8d389673ba37"
      },
      "receipt_sha256": "9453e8b60626fe6ac82d7c594d1333d66a13482731bbf681d9bb8d389673ba37"
    },
    {
      "storm_id": "28123",
      "lat": 28.6212,
      "lon": -83.3181,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2416.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 63.8141
        },
        {
          "name": "alignment",
          "value": -5.1522
        },
        {
          "name": "tau",
          "value": 2.8953
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2549
      },
      "coherence_score": 2.895254611968994,
      "coherence_diagnostics": {
        "tau": 2.895254611968994,
        "grad_tau": 0.12314790487289429,
        "torsion": 0.0,
        "alignment": -5.1522393226623535,
        "S_field": 1.036262035369873,
        "Gamma_field": 0.19240152835845947,
        "S_over_Gamma": 5.385934352874756,
        "Da": 12.320785522460938,
        "E_coh": 0.8853365182876587,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.37,
              28.68
            ],
            [
              -83.31,
              28.68
            ],
            [
              -83.29,
              28.67
            ],
            [
              -83.28,
              28.64
            ],
            [
              -83.26,
              28.62
            ],
            [
              -83.27,
              28.61
            ],
            [
              -83.26,
              28.6
            ],
            [
              -83.26,
              28.55
            ],
            [
              -83.32,
              28.55
            ],
            [
              -83.32,
              28.57
            ],
            [
              -83.34,
              28.59
            ],
            [
              -83.34,
              28.6
            ],
            [
              -83.36,
              28.61
            ],
            [
              -83.36,
              28.63
            ],
            [
              -83.38,
              28.66
            ],
            [
              -83.37,
              28.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2549,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "63c6fc64daa6f713a0169d6d3f1953a03df9babedcec2ea4205b67001e5a85e6",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2549,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5a31db6101900f9efc11fc1971f26948e7b3359b58309eb32203b2306905ad9f"
      },
      "receipt_sha256": "5a31db6101900f9efc11fc1971f26948e7b3359b58309eb32203b2306905ad9f"
    },
    {
      "storm_id": "28379",
      "lat": 40.4756,
      "lon": -85.6033,
      "motion_east": 12.2,
      "motion_south": 4.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1643.0,
      "ebshear": 20.0,
      "srh01": 306.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 306.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1891
        },
        {
          "name": "alignment",
          "value": 13.0898
        },
        {
          "name": "tau",
          "value": 1.4909
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2531
      },
      "coherence_score": 1.490884780883789,
      "coherence_diagnostics": {
        "tau": 1.490884780883789,
        "grad_tau": 0.20991350710391998,
        "torsion": 0.0,
        "alignment": 13.0897798538208,
        "S_field": 0.5517188310623169,
        "Gamma_field": 0.6657348871231079,
        "S_over_Gamma": 0.8287365436553955,
        "Da": 36.21327590942383,
        "E_coh": 0.7396759390830994,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.61,
              40.5
            ],
            [
              -85.58,
              40.5
            ],
            [
              -85.57,
              40.49
            ],
            [
              -85.57,
              40.43
            ],
            [
              -85.62,
              40.43
            ],
            [
              -85.61,
              40.46
            ],
            [
              -85.63,
              40.48
            ],
            [
              -85.63,
              40.49
            ],
            [
              -85.61,
              40.5
            ]
          ]
        ]
      },
      "raw_probability": 0.2531,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "41276df6f945211ed997f4be74c0c2f88d6de18b6e6bdacb68356e5e61451e18",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2531,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "400a07c6375f0735b2031822552eebeb40c953aeff0a4da2e5f9b0f94f1d4707"
      },
      "receipt_sha256": "400a07c6375f0735b2031822552eebeb40c953aeff0a4da2e5f9b0f94f1d4707"
    },
    {
      "storm_id": "28286",
      "lat": 36.7112,
      "lon": -75.5244,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1996.0,
      "ebshear": 14.0,
      "srh01": 81.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8141
        },
        {
          "name": "alignment",
          "value": -4.2573
        },
        {
          "name": "tau",
          "value": 1.4972
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2521
      },
      "coherence_score": 1.4971636533737183,
      "coherence_diagnostics": {
        "tau": 1.4971636533737183,
        "grad_tau": 0.3280526101589203,
        "torsion": 0.0,
        "alignment": -4.257338523864746,
        "S_field": 0.4763219952583313,
        "Gamma_field": 0.6632348895072937,
        "S_over_Gamma": 0.7181799411773682,
        "Da": 43.04976272583008,
        "E_coh": 0.5233427882194519,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.48,
              36.79
            ],
            [
              -75.45,
              36.79
            ],
            [
              -75.43,
              36.78
            ],
            [
              -75.43,
              36.73
            ],
            [
              -75.44,
              36.71
            ],
            [
              -75.51,
              36.65
            ],
            [
              -75.52,
              36.65
            ],
            [
              -75.53,
              36.63
            ],
            [
              -75.57,
              36.61
            ],
            [
              -75.63,
              36.63
            ],
            [
              -75.63,
              36.67
            ],
            [
              -75.59,
              36.72
            ],
            [
              -75.59,
              36.73
            ],
            [
              -75.57,
              36.75
            ],
            [
              -75.54,
              36.75
            ],
            [
              -75.48,
              36.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2521,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "1b971152b8afc85b6d556f30175eb908b39a37c8b38e686ff32e55909f2465ad",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2521,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0a8b13bc355a05ba844e9041f058d168b68117f721a4c86208827cd72594b49"
      },
      "receipt_sha256": "d0a8b13bc355a05ba844e9041f058d168b68117f721a4c86208827cd72594b49"
    },
    {
      "storm_id": "28469",
      "lat": 44.445,
      "lon": -85.6828,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2045.0,
      "ebshear": 36.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8141
        },
        {
          "name": "alignment",
          "value": -0.1532
        },
        {
          "name": "tau",
          "value": 1.2951
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2519
      },
      "coherence_score": 1.2950880527496338,
      "coherence_diagnostics": {
        "tau": 1.2950880527496338,
        "grad_tau": 0.18131870031356812,
        "torsion": 0.0,
        "alignment": -0.15323638916015625,
        "S_field": 0.4127192199230194,
        "Gamma_field": 0.1699015349149704,
        "S_over_Gamma": 2.4291670322418213,
        "Da": 10.252273559570312,
        "E_coh": 0.48590707778930664,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.71,
              44.5
            ],
            [
              -85.66,
              44.5
            ],
            [
              -85.64,
              44.48
            ],
            [
              -85.66,
              44.48
            ],
            [
              -85.67,
              44.47
            ],
            [
              -85.63,
              44.44
            ],
            [
              -85.63,
              44.42
            ],
            [
              -85.66,
              44.39
            ],
            [
              -85.66,
              44.38
            ],
            [
              -85.7,
              44.38
            ],
            [
              -85.69,
              44.39
            ],
            [
              -85.71,
              44.41
            ],
            [
              -85.71,
              44.43
            ],
            [
              -85.72,
              44.44
            ],
            [
              -85.72,
              44.45
            ],
            [
              -85.7,
              44.47
            ],
            [
              -85.71,
              44.48
            ],
            [
              -85.71,
              44.5
            ]
          ]
        ]
      },
      "raw_probability": 0.2519,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "9f24bc79e46a3e9f4d95e604ec7527d053de15978f893e4ec70906e72b1bef01",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2519,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b76c9b93636824dca56a495f961fd5e4b7a6da9ceec77252e4cd9af56acd5637"
      },
      "receipt_sha256": "b76c9b93636824dca56a495f961fd5e4b7a6da9ceec77252e4cd9af56acd5637"
    },
    {
      "storm_id": "28194",
      "lat": 40.2413,
      "lon": -93.02,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 514.0,
      "ebshear": 45.0,
      "srh01": 128.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4391
        },
        {
          "name": "alignment",
          "value": -6.7101
        },
        {
          "name": "tau",
          "value": 1.3026
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2512
      },
      "coherence_score": 1.3025543689727783,
      "coherence_diagnostics": {
        "tau": 1.3025543689727783,
        "grad_tau": 0.04896214231848717,
        "torsion": 0.0,
        "alignment": -6.710137367248535,
        "S_field": 0.36755508184432983,
        "Gamma_field": 0.1932348608970642,
        "S_over_Gamma": 1.902115821838379,
        "Da": 10.487700462341309,
        "E_coh": 0.46293213963508606,
        "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": [
          [
            [
              -93.04,
              40.27
            ],
            [
              -93.01,
              40.27
            ],
            [
              -92.98,
              40.25
            ],
            [
              -92.98,
              40.2
            ],
            [
              -93.01,
              40.19
            ],
            [
              -93.05,
              40.22
            ],
            [
              -93.05,
              40.26
            ],
            [
              -93.04,
              40.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2512,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "fa0b564b82291bb74305b056a081c915ec2707219a25726cd62673f5150648a2",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2512,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b39fbf92c07f13a65af4f67109370c2d4c1fc08c032859aa27724e8282abf2fb"
      },
      "receipt_sha256": "b39fbf92c07f13a65af4f67109370c2d4c1fc08c032859aa27724e8282abf2fb"
    },
    {
      "storm_id": "28267",
      "lat": 37.1144,
      "lon": -75.7811,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0025,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1589.0,
      "ebshear": 17.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8141
        },
        {
          "name": "alignment",
          "value": -4.2573
        },
        {
          "name": "tau",
          "value": 1.4972
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2322
      },
      "coherence_score": 1.4971636533737183,
      "coherence_diagnostics": {
        "tau": 1.4971636533737183,
        "grad_tau": 0.3280526101589203,
        "torsion": 0.0,
        "alignment": -4.257338523864746,
        "S_field": 0.4763219952583313,
        "Gamma_field": 0.6632348895072937,
        "S_over_Gamma": 0.7181799411773682,
        "Da": 43.04976272583008,
        "E_coh": 0.5233427882194519,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.79,
              37.15
            ],
            [
              -75.77,
              37.15
            ],
            [
              -75.75,
              37.13
            ],
            [
              -75.75,
              37.09
            ],
            [
              -75.77,
              37.07
            ],
            [
              -75.79,
              37.07
            ],
            [
              -75.81,
              37.09
            ],
            [
              -75.81,
              37.13
            ],
            [
              -75.79,
              37.15
            ]
          ]
        ]
      },
      "raw_probability": 0.2322,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0025,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e349766002af18480c684c4e5024f4896bd7160244c8424c2fcab1c8e8f97e7e",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2322,
        "probability": 0.00252,
        "confidence_lo": 0.00239,
        "confidence_hi": 0.002521,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4ebb052f1a1f11e125aaeb326506599b8b88ff8fba8025d09d6193a41a865de"
      },
      "receipt_sha256": "a4ebb052f1a1f11e125aaeb326506599b8b88ff8fba8025d09d6193a41a865de"
    },
    {
      "storm_id": "28492",
      "lat": 47.3089,
      "lon": -79.2222,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 178.0,
      "ebshear": 22.0,
      "srh01": 270.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 270.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.3141
        },
        {
          "name": "alignment",
          "value": -12.0158
        },
        {
          "name": "tau",
          "value": 1.1021
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2254
      },
      "coherence_score": 1.102116584777832,
      "coherence_diagnostics": {
        "tau": 1.102116584777832,
        "grad_tau": 0.16220128536224365,
        "torsion": 0.0,
        "alignment": -12.015792846679688,
        "S_field": 0.27774012088775635,
        "Gamma_field": 0.29156821966171265,
        "S_over_Gamma": 0.9525733590126038,
        "Da": 18.21868324279785,
        "E_coh": 0.5335997343063354,
        "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": [
          [
            [
              -79.25,
              47.34
            ],
            [
              -79.2,
              47.34
            ],
            [
              -79.2,
              47.33
            ],
            [
              -79.18,
              47.31
            ],
            [
              -79.18,
              47.28
            ],
            [
              -79.22,
              47.24
            ],
            [
              -79.26,
              47.28
            ],
            [
              -79.26,
              47.32
            ],
            [
              -79.25,
              47.34
            ]
          ]
        ]
      },
      "raw_probability": 0.2254,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e24f9bcd7d3620b17300d49353032804eb938fb7b751c1927b98bb0a34fb48c8",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2254,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "160ff90cd10abb47b15f0ba831131736d1644595ef1efcd3e5471a8557904c53"
      },
      "receipt_sha256": "160ff90cd10abb47b15f0ba831131736d1644595ef1efcd3e5471a8557904c53"
    },
    {
      "storm_id": "26974",
      "lat": 28.2213,
      "lon": -89.9163,
      "motion_east": 4.6,
      "motion_south": 6.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3988.0,
      "ebshear": 38.0,
      "srh01": 68.0,
      "maxllaz": 0.005,
      "mesh": 1.0,
      "flash_rate": 52.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3141
        },
        {
          "name": "alignment",
          "value": -5.1808
        },
        {
          "name": "tau",
          "value": 0.8071
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2211
      },
      "coherence_score": 0.8071008324623108,
      "coherence_diagnostics": {
        "tau": 0.8071008324623108,
        "grad_tau": 0.47904646396636963,
        "torsion": 0.0,
        "alignment": -5.180794715881348,
        "S_field": 0.2624548077583313,
        "Gamma_field": 1.131568193435669,
        "S_over_Gamma": 0.23193901777267456,
        "Da": 73.07222747802734,
        "E_coh": 0.3570798635482788,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.93,
              28.27
            ],
            [
              -89.86,
              28.27
            ],
            [
              -89.8,
              28.24
            ],
            [
              -89.77,
              28.24
            ],
            [
              -89.75,
              28.23
            ],
            [
              -89.76,
              28.17
            ],
            [
              -89.83,
              28.12
            ],
            [
              -89.92,
              28.12
            ],
            [
              -90.03,
              28.17
            ],
            [
              -90.05,
              28.19
            ],
            [
              -90.05,
              28.23
            ],
            [
              -90.03,
              28.25
            ],
            [
              -90.01,
              28.25
            ],
            [
              -90.0,
              28.26
            ],
            [
              -89.94,
              28.26
            ],
            [
              -89.93,
              28.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2211,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "65cadf342b4a5711fe42e8fef70c7a810caf7b6aafa4f34cde3199cf18984c6e",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2211,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9d58c706e967b7345ef0d288593bc11b9d85c2248b5d6a69906fb5577a62c9f"
      },
      "receipt_sha256": "e9d58c706e967b7345ef0d288593bc11b9d85c2248b5d6a69906fb5577a62c9f"
    },
    {
      "storm_id": "28426",
      "lat": 28.1877,
      "lon": -83.8377,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2256.0,
      "ebshear": 16.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.5641
        },
        {
          "name": "alignment",
          "value": -5.406
        },
        {
          "name": "tau",
          "value": 2.3966
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.217
      },
      "coherence_score": 2.3966474533081055,
      "coherence_diagnostics": {
        "tau": 2.3966474533081055,
        "grad_tau": 0.24166227877140045,
        "torsion": 0.0,
        "alignment": -5.405980110168457,
        "S_field": 0.33478543162345886,
        "Gamma_field": 0.4824015498161316,
        "S_over_Gamma": 0.6939974427223206,
        "Da": 31.5026912689209,
        "E_coh": 0.5014750361442566,
        "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": [
          [
            [
              -83.88,
              28.24
            ],
            [
              -83.85,
              28.24
            ],
            [
              -83.83,
              28.22
            ],
            [
              -83.81,
              28.22
            ],
            [
              -83.8,
              28.21
            ],
            [
              -83.78,
              28.17
            ],
            [
              -83.78,
              28.13
            ],
            [
              -83.79,
              28.12
            ],
            [
              -83.81,
              28.13
            ],
            [
              -83.84,
              28.13
            ],
            [
              -83.92,
              28.18
            ],
            [
              -83.92,
              28.21
            ],
            [
              -83.88,
              28.24
            ]
          ]
        ]
      },
      "raw_probability": 0.217,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a0f75017a45da8129d3090d1f24417daa0961dca10f3d436044ff68ce3e6850b",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.217,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e600faa93ab744072d3961b9ad0f59e9be9d6bc3c0af2bff1ab2d540ce99d16c"
      },
      "receipt_sha256": "e600faa93ab744072d3961b9ad0f59e9be9d6bc3c0af2bff1ab2d540ce99d16c"
    },
    {
      "storm_id": "28465",
      "lat": 48.6809,
      "lon": -72.6391,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 9.0,
      "ebshear": 7.0,
      "srh01": 181.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 181.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.4391
        },
        {
          "name": "alignment",
          "value": -15.0958
        },
        {
          "name": "tau",
          "value": 0.5935
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.208
      },
      "coherence_score": 0.593547523021698,
      "coherence_diagnostics": {
        "tau": 0.593547523021698,
        "grad_tau": 0.48706257343292236,
        "torsion": 0.0,
        "alignment": -15.095755577087402,
        "S_field": 0.3585222661495209,
        "Gamma_field": 0.16906820237636566,
        "S_over_Gamma": 2.120577812194824,
        "Da": 9.642779350280762,
        "E_coh": 0.7268304824829102,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.63,
              48.72
            ],
            [
              -72.59,
              48.7
            ],
            [
              -72.59,
              48.66
            ],
            [
              -72.63,
              48.65
            ],
            [
              -72.64,
              48.64
            ],
            [
              -72.66,
              48.64
            ],
            [
              -72.68,
              48.66
            ],
            [
              -72.68,
              48.68
            ],
            [
              -72.66,
              48.71
            ],
            [
              -72.64,
              48.71
            ],
            [
              -72.63,
              48.72
            ]
          ]
        ]
      },
      "raw_probability": 0.208,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "f141d884a22526cac1a0430d0391c0787611a8d5c9e44fe529539d72e05e2211",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.208,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d59a8ee4953707788d294c70a6dcb8f610aaf8d5f4b60d180254e232d777bd3"
      },
      "receipt_sha256": "1d59a8ee4953707788d294c70a6dcb8f610aaf8d5f4b60d180254e232d777bd3"
    },
    {
      "storm_id": "28206",
      "lat": 47.9046,
      "lon": -79.56,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 104.0,
      "ebshear": 16.0,
      "srh01": 219.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 219.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9391
        },
        {
          "name": "alignment",
          "value": -10.4204
        },
        {
          "name": "tau",
          "value": 0.9063
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2057
      },
      "coherence_score": 0.9062919020652771,
      "coherence_diagnostics": {
        "tau": 0.9062919020652771,
        "grad_tau": 0.2568010687828064,
        "torsion": 0.0,
        "alignment": -10.420394897460938,
        "S_field": 0.41039806604385376,
        "Gamma_field": 0.506568193435669,
        "S_over_Gamma": 0.8101536631584167,
        "Da": 31.158632278442383,
        "E_coh": 0.7080395221710205,
        "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": [
          [
            [
              -79.61,
              47.97
            ],
            [
              -79.57,
              47.97
            ],
            [
              -79.57,
              47.96
            ],
            [
              -79.55,
              47.95
            ],
            [
              -79.55,
              47.94
            ],
            [
              -79.49,
              47.88
            ],
            [
              -79.48,
              47.84
            ],
            [
              -79.5,
              47.81
            ],
            [
              -79.54,
              47.81
            ],
            [
              -79.6,
              47.87
            ],
            [
              -79.6,
              47.89
            ],
            [
              -79.61,
              47.9
            ],
            [
              -79.61,
              47.97
            ]
          ]
        ]
      },
      "raw_probability": 0.2057,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "6c1a97ed170ef3103e9b2cb53de4777342030ac0ec6a3f52c3499ab12b53c1ac",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2057,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44c882960e00df5e21a8db66b155f4ff27b67121f59aa9a663ea8160677aab66"
