{
  "forecast_id": "to_fcst_20260723_0031",
  "hazard": "tornado",
  "issued_at": "2026-07-23T00:31:59Z",
  "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": 225,
  "top_probability": 0.0198,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "56669",
      "lat": 29.026,
      "lon": -92.682,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0198,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3335.0,
      "ebshear": 56.0,
      "srh01": 205.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 205.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0863
        },
        {
          "name": "alignment",
          "value": -9.0903
        },
        {
          "name": "tau",
          "value": 1.5832
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6737
      },
      "coherence_score": 1.5831785202026367,
      "coherence_diagnostics": {
        "tau": 1.5831785202026367,
        "grad_tau": 0.5663762092590332,
        "torsion": 0.0,
        "alignment": -9.090263366699219,
        "S_field": 0.9046525955200195,
        "Gamma_field": 0.473760187625885,
        "S_over_Gamma": 1.9095158576965332,
        "Da": 28.965923309326172,
        "E_coh": 0.7589333653450012,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.67,
              29.06
            ],
            [
              -92.65,
              29.05
            ],
            [
              -92.66,
              29.03
            ],
            [
              -92.66,
              28.98
            ],
            [
              -92.67,
              28.97
            ],
            [
              -92.72,
              28.97
            ],
            [
              -92.73,
              29.04
            ],
            [
              -92.71,
              29.05
            ],
            [
              -92.68,
              29.05
            ],
            [
              -92.67,
              29.06
            ]
          ]
        ]
      },
      "raw_probability": 0.6737,
      "confidence_lo": 0.0182,
      "confidence_hi": 0.0198,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "6b622ecf957206394e7f340e18554dd297a9ecd50eddcd88e1240376b65393b6",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.6737,
        "probability": 0.019769,
        "confidence_lo": 0.018158,
        "confidence_hi": 0.019802,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7be8dc96efb97e2f740df0ae426c9313b0aac78eae957c9e67baa21fa678f318"
      },
      "receipt_sha256": "7be8dc96efb97e2f740df0ae426c9313b0aac78eae957c9e67baa21fa678f318"
    },
    {
      "storm_id": "55078",
      "lat": 37.7091,
      "lon": -72.1118,
      "motion_east": 6.9,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0191,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2585.0,
      "ebshear": 31.0,
      "srh01": 182.0,
      "maxllaz": 0.0,
      "mesh": 0.19,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 182.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8363
        },
        {
          "name": "alignment",
          "value": 5.689
        },
        {
          "name": "tau",
          "value": 3.394
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6584
      },
      "coherence_score": 3.394047737121582,
      "coherence_diagnostics": {
        "tau": 3.394047737121582,
        "grad_tau": 0.5016440153121948,
        "torsion": 0.0,
        "alignment": 5.689048767089844,
        "S_field": 1.2784361839294434,
        "Gamma_field": 0.2445935159921646,
        "S_over_Gamma": 5.226778507232666,
        "Da": 14.996317863464355,
        "E_coh": 0.8364157676696777,
        "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": [
          [
            [
              -72.1,
              37.74
            ],
            [
              -72.06,
              37.73
            ],
            [
              -72.06,
              37.71
            ],
            [
              -72.07,
              37.71
            ],
            [
              -72.11,
              37.66
            ],
            [
              -72.15,
              37.66
            ],
            [
              -72.17,
              37.68
            ],
            [
              -72.16,
              37.71
            ],
            [
              -72.14,
              37.73
            ],
            [
              -72.11,
              37.73
            ],
            [
              -72.1,
              37.74
            ]
          ]
        ]
      },
      "raw_probability": 0.6584,
      "confidence_lo": 0.0182,
      "confidence_hi": 0.0191,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e19fdbf6c8b235e0b8166ea7401d4b0c809504af1ce6ca7b28653b26fe346dc7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.6584,
        "probability": 0.019083,
        "confidence_lo": 0.018158,
        "confidence_hi": 0.019101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad29ae6c3fb7b119f28df04c8a04592852e71b96b4b67d8e242f318ad440c2d3"
      },
      "receipt_sha256": "ad29ae6c3fb7b119f28df04c8a04592852e71b96b4b67d8e242f318ad440c2d3"
    },
    {
      "storm_id": "56659",
      "lat": 37.7653,
      "lon": -71.736,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0146,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2673.0,
      "ebshear": 32.0,
      "srh01": 153.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8363
        },
        {
          "name": "alignment",
          "value": 5.689
        },
        {
          "name": "tau",
          "value": 3.394
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6272
      },
      "coherence_score": 3.394047737121582,
      "coherence_diagnostics": {
        "tau": 3.394047737121582,
        "grad_tau": 0.5016440153121948,
        "torsion": 0.0,
        "alignment": 5.689048767089844,
        "S_field": 1.2784361839294434,
        "Gamma_field": 0.2445935159921646,
        "S_over_Gamma": 5.226778507232666,
        "Da": 14.996317863464355,
        "E_coh": 0.8364157676696777,
        "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": [
          [
            [
              -71.7,
              37.82
            ],
            [
              -71.66,
              37.82
            ],
            [
              -71.65,
              37.81
            ],
            [
              -71.65,
              37.79
            ],
            [
              -71.69,
              37.76
            ],
            [
              -71.7,
              37.76
            ],
            [
              -71.73,
              37.72
            ],
            [
              -71.75,
              37.72
            ],
            [
              -71.79,
              37.7
            ],
            [
              -71.82,
              37.7
            ],
            [
              -71.84,
              37.72
            ],
            [
              -71.84,
              37.74
            ],
            [
              -71.79,
              37.8
            ],
            [
              -71.73,
              37.8
            ],
            [
              -71.7,
              37.82
            ]
          ]
        ]
      },
      "raw_probability": 0.6272,
      "confidence_lo": 0.0138,
      "confidence_hi": 0.0146,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "f07719375b474e701cf2d28fec9647f34be5e4f55e0f45692346cbb9acbcb5b0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.6272,
        "probability": 0.014588,
        "confidence_lo": 0.013844,
        "confidence_hi": 0.014599,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0dce3f7cecf88314adf791086ca257e614fae1403de3011a073ede0dac07771f"
      },
      "receipt_sha256": "0dce3f7cecf88314adf791086ca257e614fae1403de3011a073ede0dac07771f"
    },
    {
      "storm_id": "55885",
      "lat": 37.3611,
      "lon": -76.8978,
      "motion_east": 11.2,
      "motion_south": -5.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0146,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2091.0,
      "ebshear": 33.0,
      "srh01": 138.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.4613
        },
        {
          "name": "alignment",
          "value": 4.4395
        },
        {
          "name": "tau",
          "value": 1.8897
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6016
      },
      "coherence_score": 1.8896510601043701,
      "coherence_diagnostics": {
        "tau": 1.8896510601043701,
        "grad_tau": 0.16694024205207825,
        "torsion": 0.0,
        "alignment": 4.439507484436035,
        "S_field": 0.6342395544052124,
        "Gamma_field": 0.20126017928123474,
        "S_over_Gamma": 3.151341438293457,
        "Da": 11.866698265075684,
        "E_coh": 0.7552815675735474,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.92,
              37.39
            ],
            [
              -76.87,
              37.39
            ],
            [
              -76.86,
              37.38
            ],
            [
              -76.86,
              37.34
            ],
            [
              -76.88,
              37.32
            ],
            [
              -76.91,
              37.32
            ],
            [
              -76.93,
              37.34
            ],
            [
              -76.93,
              37.38
            ],
            [
              -76.92,
              37.39
            ]
          ]
        ]
      },
      "raw_probability": 0.6016,
      "confidence_lo": 0.0138,
      "confidence_hi": 0.0146,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "722c4f2841cf1ec228c902bb28328c8762eed0af62004c422be24d97067bef25",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.6016,
        "probability": 0.014588,
        "confidence_lo": 0.013844,
        "confidence_hi": 0.014599,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0456fc6eb7148ec4f5c8dbda5dde3156bc7583d117e570972a3130399c21583"
      },
      "receipt_sha256": "e0456fc6eb7148ec4f5c8dbda5dde3156bc7583d117e570972a3130399c21583"
    },
    {
      "storm_id": "56716",
      "lat": 37.5314,
      "lon": -72.6282,
      "motion_east": 8.1,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0141,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2760.0,
      "ebshear": 33.0,
      "srh01": 185.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5863
        },
        {
          "name": "alignment",
          "value": 2.2087
        },
        {
          "name": "tau",
          "value": 3.028
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5964
      },
      "coherence_score": 3.02795147895813,
      "coherence_diagnostics": {