      },
      "receipt_sha256": "44c882960e00df5e21a8db66b155f4ff27b67121f59aa9a663ea8160677aab66"
    },
    {
      "storm_id": "28491",
      "lat": 48.006,
      "lon": -79.409,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 104.0,
      "ebshear": 15.0,
      "srh01": 227.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 227.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9391
        },
        {
          "name": "alignment",
          "value": -10.4204
        },
        {
          "name": "tau",
          "value": 0.9063
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2057
      },
      "coherence_score": 0.9062919020652771,
      "coherence_diagnostics": {
        "tau": 0.9062919020652771,
        "grad_tau": 0.2568010687828064,
        "torsion": 0.0,
        "alignment": -10.420394897460938,
        "S_field": 0.41039806604385376,
        "Gamma_field": 0.506568193435669,
        "S_over_Gamma": 0.8101536631584167,
        "Da": 31.158632278442383,
        "E_coh": 0.7080395221710205,
        "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": [
          [
            [
              -79.43,
              48.04
            ],
            [
              -79.39,
              48.03
            ],
            [
              -79.39,
              48.01
            ],
            [
              -79.37,
              48.0
            ],
            [
              -79.37,
              47.98
            ],
            [
              -79.38,
              47.97
            ],
            [
              -79.43,
              47.97
            ],
            [
              -79.45,
              47.99
            ],
            [
              -79.45,
              48.03
            ],
            [
              -79.43,
              48.04
            ]
          ]
        ]
      },
      "raw_probability": 0.2057,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "6c1a97ed170ef3103e9b2cb53de4777342030ac0ec6a3f52c3499ab12b53c1ac",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2057,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44c882960e00df5e21a8db66b155f4ff27b67121f59aa9a663ea8160677aab66"
      },
      "receipt_sha256": "44c882960e00df5e21a8db66b155f4ff27b67121f59aa9a663ea8160677aab66"
    },
    {
      "storm_id": "28444",
      "lat": 28.0695,
      "lon": -90.4505,
      "motion_east": 5.4,
      "motion_south": 4.2,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3629.0,
      "ebshear": 35.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0641
        },
        {
          "name": "alignment",
          "value": -5.3467
        },
        {
          "name": "tau",
          "value": 0.5007
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2048
      },
      "coherence_score": 0.5007094740867615,
      "coherence_diagnostics": {
        "tau": 0.5007094740867615,
        "grad_tau": 0.2514905333518982,
        "torsion": 0.0,
        "alignment": -5.346691131591797,
        "S_field": 0.22648802399635315,
        "Gamma_field": 1.3807348012924194,
        "S_over_Gamma": 0.1640344113111496,
        "Da": 87.2681655883789,
        "E_coh": 0.09373106807470322,
        "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": [
          [
            [
              -90.53,
              28.15
            ],
            [
              -90.47,
              28.15
            ],
            [
              -90.46,
              28.14
            ],
            [
              -90.42,
              28.14
            ],
            [
              -90.42,
              28.09
            ],
            [
              -90.38,
              28.06
            ],
            [
              -90.34,
              28.05
            ],
            [
              -90.34,
              27.99
            ],
            [
              -90.36,
              27.98
            ],
            [
              -90.44,
              27.98
            ],
            [
              -90.46,
              27.99
            ],
            [
              -90.47,
              28.0
            ],
            [
              -90.47,
              28.04
            ],
            [
              -90.46,
              28.05
            ],
            [
              -90.48,
              28.06
            ],
            [
              -90.5,
              28.08
            ],
            [
              -90.49,
              28.09
            ],
            [
              -90.54,
              28.13
            ],
            [
              -90.53,
              28.15
            ]
          ]
        ]
      },
      "raw_probability": 0.2048,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "bb213fd4463c3dbf220e94f66744bb1a34e4d42258e179ca9fdc130052aba5fb",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2048,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f456e038c725c668cf73c2ee528c1de760f53b751c62b0a1d4aa9e358a6a2d50"
      },
      "receipt_sha256": "f456e038c725c668cf73c2ee528c1de760f53b751c62b0a1d4aa9e358a6a2d50"
    },
    {
      "storm_id": "28489",
      "lat": 49.8413,
      "lon": -79.1937,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 123.0,
      "ebshear": 11.0,
      "srh01": 204.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5641
        },
        {
          "name": "alignment",
          "value": -7.8951
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2026
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6032141447067261,
        "torsion": 0.0,
        "alignment": -7.89512825012207,
        "S_field": 0.43622636795043945,
        "Gamma_field": 0.16156819462776184,
        "S_over_Gamma": 2.6999518871307373,
        "Da": 9.708514213562012,
        "E_coh": 0.9020609259605408,
        "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": [
          [
            [
              -79.21,
              49.88
            ],
            [
              -79.15,
              49.87
            ],
            [
              -79.15,
              49.81
            ],
            [
              -79.17,
              49.8
            ],
            [
              -79.2,
              49.8
            ],
            [
              -79.23,
              49.82
            ],
            [
              -79.23,
              49.87
            ],
            [
              -79.21,
              49.88
            ]
          ]
        ]
      },
      "raw_probability": 0.2026,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "c29e024829a834b66a0c79d326d5509fd790cb666ba66499915fd03cb60cd7b4",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.2026,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67d21e86529c65fe5bc96a371ce534c452ac219b2969bc06fe929c8a55de3320"
      },
      "receipt_sha256": "67d21e86529c65fe5bc96a371ce534c452ac219b2969bc06fe929c8a55de3320"
    },
    {
      "storm_id": "26550",
      "lat": 27.807,
      "lon": -89.831,
      "motion_east": 4.6,
      "motion_south": 6.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2731.0,
      "ebshear": 39.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 61.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0641
        },
        {
          "name": "alignment",
          "value": -3.1248
        },
        {
          "name": "tau",
          "value": 0.814
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1889
      },
      "coherence_score": 0.8140338659286499,
      "coherence_diagnostics": {
        "tau": 0.8140338659286499,
        "grad_tau": 0.3093815743923187,
        "torsion": 0.0,
        "alignment": -3.124846935272217,
        "S_field": 0.6132910251617432,
        "Gamma_field": 0.6999015808105469,
        "S_over_Gamma": 0.8762532472610474,
        "Da": 44.32444763183594,
        "E_coh": 0.8192281723022461,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.85,
              27.94
            ],
            [
              -89.79,
              27.93
            ],
            [
              -89.75,
              27.91
            ],
            [
              -89.74,
              27.87
            ],
            [
              -89.69,
              27.82
            ],
            [
              -89.64,
              27.81
            ],
            [
              -89.61,
              27.79
            ],
            [
              -89.6,
              27.74
            ],
            [
              -89.65,
              27.68
            ],
            [
              -89.71,
              27.67
            ],
            [
              -89.72,
              27.66
            ],
            [
              -89.76,
              27.68
            ],
            [
              -89.8,
              27.73
            ],
            [
              -89.8,
              27.74
            ],
            [
              -89.82,
              27.76
            ],
            [
              -89.83,
              27.76
            ],
            [
              -89.83,
              27.82
            ],
            [
              -89.84,
              27.83
            ],
            [
              -89.88,
              27.83
            ],
            [
              -89.92,
              27.8
            ],
            [
              -89.93,
              27.8
            ],
            [
              -89.94,
              27.78
            ],
            [
              -90.0,
              27.78
            ],
            [
              -90.03,
              27.8
            ],
            [
              -90.03,
              27.85
            ],
            [
              -90.02,
              27.86
            ],
            [
              -89.98,
              27.87
            ],
            [
              -89.97,
              27.88
            ],
            [
              -89.95,
              27.88
            ],
            [
              -89.85,
              27.94
            ]
          ]
        ]
      },
      "raw_probability": 0.1889,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "9a41bd20bf46d896119c53ab576b2398333cd7ff6961422e9524fdf7242bec32",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1889,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad095aec5bbb17ab5324109a0adfb5624f636329a67e013ce897ba7d73e824c5"
      },
      "receipt_sha256": "ad095aec5bbb17ab5324109a0adfb5624f636329a67e013ce897ba7d73e824c5"
    },
    {
      "storm_id": "28424",
      "lat": 30.1975,
      "lon": -79.4369,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3713.0,
      "ebshear": 16.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3141
        },
        {
          "name": "alignment",
          "value": -5.097
        },
        {
          "name": "tau",
          "value": 2.765
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1745
      },
      "coherence_score": 2.7649881839752197,
      "coherence_diagnostics": {
        "tau": 2.7649881839752197,
        "grad_tau": 0.20629720389842987,
        "torsion": 0.0,
        "alignment": -5.096978187561035,
        "S_field": 0.6919102072715759,
        "Gamma_field": 0.21073485910892487,
        "S_over_Gamma": 3.2833211421966553,
        "Da": 12.210822105407715,
        "E_coh": 0.8494002819061279,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.42,
              30.24
            ],
            [
              -79.41,
              30.23
            ],
            [
              -79.41,
              30.21
            ],
            [
              -79.42,
              30.2
            ],
            [
              -79.4,
              30.17
            ],
            [
              -79.4,
              30.13
            ],
            [
              -79.42,
              30.15
            ],
            [
              -79.46,
              30.15
            ],
            [
              -79.47,
              30.16
            ],
            [
              -79.47,
              30.2
            ],
            [
              -79.48,
              30.21
            ],
            [
              -79.48,
              30.22
            ],
            [
              -79.47,
              30.21
            ],
            [
              -79.44,
              30.21
            ],
            [
              -79.42,
              30.23
            ],
            [
              -79.42,
              30.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1745,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d764fa4acd6a03fc1826f47c7ab69eb6dcd81f30f8c3feb67e78614a725df75a",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1745,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9cba6d27f5197fc0828c8b431792181ea9cea1e126e15072e69885ff06382a92"
      },
      "receipt_sha256": "9cba6d27f5197fc0828c8b431792181ea9cea1e126e15072e69885ff06382a92"
    },
    {
      "storm_id": "27671",
      "lat": 40.6422,
      "lon": -96.2556,
      "motion_east": 13.5,
      "motion_south": 11.2,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 681.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1891
        },
        {
          "name": "alignment",
          "value": -7.964
        },
        {
          "name": "tau",
          "value": 1.0084
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1723
      },
      "coherence_score": 1.008418083190918,
      "coherence_diagnostics": {
        "tau": 1.008418083190918,
        "grad_tau": 0.21524550020694733,
        "torsion": 0.0,
        "alignment": -7.964010238647461,
        "S_field": 0.28662264347076416,
        "Gamma_field": 0.22490152716636658,
        "S_over_Gamma": 1.2744362354278564,
        "Da": 12.73001766204834,
        "E_coh": 0.4897184371948242,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.21,
              40.74
            ],
            [
              -96.17,
              40.73
            ],
            [
              -96.15,
              40.71
            ],
            [
              -96.15,
              40.67
            ],
            [
              -96.19,
              40.62
            ],
            [
              -96.19,
              40.61
            ],
            [
              -96.23,
              40.57
            ],
            [
              -96.25,
              40.57
            ],
            [
              -96.26,
              40.56
            ],
            [
              -96.32,
              40.56
            ],
            [
              -96.33,
              40.57
            ],
            [
              -96.37,
              40.58
            ],
            [
              -96.37,
              40.63
            ],
            [
              -96.35,
              40.65
            ],
            [
              -96.33,
              40.65
            ],
            [
              -96.29,
              40.67
            ],
            [
              -96.23,
              40.73
            ],
            [
              -96.21,
              40.74
            ]
          ]
        ]
      },
      "raw_probability": 0.1723,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "90c1f81be7c946363883afc3d923e04d243f4f4d0ff0b9b635fad5a4a19849c8",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1723,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b12bbd88e2e0963d2d0da2ad13bf24809a53768430be72f1b78942873944ab00"
      },
      "receipt_sha256": "b12bbd88e2e0963d2d0da2ad13bf24809a53768430be72f1b78942873944ab00"
    },
    {
      "storm_id": "28507",
      "lat": 30.0527,
      "lon": -84.0833,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1968.0,
      "ebshear": 11.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.9391
        },
        {
          "name": "alignment",
          "value": -1.2467
        },
        {
          "name": "tau",
          "value": 2.4875
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1702
      },
      "coherence_score": 2.487483263015747,
      "coherence_diagnostics": {
        "tau": 2.487483263015747,
        "grad_tau": 0.38864949345588684,
        "torsion": 0.0,
        "alignment": -1.2466715574264526,
        "S_field": 0.7823735475540161,
        "Gamma_field": 0.20073486864566803,
        "S_over_Gamma": 3.8975467681884766,
        "Da": 12.693605422973633,
        "E_coh": 0.9468704462051392,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.14,
              30.09
            ],
            [
              -84.05,
              30.09
            ],
            [
              -84.02,
              30.06
            ],
            [
              -84.02,
              30.05
            ],
            [
              -84.04,
              30.03
            ],
            [
              -84.03,
              30.01
            ],
            [
              -84.07,
              30.01
            ],
            [
              -84.07,
              30.02
            ],
            [
              -84.09,
              30.03
            ],
            [
              -84.09,
              30.04
            ],
            [
              -84.11,
              30.06
            ],
            [
              -84.12,
              30.06
            ],
            [
              -84.12,
              30.07
            ],
            [
              -84.14,
              30.08
            ],
            [
              -84.14,
              30.09
            ]
          ]
        ]
      },
      "raw_probability": 0.1702,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "634c4b2d1cb12abb46fb7994207a6b09924c7d354ead03b1980fc011d2d1e2ec",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1702,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0544f1f7825ec34938170fc3655a4415ca65c1b842b2bdc2b00bb3bb02e86267"
      },
      "receipt_sha256": "0544f1f7825ec34938170fc3655a4415ca65c1b842b2bdc2b00bb3bb02e86267"
    },
    {
      "storm_id": "28397",
      "lat": 33.0245,
      "lon": -75.2764,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3809.0,
      "ebshear": 19.0,
      "srh01": 33.0,
      "maxllaz": 0.0,
      "mesh": 0.41,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5641
        },
        {
          "name": "alignment",
          "value": 0.61
        },
        {
          "name": "tau",
          "value": 4.3147
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1689
      },
      "coherence_score": 4.3146514892578125,
      "coherence_diagnostics": {
        "tau": 4.3146514892578125,
        "grad_tau": 0.5909959077835083,
        "torsion": 0.0,
        "alignment": 0.610032856464386,
        "S_field": 1.3589602708816528,
        "Gamma_field": 0.18740153312683105,
        "S_over_Gamma": 7.251596450805664,
        "Da": 11.79389476776123,
        "E_coh": 0.9704604148864746,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.3,
              33.07
            ],
            [
              -75.28,
              33.07
            ],
            [
              -75.27,
              33.06
            ],
            [
              -75.23,
              33.05
            ],
            [
              -75.25,
              33.01
            ],
            [
              -75.24,
              32.97
            ],
            [
              -75.26,
              32.97
            ],
            [
              -75.27,
              32.98
            ],
            [
              -75.31,
              32.98
            ],
            [
              -75.33,
              33.04
            ],
            [
              -75.3,
              33.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1689,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a0aca8f564cb2cbe27b239db6a36b70c44986aa735c7a538463aa57aef8e7b13",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1689,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9bd36818fad9499c099fe7a22b1f1aef85c4497e67d885a949f5f6c987dbc39f"
      },
      "receipt_sha256": "9bd36818fad9499c099fe7a22b1f1aef85c4497e67d885a949f5f6c987dbc39f"
    },
    {
      "storm_id": "27886",
      "lat": 44.4375,
      "lon": -85.455,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1898.0,
      "ebshear": 32.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3141
        },
        {
          "name": "alignment",
          "value": 8.3197
        },
        {
          "name": "tau",
          "value": 1.4838
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.166
      },
      "coherence_score": 1.483811855316162,
      "coherence_diagnostics": {
        "tau": 1.483811855316162,
        "grad_tau": 0.22525089979171753,
        "torsion": 0.0,
        "alignment": 8.319698333740234,
        "S_field": 0.5527899861335754,
        "Gamma_field": 0.2974015176296234,
        "S_over_Gamma": 1.8587329387664795,
        "Da": 16.52008628845215,
        "E_coh": 0.7460642457008362,
        "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": [
          [
            [
              -85.48,
              44.47
            ],
            [
              -85.4,
              44.47
            ],
            [
              -85.4,
              44.43
            ],
            [
              -85.43,
              44.4
            ],
            [
              -85.47,
              44.4
            ],
            [
              -85.49,
              44.41
            ],
            [
              -85.49,
              44.45
            ],
            [
              -85.48,
              44.47
            ]
          ]
        ]
      },
      "raw_probability": 0.166,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "5d7e5e3cb2dbb2539cab930c0fb90b27346a8d691de60370d8d0ffa54ecbacdb",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.166,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b23e16be2a5881030ee5dbaa9431a0db430af75d24b30f3fc68cb10cf713e5d6"
      },
      "receipt_sha256": "b23e16be2a5881030ee5dbaa9431a0db430af75d24b30f3fc68cb10cf713e5d6"
    },
    {
      "storm_id": "28504",
      "lat": 30.506,
      "lon": -79.76,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3979.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3141
        },
        {
          "name": "alignment",
          "value": -5.097
        },
        {
          "name": "tau",
          "value": 2.765
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1595
      },
      "coherence_score": 2.7649881839752197,
      "coherence_diagnostics": {
        "tau": 2.7649881839752197,
        "grad_tau": 0.20629720389842987,
        "torsion": 0.0,
        "alignment": -5.096978187561035,
        "S_field": 0.6919102072715759,
        "Gamma_field": 0.21073485910892487,
        "S_over_Gamma": 3.2833211421966553,
        "Da": 12.210822105407715,
        "E_coh": 0.8494002819061279,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.78,
              30.54
            ],
            [
              -79.73,
              30.54
            ],
            [
              -79.71,
              30.53
            ],
            [
              -79.71,
              30.5
            ],
            [
              -79.73,
              30.46
            ],
            [
              -79.78,
              30.46
            ],
            [
              -79.79,
              30.47
            ],
            [
              -79.79,
              30.5
            ],
            [
              -79.8,
              30.52
            ],
            [
              -79.78,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1595,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "6944b3ca7e07394619c04f6c98db9615006d9f9072fdeab5499b2bad4f4fa231",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1595,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28e4245b48a39301de437d7b61fedd6dbe1ef67f2e3b6610b52ce2510a910ea6"
      },
      "receipt_sha256": "28e4245b48a39301de437d7b61fedd6dbe1ef67f2e3b6610b52ce2510a910ea6"
    },
    {
      "storm_id": "28483",
      "lat": 27.3987,
      "lon": -84.5637,
      "motion_east": 4.8,
      "motion_south": 5.1,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2293.0,
      "ebshear": 16.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.8141
        },
        {
          "name": "alignment",
          "value": 0.4734
        },
        {
          "name": "tau",
          "value": 2.4221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.157
      },
      "coherence_score": 2.422102451324463,
      "coherence_diagnostics": {
        "tau": 2.422102451324463,
        "grad_tau": 0.25072017312049866,
        "torsion": 0.0,
        "alignment": 0.47343432903289795,
        "S_field": 1.038543701171875,
        "Gamma_field": 0.20406818389892578,
        "S_over_Gamma": 5.089199542999268,
        "Da": 13.672201156616211,
        "E_coh": 0.9212080836296082,
        "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": [
          [
            [
              -84.6,
              27.43
            ],
            [
              -84.55,
              27.43
            ],
            [
              -84.53,
              27.41
            ],