        "tau": 3.02795147895813,
        "grad_tau": 0.5508102178573608,
        "torsion": 0.0,
        "alignment": 2.2086756229400635,
        "S_field": 0.710723876953125,
        "Gamma_field": 0.23792685568332672,
        "S_over_Gamma": 2.9871528148651123,
        "Da": 13.843944549560547,
        "E_coh": 0.7667583227157593,
        "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": [
          [
            [
              -72.57,
              37.64
            ],
            [
              -72.45,
              37.64
            ],
            [
              -72.43,
              37.62
            ],
            [
              -72.43,
              37.58
            ],
            [
              -72.44,
              37.56
            ],
            [
              -72.49,
              37.51
            ],
            [
              -72.53,
              37.5
            ],
            [
              -72.54,
              37.49
            ],
            [
              -72.56,
              37.49
            ],
            [
              -72.57,
              37.48
            ],
            [
              -72.6,
              37.48
            ],
            [
              -72.61,
              37.47
            ],
            [
              -72.62,
              37.48
            ],
            [
              -72.64,
              37.47
            ],
            [
              -72.71,
              37.47
            ],
            [
              -72.72,
              37.46
            ],
            [
              -72.78,
              37.46
            ],
            [
              -72.79,
              37.47
            ],
            [
              -72.79,
              37.51
            ],
            [
              -72.78,
              37.53
            ],
            [
              -72.77,
              37.53
            ],
            [
              -72.75,
              37.55
            ],
            [
              -72.73,
              37.55
            ],
            [
              -72.72,
              37.56
            ],
            [
              -72.7,
              37.56
            ],
            [
              -72.66,
              37.58
            ],
            [
              -72.64,
              37.6
            ],
            [
              -72.57,
              37.64
            ]
          ]
        ]
      },
      "raw_probability": 0.5964,
      "confidence_lo": 0.0129,
      "confidence_hi": 0.0141,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "7a7a64235febb5e86f87ceafd4d1e1cc99f9d742b0c9ef8df06131add027b58c",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5964,
        "probability": 0.014101,
        "confidence_lo": 0.01295,
        "confidence_hi": 0.014118,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc18cc929996e635bede7aa9ad5c67a426c30213127175b2e0a68f2121c836c4"
      },
      "receipt_sha256": "bc18cc929996e635bede7aa9ad5c67a426c30213127175b2e0a68f2121c836c4"
    },
    {
      "storm_id": "56488",
      "lat": 28.693,
      "lon": -92.352,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0141,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3015.0,
      "ebshear": 58.0,
      "srh01": 172.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 172.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0863
        },
        {
          "name": "alignment",
          "value": -9.0903
        },
        {
          "name": "tau",
          "value": 1.5832
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5915
      },
      "coherence_score": 1.5831785202026367,
      "coherence_diagnostics": {
        "tau": 1.5831785202026367,
        "grad_tau": 0.5663762092590332,
        "torsion": 0.0,
        "alignment": -9.090263366699219,
        "S_field": 0.9046525955200195,
        "Gamma_field": 0.473760187625885,
        "S_over_Gamma": 1.9095158576965332,
        "Da": 28.965923309326172,
        "E_coh": 0.7589333653450012,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.33,
              28.73
            ],
            [
              -92.32,
              28.72
            ],
            [
              -92.32,
              28.67
            ],
            [
              -92.35,
              28.65
            ],
            [
              -92.38,
              28.65
            ],
            [
              -92.39,
              28.67
            ],
            [
              -92.38,
              28.68
            ],
            [
              -92.38,
              28.71
            ],
            [
              -92.34,
              28.72
            ],
            [
              -92.33,
              28.73
            ]
          ]
        ]
      },
      "raw_probability": 0.5915,
      "confidence_lo": 0.0129,
      "confidence_hi": 0.0141,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "f8701a4876654b6da186ac6ede58f85343f552bb3081a618be2741e7fb79d819",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5915,
        "probability": 0.014069,
        "confidence_lo": 0.01295,
        "confidence_hi": 0.014085,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb256247073d59761cf4c179ca22c16123d98d5d44701df627d24116365a8835"
      },
      "receipt_sha256": "eb256247073d59761cf4c179ca22c16123d98d5d44701df627d24116365a8835"
    },
    {
      "storm_id": "56662",
      "lat": 37.441,
      "lon": -76.431,
      "motion_east": 10.6,
      "motion_south": -5.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0132,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2349.0,
      "ebshear": 28.0,
      "srh01": 133.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.4613
        },
        {
          "name": "alignment",
          "value": 4.4395
        },
        {
          "name": "tau",
          "value": 1.8897
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5744
      },
      "coherence_score": 1.8896510601043701,
      "coherence_diagnostics": {
        "tau": 1.8896510601043701,
        "grad_tau": 0.16694024205207825,
        "torsion": 0.0,
        "alignment": 4.439507484436035,
        "S_field": 0.6342395544052124,
        "Gamma_field": 0.20126017928123474,
        "S_over_Gamma": 3.151341438293457,
        "Da": 11.866698265075684,
        "E_coh": 0.7552815675735474,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.45,
              37.48
            ],
            [
              -76.41,
              37.48
            ],
            [
              -76.38,
              37.45
            ],
            [
              -76.38,
              37.42
            ],
            [
              -76.4,
              37.4
            ],
            [
              -76.44,
              37.4
            ],
            [
              -76.46,
              37.41
            ],
            [
              -76.47,
              37.43
            ],
            [
              -76.47,
              37.46
            ],
            [
              -76.45,
              37.48
            ]
          ]
        ]
      },
      "raw_probability": 0.5744,
      "confidence_lo": 0.0093,
      "confidence_hi": 0.0132,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a492c92b4a52ad6ee1dc818b383ac099961d4df50780734ef1f31ecdf377df41",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5744,
        "probability": 0.013165,
        "confidence_lo": 0.009346,
        "confidence_hi": 0.013216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcf3f34b9923a1066124bb3abdf97915d7bb2bf09f2d074f2a14517dbeb6ac67"
      },
      "receipt_sha256": "dcf3f34b9923a1066124bb3abdf97915d7bb2bf09f2d074f2a14517dbeb6ac67"
    },
    {
      "storm_id": "56658",
      "lat": 38.2694,
      "lon": -69.7978,
      "motion_east": 7.8,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2121.0,
      "ebshear": 38.0,
      "srh01": 114.0,
      "maxllaz": 0.0,
      "mesh": 0.43,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2113
        },
        {
          "name": "alignment",
          "value": -3.8688
        },
        {
          "name": "tau",
          "value": 3.2349
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5328
      },
      "coherence_score": 3.2349393367767334,
      "coherence_diagnostics": {
        "tau": 3.2349393367767334,
        "grad_tau": 0.617019534111023,
        "torsion": 0.0,
        "alignment": -3.8688364028930664,
        "S_field": 1.1253917217254639,
        "Gamma_field": 0.23209349811077118,
        "S_over_Gamma": 4.848872184753418,
        "Da": 13.72954273223877,
        "E_coh": 0.8809285759925842,
        "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": [
          [
            [
              -69.75,
              38.34
            ],
            [
              -69.74,
              38.33
            ],
            [
              -69.69,
              38.33
            ],
            [
              -69.67,
              38.31
            ],
            [
              -69.67,
              38.24
            ],
            [
              -69.68,
              38.22
            ],
            [
              -69.72,
              38.2
            ],
            [
              -69.83,
              38.2
            ],
            [
              -69.84,
              38.19
            ],
            [
              -69.92,
              38.19
            ],
            [
              -69.94,
              38.21
            ],
            [
              -69.93,
              38.25
            ],
            [
              -69.91,
              38.27
            ],
            [
              -69.88,
              38.28
            ],
            [
              -69.86,
              38.3
            ],
            [
              -69.82,
              38.32
            ],
            [
              -69.76,
              38.33
            ],
            [
              -69.75,
              38.34
            ]
          ]
        ]
      },
      "raw_probability": 0.5328,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d009ce0b18be7aecc23197dc2289e864a15be220b3e099aabb8f0f22638667ce",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5328,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ae0496ae70a47703dc552621dfe53cd83b3bd0add067ca22ebef6b0613794b2"
      },
      "receipt_sha256": "2ae0496ae70a47703dc552621dfe53cd83b3bd0add067ca22ebef6b0613794b2"
    },
    {
      "storm_id": "56724",
      "lat": 28.2056,
      "lon": -90.8867,
      "motion_east": -4.0,
      "motion_south": 5.4,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1946.0,