            [
              -84.52,
              27.37
            ],
            [
              -84.53,
              27.36
            ],
            [
              -84.58,
              27.36
            ],
            [
              -84.6,
              27.4
            ],
            [
              -84.6,
              27.43
            ]
          ]
        ]
      },
      "raw_probability": 0.157,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "2c839ebbe5c79378ac71d48dc15dde7b3d4ed2ed9962087a400f7e40d544a013",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.157,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84b3ffda82cfae53e5bd66aa5d20bd85dc315ce230911a14a303fe0d462580da"
      },
      "receipt_sha256": "84b3ffda82cfae53e5bd66aa5d20bd85dc315ce230911a14a303fe0d462580da"
    },
    {
      "storm_id": "28505",
      "lat": 30.4088,
      "lon": -79.625,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3933.0,
      "ebshear": 17.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3141
        },
        {
          "name": "alignment",
          "value": -5.097
        },
        {
          "name": "tau",
          "value": 2.765
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1533
      },
      "coherence_score": 2.7649881839752197,
      "coherence_diagnostics": {
        "tau": 2.7649881839752197,
        "grad_tau": 0.20629720389842987,
        "torsion": 0.0,
        "alignment": -5.096978187561035,
        "S_field": 0.6919102072715759,
        "Gamma_field": 0.21073485910892487,
        "S_over_Gamma": 3.2833211421966553,
        "Da": 12.210822105407715,
        "E_coh": 0.8494002819061279,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.65,
              30.45
            ],
            [
              -79.6,
              30.45
            ],
            [
              -79.6,
              30.37
            ],
            [
              -79.61,
              30.36
            ],
            [
              -79.62,
              30.37
            ],
            [
              -79.61,
              30.39
            ],
            [
              -79.66,
              30.43
            ],
            [
              -79.65,
              30.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1533,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "90bc693b0bb6990064d53119c841d1b3a8016e80a54efaaa9645945878781da8",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1533,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2556595d9af849641dbaf9eb7261caa1d6f06910a655e67f4d75c9c5f2416cfa"
      },
      "receipt_sha256": "2556595d9af849641dbaf9eb7261caa1d6f06910a655e67f4d75c9c5f2416cfa"
    },
    {
      "storm_id": "28506",
      "lat": 30.32,
      "lon": -79.3667,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3665.0,
      "ebshear": 17.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3141
        },
        {
          "name": "alignment",
          "value": -5.097
        },
        {
          "name": "tau",
          "value": 2.765
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1513
      },
      "coherence_score": 2.7649881839752197,
      "coherence_diagnostics": {
        "tau": 2.7649881839752197,
        "grad_tau": 0.20629720389842987,
        "torsion": 0.0,
        "alignment": -5.096978187561035,
        "S_field": 0.6919102072715759,
        "Gamma_field": 0.21073485910892487,
        "S_over_Gamma": 3.2833211421966553,
        "Da": 12.210822105407715,
        "E_coh": 0.8494002819061279,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.37,
              30.35
            ],
            [
              -79.34,
              30.35
            ],
            [
              -79.34,
              30.24
            ],
            [
              -79.39,
              30.3
            ],
            [
              -79.39,
              30.33
            ],
            [
              -79.37,
              30.35
            ]
          ]
        ]
      },
      "raw_probability": 0.1513,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "dfde26147980294df9dbc7f584c371fcbdb1f33efab53143e585d2cb18ebef18",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1513,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28681236c2f9c396c60db0fae543eb6d20ee4769b67f31e0d81e9ffdcd807cd4"
      },
      "receipt_sha256": "28681236c2f9c396c60db0fae543eb6d20ee4769b67f31e0d81e9ffdcd807cd4"
    },
    {
      "storm_id": "27847",
      "lat": 40.82,
      "lon": -96.7,
      "motion_east": 6.3,
      "motion_south": 1.6,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 662.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1891
        },
        {
          "name": "alignment",
          "value": -7.964
        },
        {
          "name": "tau",
          "value": 1.0084
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.147
      },
      "coherence_score": 1.008418083190918,
      "coherence_diagnostics": {
        "tau": 1.008418083190918,
        "grad_tau": 0.21524550020694733,
        "torsion": 0.0,
        "alignment": -7.964010238647461,
        "S_field": 0.28662264347076416,
        "Gamma_field": 0.22490152716636658,
        "S_over_Gamma": 1.2744362354278564,
        "Da": 12.73001766204834,
        "E_coh": 0.4897184371948242,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.72,
              40.86
            ],
            [
              -96.69,
              40.86
            ],
            [
              -96.65,
              40.84
            ],
            [
              -96.65,
              40.79
            ],
            [
              -96.67,
              40.77
            ],
            [
              -96.72,
              40.77
            ],
            [
              -96.74,
              40.79
            ],
            [
              -96.74,
              40.84
            ],
            [
              -96.72,
              40.86
            ]
          ]
        ]
      },
      "raw_probability": 0.147,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "24630bdbe54e679bedaf677a293e6f23e618242fb58ff4b92e99d3fe017131b5",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.147,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d3c7619979dff8307e6a609fdee08ca121c1d8f39cc5226e97d94053a28c657"
      },
      "receipt_sha256": "1d3c7619979dff8307e6a609fdee08ca121c1d8f39cc5226e97d94053a28c657"
    },
    {
      "storm_id": "28395",
      "lat": 36.4473,
      "lon": -77.5253,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 984.0,
      "ebshear": 14.0,
      "srh01": 184.0,
      "maxllaz": 0.002,
      "mesh": 0.38,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 184.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3141
        },
        {
          "name": "alignment",
          "value": -1.2948
        },
        {
          "name": "tau",
          "value": 1.4613
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1396
      },
      "coherence_score": 1.4612618684768677,
      "coherence_diagnostics": {
        "tau": 1.4612618684768677,
        "grad_tau": 0.1813925802707672,
        "torsion": 0.0,
        "alignment": -1.2948143482208252,
        "S_field": 0.16827274858951569,
        "Gamma_field": 0.5540682077407837,
        "S_over_Gamma": 0.30370402336120605,
        "Da": 34.42316436767578,
        "E_coh": 0.5256855487823486,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.52,
              36.49
            ],
            [
              -77.5,
              36.47
            ],
            [
              -77.47,
              36.47
            ],
            [
              -77.46,
              36.46
            ],
            [
              -77.5,
              36.41
            ],
            [
              -77.5,
              36.39
            ],
            [
              -77.52,
              36.39
            ],
            [
              -77.53,
              36.41
            ],
            [
              -77.55,
              36.42
            ],
            [
              -77.57,
              36.45
            ],
            [
              -77.58,
              36.45
            ],
            [
              -77.56,
              36.46
            ],
            [
              -77.56,
              36.48
            ],
            [
              -77.54,
              36.47
            ],
            [
              -77.52,
              36.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1396,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "0303f744408d4a2057dae8bcc12a925cf6e9a5589d43635d55bc098511f48d7c",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1396,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "18f678c147490fd0f09abfde626f3be43d055053fd35961d27b85d89cdd4843b"
      },
      "receipt_sha256": "18f678c147490fd0f09abfde626f3be43d055053fd35961d27b85d89cdd4843b"
    },
    {
      "storm_id": "27856",
      "lat": 32.9682,
      "lon": -75.1009,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3779.0,
      "ebshear": 19.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0641
        },
        {
          "name": "alignment",
          "value": 1.7918
        },
        {
          "name": "tau",
          "value": 4.7348
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1296
      },
      "coherence_score": 4.734781265258789,
      "coherence_diagnostics": {
        "tau": 4.734781265258789,
        "grad_tau": 0.36492812633514404,
        "torsion": 0.0,
        "alignment": 1.7918291091918945,
        "S_field": 1.362511157989502,
        "Gamma_field": 0.20156820118427277,
        "S_over_Gamma": 6.759553909301758,
        "Da": 12.633661270141602,
        "E_coh": 0.9545242190361023,
        "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": [
          [
            [
              -75.12,
              33.0
            ],
            [
              -75.07,
              33.0
            ],
            [
              -75.06,
              32.99
            ],
            [
              -75.06,
              32.94
            ],
            [
              -75.07,
              32.93
            ],
            [
              -75.11,
              32.93
            ],
            [
              -75.12,
              32.94
            ],
            [
              -75.12,
              32.96
            ],
            [
              -75.13,
              32.97
            ],
            [
              -75.13,
              32.99
            ],
            [
              -75.12,
              33.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1296,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "8c0b876022f49ee7a83d8ae13736156cd0ba007e9962910189656a87b65a3ac2",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1296,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04749c4202fe2fa2981913e53ee00863db88727e72011ccb8d5f3630787f972f"
      },
      "receipt_sha256": "04749c4202fe2fa2981913e53ee00863db88727e72011ccb8d5f3630787f972f"
    },
    {
      "storm_id": "28508",
      "lat": 28.484,
      "lon": -83.344,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2429.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.6891
        },
        {
          "name": "alignment",
          "value": -2.6287
        },
        {
          "name": "tau",
          "value": 2.5112
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1269
      },
      "coherence_score": 2.5112295150756836,
      "coherence_diagnostics": {
        "tau": 2.5112295150756836,
        "grad_tau": 0.3681209683418274,
        "torsion": 0.0,
        "alignment": -2.6286585330963135,
        "S_field": 0.5653489232063293,
        "Gamma_field": 0.26823487877845764,
        "S_over_Gamma": 2.107663631439209,
        "Da": 16.591476440429688,
        "E_coh": 0.8420533537864685,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.32,
              28.53
            ],
            [
              -83.31,
              28.52
            ],
            [
              -83.32,
              28.5
            ],
            [
              -83.3,
              28.46
            ],
            [
              -83.3,
              28.43
            ],
            [
              -83.31,
              28.42
            ],
            [
              -83.37,
              28.42
            ],
            [
              -83.38,
              28.43
            ],
            [
              -83.38,
              28.48
            ],
            [
              -83.39,
              28.49
            ],
            [
              -83.39,
              28.51
            ],
            [
              -83.37,
              28.52
            ],
            [
              -83.36,
              28.51
            ],
            [
              -83.34,
              28.51
            ],
            [
              -83.32,
              28.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1269,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d266135701e01fe5b84f4c27942ac2fc9dd597cb0bc614321cb21686ba5a6075",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1269,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03c07824e29fb4a3d3198f5e8a9939e12f510178e0c68b9c22cb83b19f9412a1"
      },
      "receipt_sha256": "03c07824e29fb4a3d3198f5e8a9939e12f510178e0c68b9c22cb83b19f9412a1"
    },
    {
      "storm_id": "28210",
      "lat": 41.0844,
      "lon": -97.2822,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 508.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.006,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6891
        },
        {
          "name": "alignment",
          "value": -5.6189
        },
        {
          "name": "tau",
          "value": 1.0538
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1226
      },
      "coherence_score": 1.0537991523742676,
      "coherence_diagnostics": {
        "tau": 1.0537991523742676,
        "grad_tau": 0.1715652048587799,
        "torsion": 0.0,
        "alignment": -5.618938446044922,
        "S_field": 0.30011919140815735,
        "Gamma_field": 0.25323486328125,
        "S_over_Gamma": 1.185141682624817,
        "Da": 14.28515625,
        "E_coh": 0.4734697937965393,
        "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": [
          [
            [
              -97.3,
              41.13
            ],
            [
              -97.28,
              41.13
            ],
            [
              -97.24,
              41.1
            ],
            [
              -97.24,
              41.05
            ],
            [
              -97.26,
              41.03
            ],
            [
              -97.29,
              41.03
            ],
            [
              -97.31,
              41.05
            ],
            [
              -97.32,
              41.11
            ],
            [
              -97.3,
              41.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1226,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "52a39e61d3e1785dce4ca9544ba19c4f90e1595ac8430129d3e7b43380a5c095",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1226,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69e1dd7f85ff62cbdab011d4f1f8980c2004c73e46cda503cfb189e6434afd93"
      },
      "receipt_sha256": "69e1dd7f85ff62cbdab011d4f1f8980c2004c73e46cda503cfb189e6434afd93"
    },
    {
      "storm_id": "28438",
      "lat": 41.045,
      "lon": -97.0975,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 532.0,
      "ebshear": 29.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6891
        },
        {
          "name": "alignment",
          "value": -5.6189
        },
        {
          "name": "tau",
          "value": 1.0538
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1226
      },
      "coherence_score": 1.0537991523742676,
      "coherence_diagnostics": {
        "tau": 1.0537991523742676,
        "grad_tau": 0.1715652048587799,
        "torsion": 0.0,
        "alignment": -5.618938446044922,
        "S_field": 0.30011919140815735,
        "Gamma_field": 0.25323486328125,
        "S_over_Gamma": 1.185141682624817,
        "Da": 14.28515625,
        "E_coh": 0.4734697937965393,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.09,
              41.09
            ],
            [
              -97.08,
              41.08
            ],
            [
              -97.06,
              41.08
            ],
            [
              -97.06,
              41.07
            ],
            [
              -97.04,
              41.06
            ],
            [
              -97.04,
              41.02
            ],
            [
              -97.05,
              41.0
            ],
            [
              -97.07,
              40.98
            ],
            [
              -97.13,
              40.98
            ],
            [
              -97.15,
              40.99
            ],
            [
              -97.16,
              41.0
            ],
            [
              -97.16,
              41.05
            ],
            [
              -97.15,
              41.07
            ],
            [
              -97.13,
              41.08
            ],
            [
              -97.1,
              41.08
            ],
            [
              -97.09,
              41.09
            ]
          ]
        ]
      },
      "raw_probability": 0.1226,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "52a39e61d3e1785dce4ca9544ba19c4f90e1595ac8430129d3e7b43380a5c095",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1226,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69e1dd7f85ff62cbdab011d4f1f8980c2004c73e46cda503cfb189e6434afd93"
      },
      "receipt_sha256": "69e1dd7f85ff62cbdab011d4f1f8980c2004c73e46cda503cfb189e6434afd93"
    },
    {
      "storm_id": "28393",
      "lat": 41.0739,
      "lon": -97.8467,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 670.0,
      "ebshear": 33.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5641
        },
        {
          "name": "alignment",
          "value": -4.8608
        },
        {
          "name": "tau",
          "value": 0.9476
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1213
      },
      "coherence_score": 0.9476298689842224,
      "coherence_diagnostics": {
        "tau": 0.9476298689842224,
        "grad_tau": 0.17974653840065002,
        "torsion": 0.0,
        "alignment": -4.860808372497559,
        "S_field": 0.27729588747024536,
        "Gamma_field": 0.2782348692417145,
        "S_over_Gamma": 0.9966252446174622,
        "Da": 16.249073028564453,
        "E_coh": 0.48598983883857727,
        "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": [
          [
            [
              -97.92,
              41.14
            ],
            [
              -97.9,
              41.14
            ],
            [
              -97.86,
              41.11
            ],
            [
              -97.8,
              41.08
            ],
            [
              -97.78,
              41.08
            ],
            [
              -97.77,
              41.07
            ],
            [
              -97.78,
              41.06
            ],
            [
              -97.78,
              41.04
            ],
            [
              -97.79,
              41.03
            ],
            [
              -97.8,
              41.04
            ],
            [
              -97.81,
              41.03
            ],
            [
              -97.84,
              41.03
            ],
            [
              -97.85,
              41.04
            ],
            [
              -97.86,
              41.03
            ],
            [
              -97.92,
              41.06
            ],
            [
              -97.93,
              41.08
            ],
            [
              -97.93,
              41.13
            ],
            [
              -97.92,
              41.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1213,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a667bd458fb7f0ba6c24d23501ba32bf8bf9650963f1a58952e3a6d3b300804f",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1213,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f25a3d17a2131e4cacfb3a32d2e044a7ee80d27a439d7eda588f1a566c810af"
      },
      "receipt_sha256": "7f25a3d17a2131e4cacfb3a32d2e044a7ee80d27a439d7eda588f1a566c810af"
    },
    {
      "storm_id": "28503",
      "lat": 34.8685,
      "lon": -75.07,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4197.0,
      "ebshear": 10.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8141
        },
        {
          "name": "alignment",
          "value": 0.2755
        },
        {
          "name": "tau",
          "value": 3.866
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1137
      },
      "coherence_score": 3.866025447845459,
      "coherence_diagnostics": {
        "tau": 3.866025447845459,
        "grad_tau": 0.8260807394981384,
        "torsion": 0.0,
        "alignment": 0.27551209926605225,
        "S_field": 0.96212238073349,
        "Gamma_field": 0.21990153193473816,
        "S_over_Gamma": 4.375241756439209,
        "Da": 14.46209716796875,
        "E_coh": 0.9262902736663818,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.1,
              34.91
            ],
            [
              -75.07,
              34.9
            ],
            [
              -75.07,
              34.89
            ],
            [
              -75.05,
              34.87
            ],
            [
              -75.02,
              34.86
            ],
            [
              -75.02,
              34.84
            ],
            [
              -75.03,
              34.83
            ],
            [
              -75.06,
              34.83
            ],
            [
              -75.08,
              34.82
            ],
            [
              -75.1,
              34.84
            ],
            [
              -75.1,
              34.89
            ],
            [
              -75.11,
              34.9
            ],
            [
              -75.1,
              34.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1137,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "23a9fc3a874baedabe591a198078e5b8e1e98ad2e16cc8380d9d30f4ce0888de",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1137,
        "probability": 0.002059,
        "confidence_lo": 0.002028,
        "confidence_hi": 0.002059,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64cb5ea089999134b6d10159366faae7528116e10eb72fb5cbb74875962423b6"
      },
      "receipt_sha256": "64cb5ea089999134b6d10159366faae7528116e10eb72fb5cbb74875962423b6"
    },
    {
      "storm_id": "28429",
      "lat": 27.155,
      "lon": -82.9071,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2851.0,
      "ebshear": 12.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5641
        },
        {
          "name": "alignment",
          "value": -3.3578
        },
        {
          "name": "tau",
          "value": 1.8095
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1109
      },
      "coherence_score": 1.8095157146453857,
      "coherence_diagnostics": {
        "tau": 1.8095157146453857,
        "grad_tau": 0.6479269862174988,
        "torsion": 0.0,
        "alignment": -3.3577609062194824,
        "S_field": 0.8649097084999084,
        "Gamma_field": 0.22823487222194672,
        "S_over_Gamma": 3.789559841156006,
        "Da": 14.237785339355469,
        "E_coh": 0.9202971458435059,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.94,
              27.2
            ],
            [
              -82.9,
              27.18
            ],
            [
              -82.87,
              27.18
            ],
            [
              -82.86,
              27.17
            ],
            [
              -82.86,
              27.15
            ],
            [
              -82.87,
              27.14
            ],
            [
              -82.87,
              27.11
            ],
            [
              -82.88,
              27.12
            ],
            [
              -82.92,
              27.12
            ],
            [
              -82.93,
              27.11
            ],
            [
              -82.95,
              27.12
            ],
            [
              -82.95,
              27.18
            ],
            [
              -82.96,
              27.19
            ],
            [
              -82.94,
              27.2
            ]
          ]
        ]
      },
      "raw_probability": 0.1109,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "c4988022a48dec016933b44704a63325a102cb2c7689de40996fab3a3e56b539",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1109,
        "probability": 0.002054,
        "confidence_lo": 0.001967,
        "confidence_hi": 0.002054,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7392510761978f81cb48284dda00c6f2287ec4afcb58518a8c7c794814c9d1e9"
      },