      "ebshear": 58.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4613
        },
        {
          "name": "alignment",
          "value": -3.236
        },
        {
          "name": "tau",
          "value": 1.8407
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5254
      },
      "coherence_score": 1.8407495021820068,
      "coherence_diagnostics": {
        "tau": 1.8407495021820068,
        "grad_tau": 0.6090331673622131,
        "torsion": 0.0,
        "alignment": -3.235980272293091,
        "S_field": 0.7685242295265198,
        "Gamma_field": 0.5095934867858887,
        "S_over_Gamma": 1.5081123113632202,
        "Da": 32.706642150878906,
        "E_coh": 0.8404108285903931,
        "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": [
          [
            [
              -90.9,
              28.25
            ],
            [
              -90.86,
              28.24
            ],
            [
              -90.84,
              28.2
            ],
            [
              -90.84,
              28.18
            ],
            [
              -90.87,
              28.16
            ],
            [
              -90.91,
              28.16
            ],
            [
              -90.93,
              28.19
            ],
            [
              -90.93,
              28.22
            ],
            [
              -90.9,
              28.25
            ]
          ]
        ]
      },
      "raw_probability": 0.5254,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e305d2325d3e8011a190ef8b7e13b3b305d2e7dc59b18758025ddcbb4dd7b509",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5254,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f4bc3d4d7be8960f5d3b2284dd0d70a08024929cd1cbc44a449dbe787603bab"
      },
      "receipt_sha256": "8f4bc3d4d7be8960f5d3b2284dd0d70a08024929cd1cbc44a449dbe787603bab"
    },
    {
      "storm_id": "55536",
      "lat": 49.0256,
      "lon": -67.7019,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1106.0,
      "ebshear": 33.0,
      "srh01": 271.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 271.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2113
        },
        {
          "name": "alignment",
          "value": -11.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5213
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6329692602157593,
        "torsion": 0.0,
        "alignment": -11.753501892089844,
        "S_field": 0.604599118232727,
        "Gamma_field": 0.15542684495449066,
        "S_over_Gamma": 3.8899271488189697,
        "Da": 9.062040328979492,
        "E_coh": 0.4053023159503937,
        "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": [
          [
            [
              -67.74,
              49.09
            ],
            [
              -67.72,
              49.09
            ],
            [
              -67.71,
              49.08
            ],
            [
              -67.66,
              49.08
            ],
            [
              -67.65,
              49.07
            ],
            [
              -67.61,
              49.06
            ],
            [
              -67.6,
              49.01
            ],
            [
              -67.62,
              48.97
            ],
            [
              -67.66,
              48.93
            ],
            [
              -67.68,
              48.92
            ],
            [
              -67.72,
              48.92
            ],
            [
              -67.76,
              48.96
            ],
            [
              -67.79,
              49.02
            ],
            [
              -67.79,
              49.05
            ],
            [
              -67.78,
              49.07
            ],
            [
              -67.74,
              49.09
            ]
          ]
        ]
      },
      "raw_probability": 0.5213,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "78485589a911751a23804d18e43e432a22b72a2a08deae792ab32b61bc886da7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5213,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "632df008d193c1e548967e33cd557aea473205c3004f6e9fbfb7fd0fd3b99433"
      },
      "receipt_sha256": "632df008d193c1e548967e33cd557aea473205c3004f6e9fbfb7fd0fd3b99433"
    },
    {
      "storm_id": "56588",
      "lat": 36.0226,
      "lon": -79.9861,
      "motion_east": 8.2,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1669.0,
      "ebshear": 35.0,
      "srh01": 97.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.5863
        },
        {
          "name": "alignment",
          "value": -1.6805
        },
        {
          "name": "tau",
          "value": 1.8997
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5165
      },
      "coherence_score": 1.899716854095459,
      "coherence_diagnostics": {
        "tau": 1.899716854095459,
        "grad_tau": 0.33520418405532837,
        "torsion": 0.0,
        "alignment": -1.6805040836334229,
        "S_field": 0.34785592555999756,
        "Gamma_field": 0.5229268074035645,
        "S_over_Gamma": 0.6652095913887024,
        "Da": 30.957191467285156,
        "E_coh": 0.763559103012085,
        "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": [
          [
            [
              -79.86,