      "receipt_sha256": "7392510761978f81cb48284dda00c6f2287ec4afcb58518a8c7c794814c9d1e9"
    },
    {
      "storm_id": "28339",
      "lat": 34.7111,
      "lon": -75.0878,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4233.0,
      "ebshear": 11.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8141
        },
        {
          "name": "alignment",
          "value": 0.2755
        },
        {
          "name": "tau",
          "value": 3.866
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1103
      },
      "coherence_score": 3.866025447845459,
      "coherence_diagnostics": {
        "tau": 3.866025447845459,
        "grad_tau": 0.8260807394981384,
        "torsion": 0.0,
        "alignment": 0.27551209926605225,
        "S_field": 0.96212238073349,
        "Gamma_field": 0.21990153193473816,
        "S_over_Gamma": 4.375241756439209,
        "Da": 14.46209716796875,
        "E_coh": 0.9262902736663818,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.11,
              34.74
            ],
            [
              -75.06,
              34.74
            ],
            [
              -75.05,
              34.73
            ],
            [
              -75.05,
              34.68
            ],
            [
              -75.07,
              34.67
            ],
            [
              -75.1,
              34.67
            ],
            [
              -75.12,
              34.7
            ],
            [
              -75.12,
              34.73
            ],
            [
              -75.11,
              34.74
            ]
          ]
        ]
      },
      "raw_probability": 0.1103,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "dbad13013e74d447717769aa88e9fb7195907cf47f5bbfd151dbaae72a6b8865",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1103,
        "probability": 0.002054,
        "confidence_lo": 0.001967,
        "confidence_hi": 0.002054,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92d7dd8f0340defe711ed854ec838b3a6259d1c68d028a531d9c96d0e1710356"
      },
      "receipt_sha256": "92d7dd8f0340defe711ed854ec838b3a6259d1c68d028a531d9c96d0e1710356"
    },
    {
      "storm_id": "28358",
      "lat": 34.4414,
      "lon": -74.89,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3910.0,
      "ebshear": 16.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8141
        },
        {
          "name": "alignment",
          "value": 0.2755
        },
        {
          "name": "tau",
          "value": 3.866
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1103
      },
      "coherence_score": 3.866025447845459,
      "coherence_diagnostics": {
        "tau": 3.866025447845459,
        "grad_tau": 0.8260807394981384,
        "torsion": 0.0,
        "alignment": 0.27551209926605225,
        "S_field": 0.96212238073349,
        "Gamma_field": 0.21990153193473816,
        "S_over_Gamma": 4.375241756439209,
        "Da": 14.46209716796875,
        "E_coh": 0.9262902736663818,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.92,
              34.48
            ],
            [
              -74.89,
              34.48
            ],
            [
              -74.87,
              34.46
            ],
            [
              -74.85,
              34.46
            ],
            [
              -74.84,
              34.44
            ],
            [
              -74.85,
              34.43
            ],
            [
              -74.85,
              34.41
            ],
            [
              -74.87,
              34.41
            ],
            [
              -74.9,
              34.38
            ],
            [
              -74.92,
              34.39
            ],
            [
              -74.92,
              34.44
            ],
            [
              -74.93,
              34.45
            ],
            [
              -74.93,
              34.47
            ],
            [
              -74.92,
              34.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1103,
      "confidence_lo": 0.002,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "dbad13013e74d447717769aa88e9fb7195907cf47f5bbfd151dbaae72a6b8865",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1103,
        "probability": 0.002054,
        "confidence_lo": 0.001967,
        "confidence_hi": 0.002054,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92d7dd8f0340defe711ed854ec838b3a6259d1c68d028a531d9c96d0e1710356"
      },
      "receipt_sha256": "92d7dd8f0340defe711ed854ec838b3a6259d1c68d028a531d9c96d0e1710356"
    },
    {
      "storm_id": "28433",
      "lat": 41.7233,
      "lon": -100.4425,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 274.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6891
        },
        {
          "name": "alignment",
          "value": -5.0366
        },
        {
          "name": "tau",
          "value": 0.9063
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1086
      },
      "coherence_score": 0.9062774181365967,
      "coherence_diagnostics": {
        "tau": 0.9062774181365967,
        "grad_tau": 0.15937286615371704,
        "torsion": 0.0,
        "alignment": -5.036556720733643,
        "S_field": 0.3114300072193146,
        "Gamma_field": 0.34656819701194763,
        "S_over_Gamma": 0.8986110091209412,
        "Da": 20.75993537902832,
        "E_coh": 0.5067477226257324,
        "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": [
          [
            [
              -100.46,
              41.76
            ],
            [
              -100.41,
              41.76
            ],
            [
              -100.4,
              41.74
            ],
            [
              -100.41,
              41.72
            ],
            [
              -100.4,
              41.67
            ],
            [
              -100.41,
              41.66
            ],
            [
              -100.45,
              41.68
            ],
            [
              -100.48,
              41.71
            ],
            [
              -100.48,
              41.73
            ],
            [
              -100.47,
              41.74
            ],
            [
              -100.48,
              41.75
            ],
            [
              -100.46,
              41.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1086,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "56bbe27b13cb96dc38cc23b26174ec40f96b82bc02b77fc0f2e98b94c98d6f6c",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1086,
        "probability": 0.002052,
        "confidence_lo": 0.001318,
        "confidence_hi": 0.002054,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45a563359f2cca59bd25cb1a85354701ddefc46d7ee60def0659afc0acbb90ac"
      },
      "receipt_sha256": "45a563359f2cca59bd25cb1a85354701ddefc46d7ee60def0659afc0acbb90ac"
    },
    {
      "storm_id": "27949",
      "lat": 30.5034,
      "lon": -110.79,
      "motion_east": 5.9,
      "motion_south": 1.7,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 633.0,
      "ebshear": 19.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.0641
        },
        {
          "name": "alignment",
          "value": 1.8711
        },
        {
          "name": "tau",
          "value": 0.4722
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1003
      },
      "coherence_score": 0.4721561074256897,
      "coherence_diagnostics": {
        "tau": 0.4721561074256897,
        "grad_tau": 0.14635983109474182,
        "torsion": 0.0,
        "alignment": 1.8711146116256714,
        "S_field": 0.22182460129261017,
        "Gamma_field": 0.7549015283584595,
        "S_over_Gamma": 0.2938457429409027,
        "Da": 46.23643112182617,
        "E_coh": 0.6567797660827637,
        "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": [
          [
            [
              -110.84,
              30.7
            ],
            [
              -110.78,
              30.7
            ],
            [
              -110.76,
              30.69
            ],
            [
              -110.76,
              30.68
            ],
            [
              -110.74,
              30.67
            ],
            [
              -110.69,
              30.62
            ],
            [
              -110.69,
              30.54
            ],
            [
              -110.7,
              30.53
            ],
            [
              -110.69,
              30.52
            ],
            [
              -110.7,
              30.5
            ],
            [
              -110.69,
              30.48
            ],
            [
              -110.72,
              30.43
            ],
            [
              -110.71,
              30.41
            ],
            [
              -110.72,
              30.4
            ],
            [
              -110.69,
              30.36
            ],
            [
              -110.69,
              30.33
            ],
            [
              -110.73,
              30.3
            ],
            [
              -110.74,
              30.31
            ],
            [
              -110.77,
              30.31
            ],
            [
              -110.79,
              30.32
            ],
            [
              -110.82,
              30.36
            ],
            [
              -110.84,
              30.36
            ],
            [
              -110.88,
              30.39
            ],
            [
              -110.89,
              30.39
            ],
            [
              -110.9,
              30.43
            ],
            [
              -110.91,
              30.44
            ],
            [
              -110.91,
              30.46
            ],
            [
              -110.87,
              30.52
            ],
            [
              -110.87,
              30.58
            ],
            [
              -110.86,
              30.59
            ],
            [
              -110.87,
              30.61
            ],
            [
              -110.86,
              30.63
            ],
            [
              -110.87,
              30.67
            ],
            [
              -110.86,
              30.69
            ],
            [
              -110.84,
              30.7
            ]
          ]
        ]
      },
      "raw_probability": 0.1003,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d994c5d0680debd6d6cec5d93b23a3593a08aa1c08a3a5e8d07845e51998c409",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.1003,
        "probability": 0.001407,
        "confidence_lo": 0.001318,
        "confidence_hi": 0.001407,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b96b86ea325cd175d1c8b06127645b2eecdf9e118d422c34b6f669a0b9c7c39"
      },
      "receipt_sha256": "0b96b86ea325cd175d1c8b06127645b2eecdf9e118d422c34b6f669a0b9c7c39"
    },
    {
      "storm_id": "28476",
      "lat": 40.8083,
      "lon": -99.8333,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 443.0,
      "ebshear": 23.0,
      "srh01": 0.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6891
        },
        {
          "name": "alignment",
          "value": -0.1048
        },
        {
          "name": "tau",
          "value": 0.675
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0971
      },
      "coherence_score": 0.6749991178512573,
      "coherence_diagnostics": {
        "tau": 0.6749991178512573,
        "grad_tau": 0.13261789083480835,
        "torsion": 0.0,
        "alignment": -0.10480666160583496,
        "S_field": 0.2336031198501587,
        "Gamma_field": 0.21740151941776276,
        "S_over_Gamma": 1.0745238065719604,
        "Da": 13.187740325927734,
        "E_coh": 0.554425060749054,
        "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": [
          [
            [
              -99.88,
              40.84
            ],
            [
              -99.8,
              40.84
            ],
            [
              -99.78,
              40.83
            ],
            [
              -99.78,
              40.75
            ],
            [
              -99.88,
              40.75
            ],
            [
              -99.88,
              40.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0971,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "0d4febb735edc693639877b2663ea4a166ba8d9e8c5805b18d5a577f30a7f796",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0971,
        "probability": 0.00139,
        "confidence_lo": 0.001318,
        "confidence_hi": 0.001391,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da09f0fd74300abbde07b9cb7155623e8dd6ceb9e3c68cabf4a7c56421c547b1"
      },
      "receipt_sha256": "da09f0fd74300abbde07b9cb7155623e8dd6ceb9e3c68cabf4a7c56421c547b1"
    },
    {
      "storm_id": "28509",
      "lat": 28.028,
      "lon": -97.672,
      "motion_east": 5.2,
      "motion_south": 3.6,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1860.0,
      "ebshear": 27.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4391
        },
        {
          "name": "alignment",
          "value": -1.5476
        },
        {
          "name": "tau",
          "value": 0.2708
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0876
      },
      "coherence_score": 0.27076399326324463,
      "coherence_diagnostics": {
        "tau": 0.27076399326324463,
        "grad_tau": 0.05451466888189316,
        "torsion": 0.0,
        "alignment": -1.5475881099700928,
        "S_field": 0.337893545627594,
        "Gamma_field": 1.2799015045166016,
        "S_over_Gamma": 0.2639996409416199,
        "Da": 74.7535171508789,
        "E_coh": 0.6743713021278381,
        "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": [
          [
            [
              -97.72,
              28.07
            ],
            [
              -97.65,
              28.07
            ],
            [
              -97.62,
              28.03
            ],
            [
              -97.62,
              27.99
            ],
            [
              -97.65,
              27.99
            ],
            [
              -97.66,
              28.01
            ],
            [
              -97.67,
              28.01
            ],
            [
              -97.68,
              27.99
            ],
            [
              -97.73,
              28.05
            ],
            [
              -97.72,
              28.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0876,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "71b59b001093f42c169a87e3e2e49f01aeadaf08cd4e0c18d88c10b0f0f2d4c7",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0876,
        "probability": 0.001381,
        "confidence_lo": 0.001318,
        "confidence_hi": 0.001381,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca5ed7d483a0479baccbfccb706334a96a4f3cd01f8d21e4584a0c4175a4b616"
      },
      "receipt_sha256": "ca5ed7d483a0479baccbfccb706334a96a4f3cd01f8d21e4584a0c4175a4b616"
    },
    {
      "storm_id": "28487",
      "lat": 26.4336,
      "lon": -97.9086,
      "motion_east": 4.4,
      "motion_south": 6.7,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1211.0,
      "ebshear": 28.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.6891
        },
        {
          "name": "alignment",
          "value": 5.1431
        },
        {
          "name": "tau",
          "value": 0.141
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0805
      },
      "coherence_score": 0.14101465046405792,
      "coherence_diagnostics": {
        "tau": 0.14101465046405792,
        "grad_tau": 0.10979245603084564,
        "torsion": 0.0,
        "alignment": 5.143109321594238,
        "S_field": 0.07322379946708679,
        "Gamma_field": 0.2415681928396225,
        "S_over_Gamma": 0.3031185567378998,
        "Da": 14.692375183105469,
        "E_coh": 0.381766676902771,
        "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": [
          [
            [
              -97.94,
              26.48
            ],
            [
              -97.93,
              26.48
            ],
            [
              -97.92,
              26.48
            ],
            [
              -97.91,
              26.47
            ],
            [
              -97.9,
              26.47
            ],
            [
              -97.89,
              26.47
            ],
            [
              -97.88,
              26.46
            ],
            [
              -97.87,
              26.46
            ],
            [
              -97.86,
              26.45
            ],
            [
              -97.85,
              26.44
            ],
            [
              -97.86,
              26.43
            ],
            [
              -97.87,
              26.42
            ],
            [
              -97.88,
              26.41
            ],
            [
              -97.87,
              26.4
            ],
            [
              -97.88,
              26.39
            ],
            [
              -97.89,
              26.39
            ],
            [
              -97.89,
              26.4
            ],
            [
              -97.89,
              26.41
            ],
            [
              -97.89,
              26.42
            ],
            [
              -97.9,
              26.43
            ],
            [
              -97.91,
              26.43
            ],
            [
              -97.92,
              26.43
            ],
            [
              -97.93,
              26.42
            ],
            [
              -97.94,
              26.41
            ],
            [
              -97.93,
              26.4
            ],
            [
              -97.92,
              26.4
            ],
            [
              -97.93,
              26.4
            ],
            [
              -97.94,
              26.4
            ],
            [
              -97.94,
              26.41
            ],
            [
              -97.94,
              26.42
            ],
            [
              -97.94,
              26.43
            ],
            [
              -97.94,
              26.44
            ],
            [
              -97.94,
              26.45
            ],
            [
              -97.94,
              26.46
            ],
            [
              -97.94,
              26.47
            ],
            [
              -97.94,
              26.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0805,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a55f4a12255ce670506dcd8fd3e9850372c21ab25e0157efc03548a0f654f27a",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0805,
        "probability": 0.001156,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001156,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4ab2ad168ffadfe65d1cc267811fb9274f52ce2f7eb7aa6e30bbd0275b0cf1d"
      },
      "receipt_sha256": "d4ab2ad168ffadfe65d1cc267811fb9274f52ce2f7eb7aa6e30bbd0275b0cf1d"
    },
    {
      "storm_id": "28382",
      "lat": 36.7752,
      "lon": -112.2623,
      "motion_east": 0.8,
      "motion_south": 2.3,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 347.0,
      "ebshear": 24.0,
      "srh01": 89.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8141
        },
        {
          "name": "alignment",
          "value": 5.0741
        },
        {
          "name": "tau",
          "value": 0.3176
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0788
      },
      "coherence_score": 0.3175916075706482,
      "coherence_diagnostics": {
        "tau": 0.3175916075706482,
        "grad_tau": 0.05842570960521698,
        "torsion": 0.0,
        "alignment": 5.074130058288574,
        "S_field": 0.20515291392803192,
        "Gamma_field": 0.6315682530403137,
        "S_over_Gamma": 0.32483094930648804,
        "Da": 37.95919418334961,
        "E_coh": 0.15977327525615692,
        "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": [
          [
            [
              -112.27,
              36.88
            ],
            [
              -112.26,
              36.88
            ],
            [
              -112.25,
              36.87
            ],
            [
              -112.24,
              36.87
            ],
            [
              -112.23,
              36.86
            ],
            [
              -112.22,
              36.85
            ],
            [
              -112.21,
              36.85
            ],
            [
              -112.2,
              36.84
            ],
            [
              -112.2,
              36.83
            ],
            [
              -112.19,
              36.82
            ],
            [
              -112.18,
              36.81
            ],
            [
              -112.18,
              36.8
            ],
            [
              -112.17,
              36.79
            ],
            [
              -112.17,
              36.78
            ],
            [
              -112.17,
              36.77
            ],
            [
              -112.18,
              36.76
            ],
            [
              -112.18,
              36.75
            ],
            [
              -112.18,
              36.74
            ],
            [
              -112.19,
              36.73
            ],
            [
              -112.2,
              36.73
            ],
            [
              -112.21,
              36.73
            ],
            [
              -112.22,
              36.73
            ],
            [
              -112.23,
              36.73
            ],
            [
              -112.24,
              36.74
            ],
            [
              -112.25,
              36.73
            ],
            [
              -112.26,
              36.73
            ],
            [
              -112.27,
              36.74
            ],
            [
              -112.27,
              36.75
            ],
            [
              -112.28,
              36.76
            ],
            [
              -112.29,
              36.76
            ],
            [
              -112.3,
              36.76
            ],
            [
              -112.31,
              36.76
            ],
            [
              -112.32,
              36.75
            ],
            [
              -112.32,
              36.74
            ],
            [
              -112.31,
              36.73
            ],
            [
              -112.3,
              36.73
            ],
            [
              -112.3,
              36.72
            ],
            [
              -112.29,
              36.71
            ],
            [
              -112.29,
              36.7
            ],
            [
              -112.3,
              36.7
            ],
            [
              -112.31,
              36.7
            ],
            [
              -112.32,
              36.7
            ],
            [
              -112.33,
              36.7
            ],
            [
              -112.34,
              36.71
            ],
            [
              -112.33,
              36.72
            ],
            [
              -112.33,
              36.73
            ],
            [
              -112.32,
              36.74
            ],
            [
              -112.32,
              36.75
            ],
            [
              -112.32,
              36.76
            ],
            [
              -112.31,
              36.77
            ],
            [
              -112.3,
              36.76
            ],
            [
              -112.29,
              36.76
            ],
            [
              -112.28,
              36.77
            ],
            [
              -112.27,
              36.78
            ],
            [
              -112.27,
              36.79
            ],
            [
              -112.28,
              36.8
            ],
            [
              -112.28,
              36.81
            ],
            [
              -112.29,
              36.82
            ],
            [
              -112.29,
              36.83
            ],
            [
              -112.29,
              36.84
            ],
            [
              -112.28,
              36.85
            ],
            [
              -112.27,
              36.86
            ],
            [
              -112.27,
              36.87
            ],
            [
              -112.27,
              36.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0788,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "be82900530b0f5d16fbdd2f07c25eee2067db6d2206ee63c4002b2f631b44989",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0788,
        "probability": 0.001029,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001029,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6abfaba22a96d3b3c3eb00da908158b67030aeae6fbc280116a9de575141f002"
      },
      "receipt_sha256": "6abfaba22a96d3b3c3eb00da908158b67030aeae6fbc280116a9de575141f002"
    },
    {