              36.13
            ],
            [
              -79.84,
              36.12
            ],
            [
              -79.81,
              36.12
            ],
            [
              -79.8,
              36.11
            ],
            [
              -79.78,
              36.11
            ],
            [
              -79.75,
              36.13
            ],
            [
              -79.71,
              36.13
            ],
            [
              -79.7,
              36.12
            ],
            [
              -79.7,
              36.09
            ],
            [
              -79.71,
              36.07
            ],
            [
              -79.75,
              36.04
            ],
            [
              -79.77,
              36.04
            ],
            [
              -79.78,
              36.03
            ],
            [
              -79.8,
              36.04
            ],
            [
              -79.83,
              36.04
            ],
            [
              -79.85,
              36.03
            ],
            [
              -79.92,
              35.95
            ],
            [
              -79.94,
              35.95
            ],
            [
              -79.96,
              35.93
            ],
            [
              -79.98,
              35.93
            ],
            [
              -79.99,
              35.92
            ],
            [
              -80.07,
              35.92
            ],
            [
              -80.08,
              35.93
            ],
            [
              -80.1,
              35.93
            ],
            [
              -80.11,
              35.92
            ],
            [
              -80.14,
              35.92
            ],
            [
              -80.18,
              35.9
            ],
            [
              -80.23,
              35.9
            ],
            [
              -80.29,
              35.93
            ],
            [
              -80.32,
              35.96
            ],
            [
              -80.32,
              36.0
            ],
            [
              -80.3,
              36.0
            ],
            [
              -80.29,
              36.01
            ],
            [
              -80.27,
              36.01
            ],
            [
              -80.26,
              36.0
            ],
            [
              -80.22,
              36.0
            ],
            [
              -80.17,
              36.03
            ],
            [
              -80.11,
              36.03
            ],
            [
              -80.08,
              36.01
            ],
            [
              -80.06,
              36.01
            ],
            [
              -80.01,
              36.06
            ],
            [
              -79.95,
              36.09
            ],
            [
              -79.93,
              36.09
            ],
            [
              -79.91,
              36.11
            ],
            [
              -79.87,
              36.12
            ],
            [
              -79.86,
              36.13
            ]
          ]
        ]
      },
      "raw_probability": 0.5165,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "96b8bde68cf3da846a642f05c4154a4067d4ee05238cdc7c97fff70931802b3a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5165,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "042c26045bdab382f51a928af41bd0cd71c466008c79e5667aa5629355101cd3"
      },
      "receipt_sha256": "042c26045bdab382f51a928af41bd0cd71c466008c79e5667aa5629355101cd3"
    },
    {
      "storm_id": "56382",
      "lat": 28.5722,
      "lon": -91.0809,
      "motion_east": -6.0,
      "motion_south": 6.7,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2568.0,
      "ebshear": 61.0,
      "srh01": 124.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4613
        },
        {
          "name": "alignment",
          "value": -3.236
        },
        {
          "name": "tau",
          "value": 1.8407
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5034
      },
      "coherence_score": 1.8407495021820068,
      "coherence_diagnostics": {
        "tau": 1.8407495021820068,
        "grad_tau": 0.6090331673622131,
        "torsion": 0.0,
        "alignment": -3.235980272293091,
        "S_field": 0.7685242295265198,
        "Gamma_field": 0.5095934867858887,
        "S_over_Gamma": 1.5081123113632202,
        "Da": 32.706642150878906,
        "E_coh": 0.8404108285903931,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.11,
              28.65
            ],
            [
              -91.05,
              28.65
            ],
            [
              -91.0,
              28.62
            ],
            [
              -90.9,
              28.61
            ],
            [
              -90.88,
              28.59
            ],
            [
              -90.88,
              28.56
            ],
            [
              -90.89,
              28.54
            ],
            [
              -90.91,
              28.54
            ],
            [
              -90.92,
              28.55
            ],
            [
              -90.95,
              28.55
            ],