      "storm_id": "28360",
      "lat": 32.6218,
      "lon": -75.4191,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3827.0,
      "ebshear": 19.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1891
        },
        {
          "name": "alignment",
          "value": 0.3456
        },
        {
          "name": "tau",
          "value": 4.3255
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0775
      },
      "coherence_score": 4.325503826141357,
      "coherence_diagnostics": {
        "tau": 4.325503826141357,
        "grad_tau": 0.52601557970047,
        "torsion": 0.0,
        "alignment": 0.3455531597137451,
        "S_field": 1.3620221614837646,
        "Gamma_field": 0.1957348734140396,
        "S_over_Gamma": 6.958505153656006,
        "Da": 12.138535499572754,
        "E_coh": 0.975568950176239,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.42,
              32.66
            ],
            [
              -75.41,
              32.65
            ],
            [
              -75.41,
              32.63
            ],
            [
              -75.37,
              32.59
            ],
            [
              -75.38,
              32.58
            ],
            [
              -75.4,
              32.57
            ],
            [
              -75.44,
              32.59
            ],
            [
              -75.44,
              32.62
            ],
            [
              -75.46,
              32.64
            ],
            [
              -75.46,
              32.65
            ],
            [
              -75.42,
              32.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0775,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "52768f763c5bce6d1253d46f69d680cfd7b1ecf024e8c995d63342baaebcfb40",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0775,
        "probability": 0.001029,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001029,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5828b87bd5d7b7be31a530cda3938c8f79c24c925c928372ffff68679abf568b"
      },
      "receipt_sha256": "5828b87bd5d7b7be31a530cda3938c8f79c24c925c928372ffff68679abf568b"
    },
    {
      "storm_id": "28502",
      "lat": 37.3192,
      "lon": -112.8162,
      "motion_east": 0.3,
      "motion_south": 2.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 206.0,
      "ebshear": 18.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1891
        },
        {
          "name": "alignment",
          "value": 5.4337
        },
        {
          "name": "tau",
          "value": 0.3833
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0763
      },
      "coherence_score": 0.383251428604126,
      "coherence_diagnostics": {
        "tau": 0.383251428604126,
        "grad_tau": 0.02452770806849003,
        "torsion": 0.0,
        "alignment": 5.433727264404297,
        "S_field": 0.34112614393234253,
        "Gamma_field": 0.7765682339668274,
        "S_over_Gamma": 0.4392738938331604,
        "Da": 47.95326232910156,
        "E_coh": 0.22308845818042755,
        "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": [
          [
            [
              -112.85,
              37.35
            ],
            [
              -112.84,
              37.34
            ],
            [
              -112.81,
              37.35
            ],
            [
              -112.78,
              37.33
            ],
            [
              -112.76,
              37.33
            ],
            [
              -112.76,
              37.28
            ],
            [
              -112.78,
              37.27
            ],
            [
              -112.79,
              37.28
            ],
            [
              -112.83,
              37.29
            ],
            [
              -112.85,
              37.31
            ],
            [
              -112.85,
              37.33
            ],
            [
              -112.86,
              37.34
            ],
            [
              -112.85,
              37.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0763,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "4cb7d06b31e727411f7d85add4a42c08c1dc28f7ae7b765eefc41599fd7a1d41",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0763,
        "probability": 0.001029,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001029,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0c457880c9815f40856b261e4bccda1a6e21073025fb2b54cefd8df504eed23"
      },
      "receipt_sha256": "e0c457880c9815f40856b261e4bccda1a6e21073025fb2b54cefd8df504eed23"
    },
    {
      "storm_id": "28051",
      "lat": 41.3346,
      "lon": -103.2638,
      "motion_east": 4.5,
      "motion_south": 2.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 213.0,
      "ebshear": 20.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8141
        },
        {
          "name": "alignment",
          "value": 13.0092
        },
        {
          "name": "tau",
          "value": 0.5764
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0754
      },
      "coherence_score": 0.5764448642730713,
      "coherence_diagnostics": {
        "tau": 0.5764448642730713,
        "grad_tau": 0.08038971573114395,
        "torsion": 0.0,
        "alignment": 13.009248733520508,
        "S_field": 0.39434176683425903,
        "Gamma_field": 0.8524015545845032,
        "S_over_Gamma": 0.4626244008541107,
        "Da": 53.40259552001953,
        "E_coh": 0.33366841077804565,
        "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": [
          [
            [
              -103.19,
              41.42
            ],
            [
              -103.11,
              41.42
            ],
            [
              -103.1,
              41.41
            ],
            [
              -103.1,
              41.36
            ],
            [
              -103.12,
              41.35
            ],
            [
              -103.13,
              41.36
            ],
            [
              -103.2,
              41.36
            ],
            [
              -103.23,
              41.32
            ],
            [
              -103.24,
              41.28
            ],
            [
              -103.27,
              41.27
            ],
            [
              -103.29,
              41.25
            ],
            [
              -103.29,
              41.24
            ],
            [
              -103.33,
              41.24
            ],
            [
              -103.35,
              41.23
            ],
            [
              -103.37,
              41.25
            ],
            [
              -103.37,
              41.26
            ],
            [
              -103.43,
              41.31
            ],
            [
              -103.43,
              41.33
            ],
            [
              -103.41,
              41.35
            ],
            [
              -103.34,
              41.38
            ],
            [
              -103.33,
              41.4
            ],
            [
              -103.31,
              41.41
            ],
            [
              -103.2,
              41.41
            ],
            [
              -103.19,
              41.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0754,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "ad72fd77b05303555ad46e94bfa9e8b5714019281eb916247a206f90990966fd",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0754,
        "probability": 0.001029,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.001029,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a9be2e6b3a1164f673a3776a99cc3f1d25acb3c6b4befce1c50f6067f1276b2"
      },
      "receipt_sha256": "3a9be2e6b3a1164f673a3776a99cc3f1d25acb3c6b4befce1c50f6067f1276b2"
    },
    {
      "storm_id": "28443",
      "lat": 29.9271,
      "lon": -110.9779,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 596.0,
      "ebshear": 12.0,
      "srh01": 54.0,
      "maxllaz": 0.001,
      "mesh": 0.57,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5641
        },
        {
          "name": "alignment",
          "value": -2.9487
        },
        {
          "name": "tau",
          "value": 0.4635
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0741
      },
      "coherence_score": 0.4635210931301117,
      "coherence_diagnostics": {
        "tau": 0.4635210931301117,
        "grad_tau": 0.08401954919099808,
        "torsion": 0.0,
        "alignment": -2.9487149715423584,
        "S_field": 0.17577531933784485,
        "Gamma_field": 0.35823488235473633,
        "S_over_Gamma": 0.4906705915927887,
        "Da": 22.034542083740234,
        "E_coh": 0.5441116094589233,
        "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": [
          [
            [
              -110.99,
              30.0
            ],
            [
              -110.96,
              30.0
            ],
            [
              -110.95,
              29.99
            ],
            [
              -110.91,
              29.98
            ],
            [
              -110.9,
              29.94
            ],
            [
              -110.91,
              29.93
            ],
            [
              -110.91,
              29.91
            ],
            [
              -110.97,
              29.85
            ],
            [
              -110.99,
              29.84
            ],
            [
              -111.03,
              29.84
            ],
            [
              -111.05,
              29.86
            ],
            [
              -111.07,
              29.91
            ],
            [
              -111.06,
              29.93
            ],
            [
              -110.99,
              30.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0741,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a0153520199618a5505ec760f8c5b63cd5f2461d68b6152ccc5eeceb1492cc63",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0741,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "374917ac2f70b3a29921d2ab628957738eeff9bade57d55c05e96ad715fc5ecd"
      },
      "receipt_sha256": "374917ac2f70b3a29921d2ab628957738eeff9bade57d55c05e96ad715fc5ecd"
    },
    {
      "storm_id": "28445",
      "lat": 26.5207,
      "lon": -97.6093,
      "motion_east": 4.4,
      "motion_south": 6.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1579.0,
      "ebshear": 27.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.66,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6891
        },
        {
          "name": "alignment",
          "value": 6.2881
        },
        {
          "name": "tau",
          "value": 0.2021
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0737
      },
      "coherence_score": 0.2020539790391922,
      "coherence_diagnostics": {
        "tau": 0.2020539790391922,
        "grad_tau": 0.061661068350076675,
        "torsion": 0.0,
        "alignment": 6.288054943084717,
        "S_field": 0.18570193648338318,
        "Gamma_field": 1.538234829902649,
        "S_over_Gamma": 0.12072405219078064,
        "Da": 90.27459716796875,
        "E_coh": 0.7567915916442871,
        "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": [
          [
            [
              -97.67,
              26.57
            ],
            [
              -97.6,
              26.57
            ],
            [
              -97.59,
              26.56
            ],
            [
              -97.57,
              26.56
            ],
            [
              -97.54,
              26.52
            ],
            [
              -97.54,
              26.49
            ],
            [
              -97.55,
              26.48
            ],
            [
              -97.58,
              26.48
            ],
            [
              -97.59,
              26.47
            ],
            [
              -97.6,
              26.48
            ],
            [
              -97.64,
              26.48
            ],
            [
              -97.66,
              26.5
            ],
            [
              -97.66,
              26.52
            ],
            [
              -97.68,
              26.56
            ],
            [
              -97.67,
              26.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0737,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "1257d1f3302a3978b76a17b4fdb6200532f2c394f10a372929810f8c47441ebf",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0737,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d7138a3b72d6051b112730bbec15d4cc3d9326d4b66779ca46a32b58a770555"
      },
      "receipt_sha256": "1d7138a3b72d6051b112730bbec15d4cc3d9326d4b66779ca46a32b58a770555"
    },
    {
      "storm_id": "28480",
      "lat": 35.276,
      "lon": -74.314,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3764.0,
      "ebshear": 9.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1891
        },
        {
          "name": "alignment",
          "value": -0.887
        },
        {
          "name": "tau",
          "value": 3.0726
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0737
      },
      "coherence_score": 3.0725717544555664,
      "coherence_diagnostics": {
        "tau": 3.0725717544555664,
        "grad_tau": 0.9336614608764648,
        "torsion": 0.0,
        "alignment": -0.887028694152832,
        "S_field": 0.6405065059661865,
        "Gamma_field": 0.3165682256221771,
        "S_over_Gamma": 2.0232810974121094,
        "Da": 20.882030487060547,
        "E_coh": 0.831566572189331,
        "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": [
          [
            [
              -74.33,
              35.32
            ],
            [
              -74.29,
              35.31
            ],
            [
              -74.27,
              35.29
            ],
            [
              -74.27,
              35.27
            ],
            [
              -74.29,
              35.25
            ],
            [
              -74.31,
              35.25
            ],
            [
              -74.33,
              35.23
            ],
            [
              -74.36,
              35.23
            ],
            [
              -74.36,
              35.29
            ],
            [
              -74.33,
              35.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0737,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "1257d1f3302a3978b76a17b4fdb6200532f2c394f10a372929810f8c47441ebf",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0737,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d7138a3b72d6051b112730bbec15d4cc3d9326d4b66779ca46a32b58a770555"
      },
      "receipt_sha256": "1d7138a3b72d6051b112730bbec15d4cc3d9326d4b66779ca46a32b58a770555"
    },
    {
      "storm_id": "28479",
      "lat": 36.9086,
      "lon": -120.8386,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 1.0,
      "maxllaz": 0.011,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8141
        },
        {
          "name": "alignment",
          "value": 3.2549
        },
        {
          "name": "tau",
          "value": 0.958
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0724
      },
      "coherence_score": 0.9579819440841675,
      "coherence_diagnostics": {
        "tau": 0.9579819440841675,
        "grad_tau": 0.07040580362081528,
        "torsion": 0.0,
        "alignment": 3.2549214363098145,
        "S_field": 0.2599358856678009,
        "Gamma_field": 0.15990152955055237,
        "S_over_Gamma": 1.62559974193573,
        "Da": 9.770157814025879,
        "E_coh": 0.48598718643188477,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -120.85,
              36.95
            ],
            [
              -120.79,
              36.95
            ],
            [
              -120.79,
              36.87
            ],
            [
              -120.87,
              36.87
            ],
            [
              -120.87,
              36.88
            ],
            [
              -120.85,
              36.89
            ],
            [
              -120.85,
              36.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0724,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "b5c4802bd6ade64996badb0842854352c1a409d89d05266cd4d45e72bc06b872",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0724,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "539325fc7af4124ce8f67625625d79e669c10031a7191d008ae1dabd6ba86ccb"
      },
      "receipt_sha256": "539325fc7af4124ce8f67625625d79e669c10031a7191d008ae1dabd6ba86ccb"
    },
    {
      "storm_id": "27796",
      "lat": 27.046,
      "lon": -97.558,
      "motion_east": 4.5,
      "motion_south": 5.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2367.0,
      "ebshear": 24.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 3.91,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6891
        },
        {
          "name": "alignment",
          "value": 6.2881
        },
        {
          "name": "tau",
          "value": 0.2021
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0702
      },
      "coherence_score": 0.2020539790391922,
      "coherence_diagnostics": {
        "tau": 0.2020539790391922,
        "grad_tau": 0.061661068350076675,
        "torsion": 0.0,
        "alignment": 6.288054943084717,
        "S_field": 0.18570193648338318,
        "Gamma_field": 1.538234829902649,
        "S_over_Gamma": 0.12072405219078064,
        "Da": 90.27459716796875,
        "E_coh": 0.7567915916442871,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.5,
              27.22
            ],
            [
              -97.47,
              27.22
            ],
            [
              -97.45,
              27.2
            ],
            [
              -97.45,
              27.16
            ],
            [
              -97.49,
              27.12
            ],
            [
              -97.49,
              27.04
            ],
            [
              -97.48,
              27.03
            ],
            [
              -97.48,
              27.01
            ],
            [
              -97.5,
              26.99
            ],
            [
              -97.5,
              26.97
            ],
            [
              -97.54,
              26.93
            ],
            [
              -97.54,
              26.86
            ],
            [
              -97.55,
              26.84
            ],
            [
              -97.6,
              26.84
            ],
            [
              -97.6,
              26.85
            ],
            [
              -97.63,
              26.89
            ],
            [
              -97.63,
              26.97
            ],
            [
              -97.62,
              26.98
            ],
            [
              -97.62,
              27.01
            ],
            [
              -97.61,
              27.01
            ],
            [
              -97.59,
              27.03
            ],
            [
              -97.59,
              27.04
            ],
            [
              -97.61,
              27.06
            ],
            [
              -97.62,
              27.09
            ],
            [
              -97.66,
              27.13
            ],
            [
              -97.66,
              27.18
            ],
            [
              -97.64,
              27.16
            ],
            [
              -97.57,
              27.16
            ],
            [
              -97.55,
              27.17
            ],
            [
              -97.5,
              27.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0702,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "70d87bae55f813534e68658ad5d8c5018a17c6b729e5958fb5c180ea0b021c90",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0702,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec8618d981285451c5bc8ab470aebccc71f246d018c5a024cba91dd52dea5a7d"
      },
      "receipt_sha256": "ec8618d981285451c5bc8ab470aebccc71f246d018c5a024cba91dd52dea5a7d"
    },
    {
      "storm_id": "28236",
      "lat": 37.0143,
      "lon": -112.6329,
      "motion_east": 0.2,
      "motion_south": 2.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 275.0,
      "ebshear": 17.0,
      "srh01": 85.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8141
        },
        {
          "name": "alignment",
          "value": 5.0741
        },
        {
          "name": "tau",
          "value": 0.3176
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0668
      },
      "coherence_score": 0.3175916075706482,
      "coherence_diagnostics": {
        "tau": 0.3175916075706482,
        "grad_tau": 0.05842570960521698,
        "torsion": 0.0,
        "alignment": 5.074130058288574,
        "S_field": 0.20515291392803192,
        "Gamma_field": 0.6315682530403137,
        "S_over_Gamma": 0.32483094930648804,
        "Da": 37.95919418334961,
        "E_coh": 0.15977327525615692,
        "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": [
          [
            [
              -112.71,
              37.27
            ],
            [
              -112.7,
              37.27
            ],
            [
              -112.69,
              37.26
            ],
            [
              -112.68,
              37.26
            ],
            [
              -112.67,
              37.26
            ],
            [
              -112.66,
              37.26
            ],
            [
              -112.65,
              37.26
            ],
            [
              -112.64,
              37.26
            ],
            [
              -112.63,
              37.25
            ],
            [
              -112.63,
              37.24
            ],
            [
              -112.62,
              37.23
            ],
            [
              -112.61,
              37.23
            ],
            [
              -112.6,
              37.22
            ],
            [
              -112.6,
              37.21
            ],
            [
              -112.59,
              37.2
            ],
            [
              -112.58,
              37.2
            ],
            [
              -112.57,
              37.19
            ],
            [
              -112.57,
              37.18
            ],
            [
              -112.56,
              37.17
            ],
            [
              -112.55,
              37.16
            ],
            [
              -112.54,
              37.15
            ],
            [
              -112.53,
              37.14
            ],
            [
              -112.52,
              37.13
            ],
            [
              -112.52,
              37.12
            ],
            [
              -112.51,
              37.11
            ],
            [
              -112.51,
              37.1
            ],
            [
              -112.5,
              37.09
            ],
            [
              -112.5,
              37.08
            ],
            [
              -112.5,
              37.07
            ],
            [
              -112.5,
              37.06
            ],
            [
              -112.49,
              37.05
            ],
            [
              -112.48,
              37.04
            ],
            [
              -112.47,
              37.05
            ],
            [
              -112.46,
              37.06
            ],
            [
              -112.45,
              37.05
            ],
            [
              -112.44,
              37.05
            ],
            [
              -112.43,
              37.05
            ],
            [
              -112.42,
              37.05
            ],
            [
              -112.41,
              37.06
            ],
            [
              -112.4,
              37.06
            ],
            [
              -112.39,
              37.05
            ],
            [
              -112.39,
              37.04
            ],
            [
              -112.39,
              37.03
            ],
            [
              -112.39,
              37.02
            ],
            [
              -112.4,
              37.01
            ],
            [
              -112.39,
              37.0
            ],
            [
              -112.39,
              36.99
            ],
            [
              -112.38,
              36.98
            ],
            [
              -112.37,
              36.98
            ],
            [
              -112.37,
              36.97
            ],
            [
              -112.36,
              36.96
            ],
            [
              -112.36,
              36.95
            ],
            [
              -112.35,
              36.94
            ],
            [
              -112.34,
              36.93
            ],
            [
              -112.34,
              36.92
            ],
            [
              -112.34,
              36.91