            [
              -90.96,
              28.54
            ],
            [
              -90.97,
              28.55
            ],
            [
              -90.99,
              28.55
            ],
            [
              -91.0,
              28.54
            ],
            [
              -91.06,
              28.54
            ],
            [
              -91.07,
              28.53
            ],
            [
              -91.11,
              28.53
            ],
            [
              -91.12,
              28.54
            ],
            [
              -91.15,
              28.54
            ],
            [
              -91.16,
              28.55
            ],
            [
              -91.18,
              28.55
            ],
            [
              -91.19,
              28.54
            ],
            [
              -91.25,
              28.54
            ],
            [
              -91.26,
              28.53
            ],
            [
              -91.28,
              28.54
            ],
            [
              -91.28,
              28.58
            ],
            [
              -91.24,
              28.61
            ],
            [
              -91.22,
              28.62
            ],
            [
              -91.18,
              28.62
            ],
            [
              -91.17,
              28.63
            ],
            [
              -91.15,
              28.63
            ],
            [
              -91.11,
              28.65
            ]
          ]
        ]
      },
      "raw_probability": 0.5034,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e224c04bb50f2a20f0f887f3a8aa80656278209721d4457ced3f81c6346d0efc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5034,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df00fb014b1e842655951246ebd25f68ccaa662fafac9963d9608c4b090002b1"
      },
      "receipt_sha256": "df00fb014b1e842655951246ebd25f68ccaa662fafac9963d9608c4b090002b1"
    },
    {
      "storm_id": "56331",
      "lat": 49.4311,
      "lon": -67.9733,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 632.0,
      "ebshear": 31.0,
      "srh01": 132.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2113
        },
        {
          "name": "alignment",
          "value": -11.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5001
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6329692602157593,
        "torsion": 0.0,
        "alignment": -11.753501892089844,
        "S_field": 0.604599118232727,
        "Gamma_field": 0.15542684495449066,
        "S_over_Gamma": 3.8899271488189697,
        "Da": 9.062040328979492,
        "E_coh": 0.4053023159503937,
        "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": [
          [
            [
              -67.97,
              49.48
            ],
            [
              -67.93,
              49.48
            ],
            [
              -67.92,
              49.47
            ],
            [
              -67.93,
              49.42
            ],
            [
              -67.99,
              49.37
            ],
            [
              -68.01,
              49.37
            ],
            [
              -68.02,
              49.38
            ],
            [
              -68.02,
              49.43
            ],
            [
              -67.97,
              49.48
            ]
          ]
        ]
      },
      "raw_probability": 0.5001,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "153e7d5ffd92d17a481bce835a19a9558579a31f3648135477241ac2690d9e5e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5001,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a4b1215b9916afa5838bd437e1ae9095a330c64ac2b6094580b61b873e76025"
      },
      "receipt_sha256": "2a4b1215b9916afa5838bd437e1ae9095a330c64ac2b6094580b61b873e76025"
    },
    {
      "storm_id": "56731",
      "lat": 48.9945,
      "lon": -68.1264,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1018.0,
      "ebshear": 34.0,
      "srh01": 169.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 169.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2113
        },
        {
          "name": "alignment",
          "value": -11.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5001
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6329692602157593,
        "torsion": 0.0,
        "alignment": -11.753501892089844,
        "S_field": 0.604599118232727,
        "Gamma_field": 0.15542684495449066,
        "S_over_Gamma": 3.8899271488189697,
        "Da": 9.062040328979492,
        "E_coh": 0.4053023159503937,
        "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": [
          [
            [
              -68.14,
              49.03
            ],
            [
              -68.09,
              49.03
            ],
            [
              -68.07,
              49.0
            ],
            [
              -68.07,
              48.96
            ],
            [
              -68.09,
              48.95
            ],
            [
              -68.16,
              48.95
            ],
            [
              -68.16,
              48.98
            ],
            [
              -68.15,
              48.99
            ],
            [