            ],
            [
              -112.34,
              36.9
            ],
            [
              -112.35,
              36.89
            ],
            [
              -112.36,
              36.88
            ],
            [
              -112.37,
              36.87
            ],
            [
              -112.38,
              36.87
            ],
            [
              -112.39,
              36.88
            ],
            [
              -112.4,
              36.88
            ],
            [
              -112.41,
              36.87
            ],
            [
              -112.42,
              36.87
            ],
            [
              -112.43,
              36.87
            ],
            [
              -112.44,
              36.87
            ],
            [
              -112.45,
              36.87
            ],
            [
              -112.46,
              36.87
            ],
            [
              -112.47,
              36.87
            ],
            [
              -112.48,
              36.87
            ],
            [
              -112.49,
              36.87
            ],
            [
              -112.5,
              36.87
            ],
            [
              -112.51,
              36.86
            ],
            [
              -112.5,
              36.85
            ],
            [
              -112.49,
              36.85
            ],
            [
              -112.48,
              36.85
            ],
            [
              -112.47,
              36.85
            ],
            [
              -112.48,
              36.85
            ],
            [
              -112.49,
              36.85
            ],
            [
              -112.5,
              36.84
            ],
            [
              -112.51,
              36.83
            ],
            [
              -112.51,
              36.82
            ],
            [
              -112.51,
              36.81
            ],
            [
              -112.51,
              36.82
            ],
            [
              -112.51,
              36.83
            ],
            [
              -112.51,
              36.84
            ],
            [
              -112.51,
              36.85
            ],
            [
              -112.51,
              36.86
            ],
            [
              -112.51,
              36.87
            ],
            [
              -112.5,
              36.87
            ],
            [
              -112.49,
              36.87
            ],
            [
              -112.48,
              36.88
            ],
            [
              -112.47,
              36.89
            ],
            [
              -112.47,
              36.9
            ],
            [
              -112.47,
              36.91
            ],
            [
              -112.48,
              36.92
            ],
            [
              -112.47,
              36.93
            ],
            [
              -112.46,
              36.94
            ],
            [
              -112.45,
              36.95
            ],
            [
              -112.45,
              36.96
            ],
            [
              -112.45,
              36.97
            ],
            [
              -112.46,
              36.98
            ],
            [
              -112.47,
              36.99
            ],
            [
              -112.48,
              37.0
            ],
            [
              -112.49,
              37.0
            ],
            [
              -112.5,
              36.99
            ],
            [
              -112.51,
              36.99
            ],
            [
              -112.52,
              36.98
            ],
            [
              -112.53,
              36.98
            ],
            [
              -112.54,
              36.97
            ],
            [
              -112.55,
              36.97
            ],
            [
              -112.56,
              36.97
            ],
            [
              -112.57,
              36.97
            ],
            [
              -112.58,
              36.97
            ],
            [
              -112.59,
              36.97
            ],
            [
              -112.6,
              36.98
            ],
            [
              -112.61,
              36.98
            ],
            [
              -112.61,
              36.99
            ],
            [
              -112.61,
              37.0
            ],
            [
              -112.62,
              37.01
            ],
            [
              -112.63,
              37.02
            ],
            [
              -112.64,
              37.02
            ],
            [
              -112.65,
              37.03
            ],
            [
              -112.66,
              37.03
            ],
            [
              -112.67,
              37.03
            ],
            [
              -112.68,
              37.04
            ],
            [
              -112.69,
              37.03
            ],
            [
              -112.7,
              37.02
            ],
            [
              -112.7,
              37.01
            ],
            [
              -112.7,
              37.0
            ],
            [
              -112.69,
              36.99
            ],
            [
              -112.68,
              36.98
            ],
            [
              -112.67,
              36.97
            ],
            [
              -112.66,
              36.96
            ],
            [
              -112.66,
              36.95
            ],
            [
              -112.66,
              36.94
            ],
            [
              -112.65,
              36.93
            ],
            [
              -112.65,
              36.92
            ],
            [
              -112.65,
              36.91
            ],
            [
              -112.64,
              36.9
            ],
            [
              -112.63,
              36.9
            ],
            [
              -112.63,
              36.89
            ],
            [
              -112.62,
              36.88
            ],
            [
              -112.61,
              36.87
            ],
            [
              -112.6,
              36.87
            ],
            [
              -112.59,
              36.87
            ],
            [
              -112.58,
              36.88
            ],
            [
              -112.57,
              36.87
            ],
            [
              -112.57,
              36.86
            ],
            [
              -112.57,
              36.85
            ],
            [
              -112.57,
              36.84
            ],
            [
              -112.58,
              36.83
            ],
            [
              -112.59,
              36.84
            ],
            [
              -112.6,
              36.85
            ],
            [
              -112.61,
              36.85
            ],
            [
              -112.62,
              36.85
            ],
            [
              -112.62,
              36.86
            ],
            [
              -112.63,
              36.87
            ],
            [
              -112.63,
              36.88
            ],
            [
              -112.63,
              36.89
            ],
            [
              -112.64,
              36.9
            ],
            [
              -112.65,
              36.9
            ],
            [
              -112.66,
              36.9
            ],
            [
              -112.67,
              36.91
            ],
            [
              -112.68,
              36.91
            ],
            [
              -112.69,
              36.91
            ],
            [
              -112.7,
              36.91
            ],
            [
              -112.71,
              36.91
            ],
            [
              -112.72,
              36.91
            ],
            [
              -112.73,
              36.92
            ],
            [
              -112.74,
              36.92
            ],
            [
              -112.75,
              36.93
            ],
            [
              -112.75,
              36.94
            ],
            [
              -112.75,
              36.95
            ],
            [
              -112.76,
              36.96
            ],
            [
              -112.77,
              36.97
            ],
            [
              -112.78,
              36.97
            ],
            [
              -112.79,
              36.97
            ],
            [
              -112.8,
              36.98
            ],
            [
              -112.81,
              36.99
            ],
            [
              -112.82,
              37.0
            ],
            [
              -112.82,
              37.01
            ],
            [
              -112.83,
              37.02
            ],
            [
              -112.83,
              37.03
            ],
            [
              -112.84,
              37.04
            ],
            [
              -112.84,
              37.05
            ],
            [
              -112.85,
              37.06
            ],
            [
              -112.86,
              37.05
            ],
            [
              -112.86,
              37.04
            ],
            [
              -112.87,
              37.05
            ],
            [
              -112.88,
              37.05
            ],
            [
              -112.89,
              37.04
            ],
            [
              -112.9,
              37.05
            ],
            [
              -112.91,
              37.05
            ],
            [
              -112.92,
              37.04
            ],
            [
              -112.92,
              37.03
            ],
            [
              -112.93,
              37.03
            ],
            [
              -112.93,
              37.04
            ],
            [
              -112.94,
              37.05
            ],
            [
              -112.95,
              37.05
            ],
            [
              -112.96,
              37.06
            ],
            [
              -112.96,
              37.07
            ],
            [
              -112.96,
              37.08
            ],
            [
              -112.96,
              37.09
            ],
            [
              -112.96,
              37.1
            ],
            [
              -112.96,
              37.11
            ],
            [
              -112.96,
              37.12
            ],
            [
              -112.96,
              37.13
            ],
            [
              -112.96,
              37.14
            ],
            [
              -112.95,
              37.14
            ],
            [
              -112.94,
              37.14
            ],
            [
              -112.93,
              37.14
            ],
            [
              -112.92,
              37.14
            ],
            [
              -112.91,
              37.14
            ],
            [
              -112.9,
              37.14
            ],
            [
              -112.9,
              37.13
            ],
            [
              -112.89,
              37.12
            ],
            [
              -112.88,
              37.11
            ],
            [
              -112.87,
              37.1
            ],
            [
              -112.86,
              37.09
            ],
            [
              -112.86,
              37.08
            ],
            [
              -112.85,
              37.07
            ],
            [
              -112.84,
              37.08
            ],
            [
              -112.84,
              37.09
            ],
            [
              -112.83,
              37.09
            ],
            [
              -112.82,
              37.09
            ],
            [
              -112.81,
              37.09
            ],
            [
              -112.8,
              37.09
            ],
            [
              -112.79,
              37.09
            ],
            [
              -112.78,
              37.09
            ],
            [
              -112.77,
              37.09
            ],
            [
              -112.76,
              37.09
            ],
            [
              -112.75,
              37.08
            ],
            [
              -112.74,
              37.08
            ],
            [
              -112.73,
              37.07
            ],
            [
              -112.72,
              37.07
            ],
            [
              -112.71,
              37.07
            ],
            [
              -112.7,
              37.08
            ],
            [
              -112.7,
              37.09
            ],
            [
              -112.69,
              37.1
            ],
            [
              -112.69,
              37.11
            ],
            [
              -112.68,
              37.12
            ],
            [
              -112.67,
              37.13
            ],
            [
              -112.66,
              37.14
            ],
            [
              -112.66,
              37.15
            ],
            [
              -112.67,
              37.16
            ],
            [
              -112.67,
              37.17
            ],
            [
              -112.68,
              37.18
            ],
            [
              -112.69,
              37.19
            ],
            [
              -112.7,
              37.19
            ],
            [
              -112.71,
              37.19
            ],
            [
              -112.72,
              37.2
            ],
            [
              -112.73,
              37.21
            ],
            [
              -112.72,
              37.22
            ],
            [
              -112.72,
              37.23
            ],
            [
              -112.72,
              37.24
            ],
            [
              -112.71,
              37.25
            ],
            [
              -112.71,
              37.26
            ],
            [
              -112.71,
              37.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0668,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "07e0c0b6e7f6d099fad68aba5b018ef3a00795f1dedc4cde58758c5393707cee",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0668,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1a0382c45d20b078302ab3e608537625d17494e45c3e8bf48cc8a30dd207bdf2"
      },
      "receipt_sha256": "1a0382c45d20b078302ab3e608537625d17494e45c3e8bf48cc8a30dd207bdf2"
    },
    {
      "storm_id": "28404",
      "lat": 37.4725,
      "lon": -121.1725,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 12.0,
      "ebshear": 3.0,
      "srh01": 0.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8141
        },
        {
          "name": "alignment",
          "value": 1.2303
        },
        {
          "name": "tau",
          "value": 0.994
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0667
      },
      "coherence_score": 0.9939843416213989,
      "coherence_diagnostics": {
        "tau": 0.9939843416213989,
        "grad_tau": 0.04586820304393768,
        "torsion": 0.0,
        "alignment": 1.2302541732788086,
        "S_field": 0.2788659334182739,
        "Gamma_field": 0.1582348644733429,
        "S_over_Gamma": 1.7623544931411743,
        "Da": 9.669805526733398,
        "E_coh": 0.45633605122566223,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.23,
              37.51
            ],
            [
              -121.13,
              37.51
            ],
            [
              -121.13,
              37.48
            ],
            [
              -121.15,
              37.46
            ],
            [
              -121.15,
              37.45
            ],
            [
              -121.13,
              37.43
            ],
            [
              -121.23,
              37.43
            ],
            [
              -121.23,
              37.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0667,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "c871ef2432e1db28bd5a9dba5769eefccacb7dc08a91386e64389d9febdb95ed",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0667,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f83a4f123c74201c978d21fe291c035c4323400d826b99790053cb706c030f5"
      },
      "receipt_sha256": "9f83a4f123c74201c978d21fe291c035c4323400d826b99790053cb706c030f5"
    },
    {
      "storm_id": "27334",
      "lat": 37.6206,
      "lon": -112.9706,
      "motion_east": 3.7,
      "motion_south": 1.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 261.0,
      "ebshear": 24.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1891
        },
        {
          "name": "alignment",
          "value": 5.4337
        },
        {
          "name": "tau",
          "value": 0.3833
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0656
      },
      "coherence_score": 0.383251428604126,
      "coherence_diagnostics": {
        "tau": 0.383251428604126,
        "grad_tau": 0.02452770806849003,
        "torsion": 0.0,
        "alignment": 5.433727264404297,
        "S_field": 0.34112614393234253,
        "Gamma_field": 0.7765682339668274,
        "S_over_Gamma": 0.4392738938331604,
        "Da": 47.95326232910156,
        "E_coh": 0.22308845818042755,
        "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": [
          [
            [
              -113.0,
              37.67
            ],
            [
              -112.99,
              37.66
            ],
            [
              -112.98,
              37.67
            ],
            [
              -112.95,
              37.67
            ],
            [
              -112.94,
              37.66
            ],
            [
              -112.93,
              37.64
            ],
            [
              -112.93,
              37.6
            ],
            [
              -112.94,
              37.59
            ],
            [
              -112.93,
              37.57
            ],
            [
              -112.94,
              37.58
            ],
            [
              -112.96,
              37.57
            ],
            [
              -112.98,
              37.59
            ],
            [
              -113.0,
              37.57
            ],
            [
              -113.03,
              37.59
            ],
            [
              -113.03,
              37.63
            ],
            [
              -113.0,
              37.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0656,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "b0231e5d9410b24aea1dcc7eb634d389bd263c20ebb8ecb577a0e2347cba6960",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0656,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b5c9c755d8dfbfd2bdb14384c2bb586c264f05ae73315017784eb3b2245564ca"
      },
      "receipt_sha256": "b5c9c755d8dfbfd2bdb14384c2bb586c264f05ae73315017784eb3b2245564ca"
    },
    {
      "storm_id": "28134",
      "lat": 41.4711,
      "lon": -103.6078,
      "motion_east": 5.2,
      "motion_south": 2.3,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 396.0,
      "ebshear": 22.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3141
        },
        {
          "name": "alignment",
          "value": 10.8322
        },
        {
          "name": "tau",
          "value": 0.5907
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0635
      },
      "coherence_score": 0.5906624794006348,
      "coherence_diagnostics": {
        "tau": 0.5906624794006348,
        "grad_tau": 0.051803018897771835,
        "torsion": 0.0,
        "alignment": 10.832181930541992,
        "S_field": 0.33347854018211365,
        "Gamma_field": 0.3649015426635742,
        "S_over_Gamma": 0.9138863682746887,
        "Da": 23.219738006591797,
        "E_coh": 0.7601239085197449,
        "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": [
          [
            [
              -103.59,
              41.51
            ],
            [
              -103.55,
              41.51
            ],
            [
              -103.54,
              41.49
            ],
            [
              -103.56,
              41.44
            ],
            [
              -103.62,
              41.41
            ],
            [
              -103.7,
              41.41
            ],
            [
              -103.7,
              41.47
            ],
            [
              -103.62,
              41.49
            ],
            [
              -103.59,
              41.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0635,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "78dc41d4018c93a507a2cfda27e57dfe09687488e7c108b71f32a3376fb2e9a9",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0635,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb60b79c8777aedfcb54f33a903a04f9286bbc37641ec4a5eed70cbd037bb069"
      },
      "receipt_sha256": "eb60b79c8777aedfcb54f33a903a04f9286bbc37641ec4a5eed70cbd037bb069"
    },
    {
      "storm_id": "28342",
      "lat": 27.2571,
      "lon": -84.56,
      "motion_east": 4.8,
      "motion_south": 5.2,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2420.0,
      "ebshear": 17.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.8141
        },
        {
          "name": "alignment",
          "value": 0.4734
        },
        {
          "name": "tau",
          "value": 2.4221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0626
      },
      "coherence_score": 2.422102451324463,
      "coherence_diagnostics": {
        "tau": 2.422102451324463,
        "grad_tau": 0.25072017312049866,
        "torsion": 0.0,
        "alignment": 0.47343432903289795,
        "S_field": 1.038543701171875,
        "Gamma_field": 0.20406818389892578,
        "S_over_Gamma": 5.089199542999268,
        "Da": 13.672201156616211,
        "E_coh": 0.9212080836296082,
        "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": [
          [
            [
              -84.63,
              27.32
            ],
            [
              -84.57,
              27.32
            ],
            [
              -84.57,
              27.31
            ],
            [
              -84.55,
              27.29
            ],
            [
              -84.53,
              27.29
            ],
            [
              -84.52,
              27.28
            ],
            [
              -84.48,
              27.28
            ],
            [
              -84.46,
              27.23
            ],
            [
              -84.47,
              27.22
            ],
            [
              -84.49,
              27.23
            ],
            [
              -84.52,
              27.23
            ],
            [
              -84.54,
              27.22
            ],
            [
              -84.58,
              27.17
            ],
            [
              -84.64,
              27.17
            ],
            [
              -84.67,
              27.22
            ],
            [
              -84.67,
              27.27
            ],
            [
              -84.63,
              27.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0626,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "9138162be9fd6f7cc95833ba8c5784e91ab6f592fb1b2b991ec732a09b9c37df",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0626,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b39375599769fd1a70fc3e30a71b03d5c9572dd4f41e66a53ad7f052081b49e8"
      },
      "receipt_sha256": "b39375599769fd1a70fc3e30a71b03d5c9572dd4f41e66a53ad7f052081b49e8"
    },
    {
      "storm_id": "27919",
      "lat": 41.2128,
      "lon": -99.0983,
      "motion_east": 8.4,
      "motion_south": 9.0,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 411.0,
      "ebshear": 33.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8141
        },
        {
          "name": "alignment",
          "value": -2.7511
        },
        {
          "name": "tau",
          "value": 0.8478
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0625
      },
      "coherence_score": 0.8478410243988037,
      "coherence_diagnostics": {
        "tau": 0.8478410243988037,
        "grad_tau": 0.15497982501983643,
        "torsion": 0.0,
        "alignment": -2.7511067390441895,
        "S_field": 0.21023496985435486,
        "Gamma_field": 0.2832348644733429,
        "S_over_Gamma": 0.7422637343406677,
        "Da": 16.664987564086914,
        "E_coh": 0.4006887674331665,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.1,
              41.29
            ],
            [
              -99.09,
              41.28
            ],
            [
              -99.07,
              41.28
            ],
            [
              -99.07,
              41.25
            ],
            [
              -99.06,
              41.23
            ],
            [
              -99.02,
              41.2
            ],
            [
              -99.02,
              41.14
            ],
            [
              -99.04,
              41.13
            ],
            [
              -99.08,
              41.14
            ],
            [
              -99.09,
              41.15
            ],
            [
              -99.12,
              41.15
            ],
            [
              -99.13,
              41.16
            ],
            [
              -99.16,
              41.16
            ],
            [
              -99.18,
              41.17
            ],
            [
              -99.18,
              41.25
            ],
            [
              -99.15,
              41.28
            ],
            [
              -99.11,
              41.28
            ],
            [
              -99.1,
              41.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0625,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0625,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a29844899b735dc1b540c3cbea097e89124c868f989f2f00f9bd5cea6df552b2"
      },
      "receipt_sha256": "a29844899b735dc1b540c3cbea097e89124c868f989f2f00f9bd5cea6df552b2"
    },
    {
      "storm_id": "28165",
      "lat": 28.622,
      "lon": -79.223,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2907.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8141
        },
        {
          "name": "alignment",
          "value": 3.3554
        },
        {
          "name": "tau",
          "value": 2.7263
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 2.7263412475585938,
      "coherence_diagnostics": {
        "tau": 2.7263412475585938,
        "grad_tau": 0.11776447296142578,
        "torsion": 0.0,
        "alignment": 3.355437755584717,
        "S_field": 0.49047526717185974,
        "Gamma_field": 0.2807348668575287,
        "S_over_Gamma": 1.7471120357513428,
        "Da": 16.795700073242188,
        "E_coh": 0.8910539746284485,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.25,
              28.65
            ],
            [
              -79.24,
              28.65
            ],
            [
              -79.22,
              28.63
            ],
            [
              -79.19,
              28.63
            ],
            [
              -79.19,
              28.61
            ],
            [
              -79.18,
              28.6
            ],
            [
              -79.19,
              28.59
            ],
            [
              -79.25,
              28.59
            ],
            [
              -79.27,
              28.62
            ],
            [
              -79.25,
              28.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0605,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "169fd8ac5290f91a757c5921338a4fa9bbe65e218dc653fa9e67d35498b1a0d3"
      },
      "receipt_sha256": "169fd8ac5290f91a757c5921338a4fa9bbe65e218dc653fa9e67d35498b1a0d3"
    },
    {
      "storm_id": "28481",
      "lat": 32.7175,
      "lon": -75.8975,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3770.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1891
        },
        {
          "name": "alignment",
          "value": 0.3456
        },
        {
          "name": "tau",
          "value": 4.3255
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0599
      },
      "coherence_score": 4.325503826141357,
      "coherence_diagnostics": {
        "tau": 4.325503826141357,
        "grad_tau": 0.52601557970047,
        "torsion": 0.0,
        "alignment": 0.3455531597137451,
        "S_field": 1.3620221614837646,
        "Gamma_field": 0.1957348734140396,
        "S_over_Gamma": 6.958505153656006,
        "Da": 12.138535499572754,
        "E_coh": 0.975568950176239,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.9,
              32.74
            ],
            [
              -75.88,
              32.74
            ],
            [
              -75.84,
              32.72
            ],
            [
              -75.88,
              32.69
            ],
            [
              -75.91,
              32.69
            ],
            [
              -75.93,
              32.7
            ],
            [
              -75.94,
              32.72
            ],
            [
              -75.9,
              32.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0599,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0599,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c05d24a91a028faaa472444dcd985368d03ce6e681a47ac60c2d706b6bbdb9a1"
      },
      "receipt_sha256": "c05d24a91a028faaa472444dcd985368d03ce6e681a47ac60c2d706b6bbdb9a1"
    },
    {
      "storm_id": "28464",
      "lat": 50.9467,
      "lon": -102.9383,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 69.0,
      "ebshear": 14.0,
      "srh01": 18.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3141
        },
        {
          "name": "alignment",
          "value": -2.6451
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3930457532405853,
        "torsion": 0.0,
        "alignment": -2.6451282501220703,
        "S_field": 0.13267387449741364,
        "Gamma_field": 0.17573486268520355,
        "S_over_Gamma": 0.754966139793396,
        "Da": 10.39261531829834,
        "E_coh": 0.3168814778327942,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.99,
              50.96
            ],
            [
              -102.88,
              50.96
            ],
            [
              -102.88,
              50.94
            ],
            [
              -102.9,
              50.93
            ],
            [
              -102.99,
              50.93
            ],
            [
              -102.99,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0598,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3286c76e9afa966d44f8c1abc02c35db9500b346e9d6e61724a8837c8ac50ffd"
      },
      "receipt_sha256": "3286c76e9afa966d44f8c1abc02c35db9500b346e9d6e61724a8837c8ac50ffd"
    },
    {
      "storm_id": "28347",
      "lat": 41.382,
      "lon": -99.548,
      "motion_east": 6.6,
      "motion_south": 2.8,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 157.0,
      "ebshear": 34.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8141
        },
        {
          "name": "alignment",
          "value": -2.7511
        },
        {
          "name": "tau",
          "value": 0.8478
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 0.8478410243988037,
      "coherence_diagnostics": {
        "tau": 0.8478410243988037,
        "grad_tau": 0.15497982501983643,
        "torsion": 0.0,
        "alignment": -2.7511067390441895,
        "S_field": 0.21023496985435486,
        "Gamma_field": 0.2832348644733429,
        "S_over_Gamma": 0.7422637343406677,
        "Da": 16.664987564086914,
        "E_coh": 0.4006887674331665,
        "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": [
          [
            [
              -99.58,
              41.42
            ],
            [
              -99.52,
              41.42
            ],
            [
              -99.52,
              41.41
            ],
            [
              -99.5,
              41.39
            ],
            [
              -99.5,
              41.36
            ],
            [
              -99.52,
              41.32
            ],
            [
              -99.56,
              41.32
            ],
            [
              -99.6,
              41.35
            ],
            [
              -99.6,
              41.41
            ],
            [
              -99.58,
              41.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0596,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7429efac183bcd811bdd1d0266437886667b41b95b84b702eebc7867f4dac054"
      },
      "receipt_sha256": "7429efac183bcd811bdd1d0266437886667b41b95b84b702eebc7867f4dac054"
    },
    {
      "storm_id": "28441",
      "lat": 40.2692,
      "lon": -98.61,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 434.0,
      "ebshear": 30.0,
      "srh01": 0.0,
      "maxllaz": 0.009,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3141
        },
        {
          "name": "alignment",
          "value": -2.1162
        },
        {
          "name": "tau",
          "value": 0.7748
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0582
      },
      "coherence_score": 0.7748027443885803,
      "coherence_diagnostics": {
        "tau": 0.7748027443885803,
        "grad_tau": 0.21299518644809723,
        "torsion": 0.0,
        "alignment": -2.1161625385284424,
        "S_field": 0.17813733220100403,
        "Gamma_field": 0.2832348644733429,
        "S_over_Gamma": 0.6289385557174683,
        "Da": 16.44664764404297,
        "E_coh": 0.34743863344192505,
        "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": [
          [
            [
              -98.7,
              40.32
            ],
            [
              -98.62,
              40.32
            ],
            [
              -98.62,
              40.3
            ],
            [
              -98.61,
              40.29
            ],
            [
              -98.54,
              40.29
            ],
            [
              -98.54,
              40.27
            ],
            [
              -98.53,
              40.26
            ],
            [
              -98.53,
              40.21
            ],
            [
              -98.61,
              40.21
            ],
            [
              -98.61,
              40.23
            ],
            [
              -98.62,
              40.24
            ],
            [
              -98.7,
              40.24
            ],
            [
              -98.7,
              40.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0582,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "2bf6d682c3c3351365535975db1ccd26814c2d889de1b3d9392300c9aef4f4ef",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0582,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4898c038b885ded4ed750bc085da1d0ee80702417c45dae4f378483e51ad5aa6"
      },
      "receipt_sha256": "4898c038b885ded4ed750bc085da1d0ee80702417c45dae4f378483e51ad5aa6"
    },
    {
      "storm_id": "28448",
      "lat": 26.1239,
      "lon": -97.3796,
      "motion_east": 4.6,
      "motion_south": 6.2,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1701.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.6,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.3141
        },
        {
          "name": "alignment",
          "value": 2.6419
        },
        {
          "name": "tau",
          "value": 0.1416
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 0.141569122672081,
      "coherence_diagnostics": {
        "tau": 0.141569122672081,
        "grad_tau": 0.1082128956913948,
        "torsion": 0.0,
        "alignment": 2.641927480697632,
        "S_field": 0.05080706253647804,
        "Gamma_field": 0.36573487520217896,
        "S_over_Gamma": 0.1389177441596985,
        "Da": 22.03704071044922,
        "E_coh": 0.2654871940612793,
        "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": [
          [
            [
              -97.36,
              26.19
            ],
            [
              -97.33,
              26.18
            ],
            [
              -97.3,
              26.15
            ],
            [
              -97.29,
              26.15
            ],
            [
              -97.29,
              26.13
            ],
            [
              -97.32,
              26.13
            ],
            [
              -97.33,
              26.12
            ],
            [
              -97.33,
              26.1
            ],
            [
              -97.36,
              26.07
            ],
            [
              -97.39,
              26.07
            ],
            [
              -97.4,
              26.06
            ],
            [
              -97.43,
              26.06
            ],
            [
              -97.45,
              26.07
            ],
            [
              -97.46,
              26.08
            ],
            [
              -97.45,
              26.08
            ],
            [
              -97.43,
              26.1
            ],
            [
              -97.44,
              26.12
            ],
            [
              -97.42,
              26.14
            ],
            [
              -97.42,
              26.15
            ],
            [
              -97.41,
              26.15
            ],
            [
              -97.39,
              26.18
            ],
            [
              -97.37,
              26.18
            ],
            [
              -97.36,
              26.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0576,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5676e1fca1d48e3e95617a5f4eafa02801b17b3e67d2fb42e869a6de067b7ce0"
      },
      "receipt_sha256": "5676e1fca1d48e3e95617a5f4eafa02801b17b3e67d2fb42e869a6de067b7ce0"
    },
    {
      "storm_id": "28488",
      "lat": 26.3764,
      "lon": -97.6727,
      "motion_east": 4.4,
      "motion_south": 6.9,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1415.0,
      "ebshear": 28.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.56,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.3141
        },
        {
          "name": "alignment",
          "value": 2.6419
        },
        {
          "name": "tau",
          "value": 0.1416
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 0.141569122672081,
      "coherence_diagnostics": {
        "tau": 0.141569122672081,
        "grad_tau": 0.1082128956913948,
        "torsion": 0.0,
        "alignment": 2.641927480697632,
        "S_field": 0.05080706253647804,
        "Gamma_field": 0.36573487520217896,
        "S_over_Gamma": 0.1389177441596985,
        "Da": 22.03704071044922,
        "E_coh": 0.2654871940612793,
        "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": [
          [
            [
              -97.67,
              26.43
            ],
            [
              -97.64,
              26.43
            ],
            [
              -97.62,
              26.4
            ],
            [
              -97.62,
              26.34
            ],
            [
              -97.64,
              26.32
            ],
            [
              -97.69,
              26.32
            ],
            [
              -97.71,
              26.34
            ],
            [
              -97.71,
              26.36
            ],
            [
              -97.72,
              26.37
            ],
            [
              -97.71,
              26.4
            ],
            [
              -97.67,
              26.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0576,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5676e1fca1d48e3e95617a5f4eafa02801b17b3e67d2fb42e869a6de067b7ce0"
      },
      "receipt_sha256": "5676e1fca1d48e3e95617a5f4eafa02801b17b3e67d2fb42e869a6de067b7ce0"
    },
    {
      "storm_id": "28378",
      "lat": 40.485,
      "lon": -98.55,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 554.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3141
        },
        {
          "name": "alignment",
          "value": -2.1162
        },
        {
          "name": "tau",
          "value": 0.7748
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 0.7748027443885803,
      "coherence_diagnostics": {
        "tau": 0.7748027443885803,
        "grad_tau": 0.21299518644809723,
        "torsion": 0.0,
        "alignment": -2.1161625385284424,
        "S_field": 0.17813733220100403,
        "Gamma_field": 0.2832348644733429,
        "S_over_Gamma": 0.6289385557174683,
        "Da": 16.44664764404297,
        "E_coh": 0.34743863344192505,
        "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,
              40.52
            ],
            [
              -98.52,
              40.51
            ],
            [
              -98.52,
              40.45
            ],
            [
              -98.53,
              40.44
            ],
            [
              -98.57,
              40.45
            ],
            [
              -98.57,
              40.49
            ],
            [
              -98.59,
              40.5
            ],
            [
              -98.55,
              40.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0547,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0547,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "064196e461d48e150ea941b17f67e9d52dc744c7e736402bf4b3f422948f3fd1"
      },
      "receipt_sha256": "064196e461d48e150ea941b17f67e9d52dc744c7e736402bf4b3f422948f3fd1"
    },
    {
      "storm_id": "28485",
      "lat": 27.0974,
      "lon": -79.6442,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3477.0,
      "ebshear": 16.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9391
        },
        {
          "name": "alignment",
          "value": 1.0462
        },
        {
          "name": "tau",
          "value": 1.8864
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 1.886429786682129,
      "coherence_diagnostics": {
        "tau": 1.886429786682129,
        "grad_tau": 0.6174562573432922,
        "torsion": 0.0,
        "alignment": 1.0461561679840088,
        "S_field": 0.740511953830719,
        "Gamma_field": 0.22823487222194672,
        "S_over_Gamma": 3.2445170879364014,
        "Da": 13.62081527709961,
        "E_coh": 0.9400503635406494,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.67,
              27.14
            ],
            [
              -79.65,
              27.13
            ],
            [
              -79.61,
              27.14
            ],
            [
              -79.6,
              27.12
            ],
            [
              -79.61,
              27.1
            ],
            [
              -79.58,
              27.06
            ],
            [
              -79.6,
              27.06
            ],
            [
              -79.61,
              27.04
            ],
            [
              -79.65,
              27.06
            ],
            [
              -79.68,
              27.06
            ],
            [
              -79.67,
              27.08
            ],
            [
              -79.65,
              27.07
            ],
            [
              -79.64,
              27.08
            ],
            [
              -79.64,
              27.1
            ],
            [
              -79.65,
              27.11
            ],
            [
              -79.68,
              27.11
            ],
            [
              -79.69,
              27.12
            ],
            [
              -79.69,
              27.13
            ],
            [
              -79.67,
              27.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0544,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e54efee22e0a8a10bf27e94a1d25de3d22c86d33d89eeca89e4201e94e7cf47b"
      },
      "receipt_sha256": "e54efee22e0a8a10bf27e94a1d25de3d22c86d33d89eeca89e4201e94e7cf47b"
    },
    {
      "storm_id": "28094",
      "lat": 27.6267,
      "lon": -97.5761,
      "motion_east": 4.5,
      "motion_south": 5.0,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2283.0,
      "ebshear": 26.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.73,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5641
        },
        {
          "name": "alignment",
          "value": 4.1189
        },
        {
          "name": "tau",
          "value": 0.2577
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 0.2577146887779236,
      "coherence_diagnostics": {
        "tau": 0.2577146887779236,
        "grad_tau": 0.03439214453101158,
        "torsion": 0.0,
        "alignment": 4.118910789489746,
        "S_field": 0.30292069911956787,
        "Gamma_field": 1.3582348823547363,
        "S_over_Gamma": 0.22302526235580444,
        "Da": 79.24458312988281,
        "E_coh": 0.7717072367668152,
        "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": [
          [
            [
              -97.54,
              27.7
            ],
            [
              -97.52,
              27.7
            ],
            [
              -97.46,
              27.64
            ],
            [
              -97.46,
              27.62
            ],
            [
              -97.51,
              27.56
            ],
            [
              -97.57,
              27.54
            ],
            [
              -97.58,
              27.55
            ],
            [
              -97.6,
              27.55
            ],
            [
              -97.61,
              27.56
            ],
            [
              -97.65,
              27.57
            ],
            [
              -97.68,
              27.6
            ],
            [
              -97.68,
              27.65
            ],
            [
              -97.66,
              27.66
            ],
            [
              -97.6,
              27.66
            ],
            [
              -97.59,
              27.67
            ],
            [
              -97.57,
              27.67
            ],
            [
              -97.55,
              27.68
            ],
            [
              -97.54,
              27.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0539,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d87cdb2c6a40afe4d9b746ae05828602331970a490823ace0907b699f63c723c"
      },
      "receipt_sha256": "d87cdb2c6a40afe4d9b746ae05828602331970a490823ace0907b699f63c723c"
    },
    {
      "storm_id": "28425",
      "lat": 28.79,
      "lon": -79.2082,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2888.0,
      "ebshear": 14.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8141
        },
        {
          "name": "alignment",
          "value": 3.3554
        },
        {
          "name": "tau",
          "value": 2.7263
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 2.7263412475585938,
      "coherence_diagnostics": {
        "tau": 2.7263412475585938,
        "grad_tau": 0.11776447296142578,
        "torsion": 0.0,
        "alignment": 3.355437755584717,
        "S_field": 0.49047526717185974,
        "Gamma_field": 0.2807348668575287,
        "S_over_Gamma": 1.7471120357513428,
        "Da": 16.795700073242188,
        "E_coh": 0.8910539746284485,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.24,
              28.83
            ],
            [
              -79.22,
              28.83
            ],
            [
              -79.21,
              28.79
            ],
            [
              -79.2,
              28.78
            ],
            [
              -79.16,
              28.8
            ],
            [
              -79.16,
              28.76
            ],
            [
              -79.18,
              28.77
            ],
            [
              -79.21,
              28.77
            ],
            [
              -79.23,
              28.76
            ],
            [
              -79.24,
              28.77
            ],
            [
              -79.24,
              28.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0537,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4dbcec6e29e21bb4a767a5357c490cf4130d45455db77b5cb69bc7d92f24316a"
      },
      "receipt_sha256": "4dbcec6e29e21bb4a767a5357c490cf4130d45455db77b5cb69bc7d92f24316a"
    },
    {
      "storm_id": "27443",
      "lat": 29.991,
      "lon": -79.702,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3606.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4391
        },
        {
          "name": "alignment",
          "value": 0.1591
        },
        {
          "name": "tau",
          "value": 2.757
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 2.757049083709717,
      "coherence_diagnostics": {
        "tau": 2.757049083709717,
        "grad_tau": 0.16460615396499634,
        "torsion": 0.0,
        "alignment": 0.15907275676727295,
        "S_field": 0.35480797290802,
        "Gamma_field": 0.24990151822566986,
        "S_over_Gamma": 1.4197912216186523,
        "Da": 14.769926071166992,
        "E_coh": 0.9291933178901672,
        "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": [
          [
            [
              -79.71,
              30.02
            ],
            [
              -79.7,
              30.01
            ],
            [
              -79.69,
              30.02
            ],
            [
              -79.67,
              30.0
            ],
            [
              -79.67,
              29.97
            ],
            [
              -79.69,
              29.95
            ],
            [
              -79.72,
              29.95
            ],
            [
              -79.73,
              29.96
            ],
            [
              -79.73,
              30.01
            ],
            [
              -79.71,
              30.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0526,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d71ff05da5ec6278ae0e47cccefb5d6fb3234e15914837eef4b4e1a7edd61741"
      },
      "receipt_sha256": "d71ff05da5ec6278ae0e47cccefb5d6fb3234e15914837eef4b4e1a7edd61741"
    },
    {
      "storm_id": "28484",
      "lat": 27.35,
      "lon": -84.7818,
      "motion_east": 5.0,
      "motion_south": 4.6,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2174.0,
      "ebshear": 11.0,
      "srh01": 21.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.5641
        },
        {
          "name": "alignment",
          "value": -0.7162
        },
        {
          "name": "tau",
          "value": 2.5305
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 2.5305004119873047,
      "coherence_diagnostics": {
        "tau": 2.5305004119873047,
        "grad_tau": 0.22887811064720154,
        "torsion": 0.0,
        "alignment": -0.7161926031112671,
        "S_field": 1.3597922325134277,
        "Gamma_field": 0.20156820118427277,
        "S_over_Gamma": 6.746065139770508,
        "Da": 13.413877487182617,
        "E_coh": 0.9748401641845703,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.82,
              27.39
            ],
            [
              -84.78,
              27.39
            ],
            [
              -84.76,
              27.38
            ],
            [
              -84.74,
              27.36
            ],
            [
              -84.74,
              27.34
            ],
            [
              -84.75,
              27.33
            ],
            [
              -84.77,
              27.33
            ],
            [
              -84.79,
              27.31
            ],
            [
              -84.81,
              27.31
            ],
            [
              -84.82,
              27.32
            ],
            [
              -84.82,
              27.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0526,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d71ff05da5ec6278ae0e47cccefb5d6fb3234e15914837eef4b4e1a7edd61741"
      },
      "receipt_sha256": "d71ff05da5ec6278ae0e47cccefb5d6fb3234e15914837eef4b4e1a7edd61741"
    },
    {
      "storm_id": "28346",
      "lat": 41.473,
      "lon": -99.725,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 147.0,
      "ebshear": 33.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8141
        },
        {
          "name": "alignment",
          "value": -0.4542
        },
        {
          "name": "tau",
          "value": 0.7658
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 0.7657651901245117,
      "coherence_diagnostics": {
        "tau": 0.7657651901245117,
        "grad_tau": 0.13940827548503876,
        "torsion": 0.0,
        "alignment": -0.4541642665863037,
        "S_field": 0.148189976811409,
        "Gamma_field": 0.3207348883152008,
        "S_over_Gamma": 0.46203261613845825,
        "Da": 19.205204010009766,
        "E_coh": 0.4487234354019165,
        "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": [
          [
            [
              -99.72,
              41.51
            ],
            [
              -99.71,
              41.51
            ],
            [
              -99.69,
              41.49
            ],
            [
              -99.69,
              41.46
            ],
            [
              -99.71,
              41.42
            ],
            [
              -99.75,
              41.42
            ],
            [
              -99.76,
              41.43
            ],
            [
              -99.76,
              41.49
            ],
            [
              -99.74,
              41.49
            ],
            [
              -99.72,
              41.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0516,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "89a03d60537eca96f9a30eb3bd466071445e1cf615c61f5832220552c8a28e67"
      },
      "receipt_sha256": "89a03d60537eca96f9a30eb3bd466071445e1cf615c61f5832220552c8a28e67"
    },
    {
      "storm_id": "28474",
      "lat": 41.459,
      "lon": -100.119,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 269.0,
      "ebshear": 32.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8141
        },
        {
          "name": "alignment",
          "value": -0.4542
        },
        {
          "name": "tau",
          "value": 0.7658
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 0.7657651901245117,
      "coherence_diagnostics": {
        "tau": 0.7657651901245117,
        "grad_tau": 0.13940827548503876,
        "torsion": 0.0,
        "alignment": -0.4541642665863037,
        "S_field": 0.148189976811409,
        "Gamma_field": 0.3207348883152008,
        "S_over_Gamma": 0.46203261613845825,
        "Da": 19.205204010009766,
        "E_coh": 0.4487234354019165,
        "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": [
          [
            [
              -100.11,
              41.5
            ],
            [
              -100.08,
              41.47
            ],
            [
              -100.08,
              41.42
            ],
            [
              -100.09,
              41.41
            ],
            [
              -100.14,
              41.41
            ],
            [
              -100.16,
              41.44
            ],
            [
              -100.16,
              41.46
            ],
            [
              -100.14,
              41.49
            ],
            [
              -100.12,
              41.49
            ],
            [
              -100.11,
              41.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0516,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "89a03d60537eca96f9a30eb3bd466071445e1cf615c61f5832220552c8a28e67"
      },
      "receipt_sha256": "89a03d60537eca96f9a30eb3bd466071445e1cf615c61f5832220552c8a28e67"
    },
    {
      "storm_id": "28510",
      "lat": 27.2554,
      "lon": -79.4815,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3410.0,
      "ebshear": 15.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0641
        },
        {
          "name": "alignment",
          "value": 1.5516
        },
        {
          "name": "tau",
          "value": 2.3266
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 2.3266148567199707,
      "coherence_diagnostics": {
        "tau": 2.3266148567199707,
        "grad_tau": 0.37729156017303467,
        "torsion": 0.0,
        "alignment": 1.5515892505645752,
        "S_field": 0.546759307384491,
        "Gamma_field": 0.23573485016822815,
        "S_over_Gamma": 2.319382667541504,
        "Da": 14.204150199890137,
        "E_coh": 0.9285284280776978,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.51,
              27.3
            ],
            [
              -79.43,
              27.3
            ],
            [
              -79.44,
              27.26
            ],
            [
              -79.45,
              27.25
            ],
            [
              -79.44,
              27.24
            ],
            [
              -79.44,
              27.22
            ],
            [
              -79.48,
              27.22
            ],
            [
              -79.49,
              27.23
            ],
            [
              -79.51,
              27.22
            ],
            [
              -79.52,
              27.23
            ],
            [
              -79.51,
              27.26
            ],
            [
              -79.53,
              27.29
            ],
            [
              -79.51,
              27.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0511,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9e2fcd6ee034dfa060745f71bd3188bb876f70a7e4ee4810554d1d2ef10df03"
      },
      "receipt_sha256": "c9e2fcd6ee034dfa060745f71bd3188bb876f70a7e4ee4810554d1d2ef10df03"
    },
    {
      "storm_id": "28057",
      "lat": 32.5713,
      "lon": -111.8313,
      "motion_east": 0.7,
      "motion_south": 3.6,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1256.0,
      "ebshear": 13.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8141
        },
        {
          "name": "alignment",
          "value": 1.5609
        },
        {
          "name": "tau",
          "value": 0.271
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 0.27097880840301514,
      "coherence_diagnostics": {
        "tau": 0.27097880840301514,
        "grad_tau": 0.08103543519973755,
        "torsion": 0.0,
        "alignment": 1.560911774635315,
        "S_field": 0.18227505683898926,
        "Gamma_field": 1.0807348489761353,
        "S_over_Gamma": 0.16865845024585724,
        "Da": 66.38251495361328,
        "E_coh": 0.3355104923248291,
        "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": [
          [
            [
              -111.89,
              32.67
            ],
            [
              -111.88,
              32.66
            ],
            [
              -111.84,
              32.66
            ],
            [
              -111.82,
              32.65
            ],
            [
              -111.79,
              32.62
            ],
            [
              -111.78,
              32.59
            ],
            [
              -111.73,
              32.54
            ],
            [
              -111.69,
              32.52
            ],
            [
              -111.69,
              32.47
            ],
            [
              -111.71,
              32.47
            ],
            [
              -111.73,
              32.45
            ],
            [
              -111.81,
              32.45
            ],
            [
              -111.83,
              32.46
            ],
            [
              -111.83,
              32.48
            ],
            [
              -111.85,
              32.51
            ],
            [
              -111.85,
              32.55
            ],
            [
              -111.88,
              32.58
            ],
            [
              -111.92,
              32.58
            ],
            [
              -111.94,
              32.6
            ],
            [
              -111.94,
              32.64
            ],
            [
              -111.93,
              32.66
            ],
            [
              -111.9,
              32.66
            ],
            [
              -111.89,
              32.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0508,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25f99be72767a4e50664286ea913fdba24d414643432e1e2646fbb7bfbacb61e"
      },
      "receipt_sha256": "25f99be72767a4e50664286ea913fdba24d414643432e1e2646fbb7bfbacb61e"
    },
    {
      "storm_id": "28486",
      "lat": 27.0367,
      "lon": -98.4678,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1241.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5641
        },
        {
          "name": "alignment",
          "value": 3.4698
        },
        {
          "name": "tau",
          "value": 0.2182
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0499
      },
      "coherence_score": 0.218207448720932,
      "coherence_diagnostics": {
        "tau": 0.218207448720932,
        "grad_tau": 0.07743222266435623,
        "torsion": 0.0,
        "alignment": 3.469820976257324,
        "S_field": 0.19296641647815704,
        "Gamma_field": 1.1382348537445068,
        "S_over_Gamma": 0.16953128576278687,
        "Da": 69.32274627685547,
        "E_coh": 0.7027473449707031,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.5,
              27.08
            ],
            [
              -98.41,
              27.08
            ],
            [
              -98.4,
              27.07
            ],
            [
              -98.44,
              27.0
            ],
            [
              -98.45,
              27.0
            ],
            [
              -98.49,
              26.97
            ],
            [
              -98.51,
              26.98
            ],
            [
              -98.51,
              27.07
            ],
            [
              -98.5,
              27.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0499,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0499,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fce0f3882ec1efaa141d65d35d37153aefc3138448474656ca76a79a4c04192f"
      },
      "receipt_sha256": "fce0f3882ec1efaa141d65d35d37153aefc3138448474656ca76a79a4c04192f"
    },
    {
      "storm_id": "28406",
      "lat": 29.001,
      "lon": -79.193,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2943.0,
      "ebshear": 15.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8141
        },
        {
          "name": "alignment",
          "value": 3.3554
        },
        {
          "name": "tau",
          "value": 2.7263
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 2.7263412475585938,
      "coherence_diagnostics": {
        "tau": 2.7263412475585938,
        "grad_tau": 0.11776447296142578,
        "torsion": 0.0,
        "alignment": 3.355437755584717,
        "S_field": 0.49047526717185974,
        "Gamma_field": 0.2807348668575287,
        "S_over_Gamma": 1.7471120357513428,
        "Da": 16.795700073242188,
        "E_coh": 0.8910539746284485,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.23,
              29.04
            ],
            [
              -79.17,
              29.04
            ],
            [
              -79.15,
              29.02
            ],
            [
              -79.15,
              29.0
            ],
            [
              -79.16,
              28.99
            ],
            [
              -79.16,
              28.96
            ],
            [
              -79.2,
              28.96
            ],
            [
              -79.24,
              28.93
            ],
            [
              -79.24,
              29.03
            ],
            [
              -79.23,
              29.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0498,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4e4748b5cfd1f18b90a2971ee3e07327f2ad73c58c0dadb5776b6a487146545"
      },
      "receipt_sha256": "b4e4748b5cfd1f18b90a2971ee3e07327f2ad73c58c0dadb5776b6a487146545"
    },
    {
      "storm_id": "27710",
      "lat": 31.1958,
      "lon": -110.3861,
      "motion_east": 1.1,
      "motion_south": 4.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 399.0,
      "ebshear": 11.0,
      "srh01": 25.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.9391
        },
        {
          "name": "alignment",
          "value": 3.0917
        },
        {
          "name": "tau",
          "value": 0.4036
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.4035578668117523,
      "coherence_diagnostics": {
        "tau": 0.4035578668117523,
        "grad_tau": 0.07104085385799408,
        "torsion": 0.0,
        "alignment": 3.091696262359619,
        "S_field": 0.22050949931144714,
        "Gamma_field": 0.7915682196617126,
        "S_over_Gamma": 0.2785729467868805,
        "Da": 49.455101013183594,
        "E_coh": 0.27948397397994995,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.46,
              31.35
            ],
            [
              -110.4,
              31.35
            ],
            [
              -110.42,
              31.33
            ],
            [
              -110.42,
              31.32
            ],
            [
              -110.39,
              31.29
            ],
            [
              -110.39,
              31.26
            ],
            [
              -110.4,
              31.25
            ],
            [
              -110.4,
              31.2
            ],
            [
              -110.38,
              31.18
            ],
            [
              -110.37,
              31.19
            ],
            [
              -110.35,
              31.19
            ],
            [
              -110.33,
              31.17
            ],
            [
              -110.33,
              31.16
            ],
            [
              -110.3,
              31.13
            ],
            [
              -110.29,
              31.13
            ],
            [
              -110.29,
              31.09
            ],
            [
              -110.27,
              31.07
            ],
            [
              -110.28,
              31.06
            ],
            [
              -110.31,
              31.06
            ],
            [
              -110.33,
              31.07
            ],
            [
              -110.32,
              31.08
            ],
            [
              -110.35,
              31.12
            ],
            [
              -110.37,
              31.12
            ],
            [
              -110.38,
              31.13
            ],
            [
              -110.39,
              31.12
            ],
            [
              -110.41,
              31.13
            ],
            [
              -110.41,
              31.17
            ],
            [
              -110.42,
              31.18
            ],
            [
              -110.41,
              31.2
            ],
            [
              -110.43,
              31.22
            ],
            [
              -110.46,
              31.23
            ],
            [
              -110.49,
              31.26
            ],
            [
              -110.49,
              31.28
            ],
            [
              -110.5,
              31.29
            ],
            [
              -110.5,
              31.32
            ],
            [
              -110.46,
              31.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0472,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0472,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "974561a584d87d481f0ebda33aa840df249d256b7ecaf820def574c0a5d18ecc"
      },
      "receipt_sha256": "974561a584d87d481f0ebda33aa840df249d256b7ecaf820def574c0a5d18ecc"
    },
    {
      "storm_id": "28263",
      "lat": 40.6357,
      "lon": -111.7971,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 370.0,
      "ebshear": 14.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0641
        },
        {
          "name": "alignment",
          "value": -0.4494
        },
        {
          "name": "tau",
          "value": 0.3002
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0468
      },
      "coherence_score": 0.30023640394210815,
      "coherence_diagnostics": {
        "tau": 0.30023640394210815,
        "grad_tau": 0.024056555703282356,
        "torsion": 0.0,
        "alignment": -0.4494316577911377,
        "S_field": 0.09758585691452026,
        "Gamma_field": 0.9515682458877563,
        "S_over_Gamma": 0.10255265980958939,
        "Da": 56.73279571533203,
        "E_coh": 0.07985427975654602,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.83,
              40.66
            ],
            [
              -111.75,
              40.66
            ],
            [
              -111.75,
              40.61
            ],
            [
              -111.79,
              40.6
            ],
            [
              -111.8,
              40.62
            ],
            [
              -111.83,
              40.64
            ],
            [
              -111.83,
              40.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0468,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0468,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a28905285a81ed9608d0bf6edea132a76f6949260a449a16975a82026dde4af5"
      },
      "receipt_sha256": "a28905285a81ed9608d0bf6edea132a76f6949260a449a16975a82026dde4af5"
    },
    {
      "storm_id": "28195",
      "lat": 40.5742,
      "lon": -111.8983,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 549.0,
      "ebshear": 16.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.4391
        },
        {
          "name": "alignment",
          "value": -3.2584
        },
        {
          "name": "tau",
          "value": 0.363
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0434
      },
      "coherence_score": 0.3629886507987976,
      "coherence_diagnostics": {
        "tau": 0.3629886507987976,
        "grad_tau": 0.04361891746520996,
        "torsion": 0.0,
        "alignment": -3.258449077606201,
        "S_field": 0.1006808876991272,
        "Gamma_field": 0.1974015235900879,
        "S_over_Gamma": 0.51003098487854,
        "Da": 11.914655685424805,
        "E_coh": 0.49439212679862976,
        "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": [
          [
            [
              -111.93,
              40.61
            ],
            [
              -111.9,
              40.61
            ],
            [
              -111.88,
              40.59
            ],
            [
              -111.86,
              40.59
            ],
            [
              -111.85,
              40.58
            ],
            [
              -111.85,
              40.53
            ],
            [
              -111.86,
              40.52
            ],
            [
              -111.91,
              40.53
            ],
            [
              -111.93,
              40.55
            ],
            [
              -111.94,
              40.57
            ],
            [
              -111.94,
              40.6
            ],
            [
              -111.93,
              40.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0434,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.0434,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d75636aa16b01f296d8e48d39d6c8cb1e0b4ff2430d0c07f4da4ceed1034b11"
      },
      "receipt_sha256": "9d75636aa16b01f296d8e48d39d6c8cb1e0b4ff2430d0c07f4da4ceed1034b11"
    },
    {
      "storm_id": "28232",
      "lat": 38.2426,
      "lon": -112.2774,
      "motion_east": 0.0,
      "motion_south": 1.4,
      "valid_time": "20260721_103040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 367.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3141
        },
        {
          "name": "alignment",
          "value": 1.6748
        },
        {
          "name": "tau",
          "value": 0.3753
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 0.3753371834754944,
      "coherence_diagnostics": {
        "tau": 0.3753371834754944,
        "grad_tau": 0.03152979165315628,
        "torsion": 0.0,
        "alignment": 1.674843668937683,
        "S_field": 0.3127383589744568,
        "Gamma_field": 0.7132349014282227,
        "S_over_Gamma": 0.4384787678718567,
        "Da": 43.7061882019043,
        "E_coh": 0.5400402545928955,
        "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": [
          [
            [
              -112.3,
              38.35
            ],
            [
              -112.2,
              38.33
            ],
            [
              -112.15,
              38.29
            ],
            [
              -112.15,
              38.24
            ],
            [
              -112.17,
              38.2
            ],
            [
              -112.22,
              38.17
            ],
            [
              -112.24,
              38.17
            ],
            [
              -112.27,
              38.14
            ],
            [
              -112.3,
              38.14
            ],
            [
              -112.3,
              38.15
            ],
            [
              -112.32,
              38.16
            ],
            [
              -112.32,
              38.18
            ],
            [
              -112.35,
              38.22
            ],
            [
              -112.35,
              38.27
            ],
            [
              -112.34,
              38.28
            ],
            [
              -112.34,
              38.31
            ],
            [
              -112.33,
              38.33
            ],
            [
              -112.32,
              38.33
            ],
            [
              -112.3,
              38.35
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "747403769fc7252d2c98fc37cd5e186a6a819b818c7e349abcc0aeeaeacb7cf0",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-21T10:43:44Z",
        "raw_probability": 0.043,
        "probability": 0.00093,
        "confidence_lo": 0.000912,
        "confidence_hi": 0.00093,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00d4cddf6e8d0db5b7b353e4d0235a3048b2f9901228c5163c5ff1151e1aa59c"
      },
      "receipt_sha256": "00d4cddf6e8d0db5b7b353e4d0235a3048b2f9901228c5163c5ff1151e1aa59c"
    }
  ]
}