              -68.16,
              49.0
            ],
            [
              -68.16,
              49.02
            ],
            [
              -68.14,
              49.03
            ]
          ]
        ]
      },
      "raw_probability": 0.5001,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "153e7d5ffd92d17a481bce835a19a9558579a31f3648135477241ac2690d9e5e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.5001,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a4b1215b9916afa5838bd437e1ae9095a330c64ac2b6094580b61b873e76025"
      },
      "receipt_sha256": "2a4b1215b9916afa5838bd437e1ae9095a330c64ac2b6094580b61b873e76025"
    },
    {
      "storm_id": "56752",
      "lat": 35.87,
      "lon": -81.4121,
      "motion_east": 7.7,
      "motion_south": 1.1,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2020.0,
      "ebshear": 33.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.4613
        },
        {
          "name": "alignment",
          "value": 0.1534
        },
        {
          "name": "tau",
          "value": 1.9895
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4935
      },
      "coherence_score": 1.9895241260528564,
      "coherence_diagnostics": {
        "tau": 1.9895241260528564,
        "grad_tau": 0.45200303196907043,
        "torsion": 0.0,
        "alignment": 0.15344569087028503,
        "S_field": 0.7893979549407959,
        "Gamma_field": 0.19876018166542053,
        "S_over_Gamma": 3.9716100692749023,
        "Da": 12.025213241577148,
        "E_coh": 0.8066161870956421,
        "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": [
          [
            [
              -81.49,
              35.92
            ],
            [
              -81.44,
              35.92
            ],
            [
              -81.39,
              35.88
            ],
            [
              -81.33,
              35.88
            ],
            [
              -81.32,
              35.86
            ],
            [
              -81.35,
              35.85
            ],
            [
              -81.36,
              35.83
            ],
            [
              -81.37,
              35.84
            ],
            [
              -81.38,
              35.83
            ],
            [
              -81.4,
              35.84
            ],
            [
              -81.45,
              35.84
            ],
            [
              -81.5,
              35.87
            ],
            [
              -81.5,
              35.9
            ],
            [
              -81.49,
              35.92
            ]
          ]
        ]
      },
      "raw_probability": 0.4935,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "eeb5c2bbfc62d01de1200e3a228e3996202abef8caad36b3df23731da7868131",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4935,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f7002fc6759595ac5a8f26c9659ea749c489b6473c21d9592b55906cc7b039f"
      },
      "receipt_sha256": "1f7002fc6759595ac5a8f26c9659ea749c489b6473c21d9592b55906cc7b039f"
    },
    {
      "storm_id": "56702",
      "lat": 28.343,
      "lon": -91.299,
      "motion_east": -7.0,
      "motion_south": 5.7,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1939.0,
      "ebshear": 61.0,
      "srh01": 139.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 30.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9613
        },
        {
          "name": "alignment",
          "value": -4.858
        },
        {
          "name": "tau",
          "value": 1.3184
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4901
      },
      "coherence_score": 1.318426489830017,
      "coherence_diagnostics": {
        "tau": 1.318426489830017,
        "grad_tau": 0.49716684222221375,
        "torsion": 0.0,
        "alignment": -4.857956886291504,
        "S_field": 0.3222173750400543,
        "Gamma_field": 1.0137602090835571,
        "S_over_Gamma": 0.3178437650203705,
        "Da": 64.05987548828125,
        "E_coh": 0.3764097988605499,
        "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": [
          [
            [
              -91.34,
              28.41
            ],
            [
              -91.27,
              28.41
            ],
            [
              -91.21,
              28.36
            ],
            [
              -91.21,
              28.3
            ],
            [
              -91.25,
              28.26
            ],
            [
              -91.3,
              28.26
            ],
            [
              -91.35,
              28.31
            ],
            [
              -91.36,
              28.33
            ],
            [
              -91.36,
              28.38
            ],
            [
              -91.34,
              28.41
            ]
          ]
        ]
      },
      "raw_probability": 0.4901,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "430ba1b440740ae16eeefc8d05efcaa8d20936d148cc6fb1a4dfbd10eb7df5e3",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4901,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05b35fa653f1c9f1790a6a451a4143bc410fc5efb4e21d9718a9825b7e32eed1"
      },
      "receipt_sha256": "05b35fa653f1c9f1790a6a451a4143bc410fc5efb4e21d9718a9825b7e32eed1"
    },
    {
      "storm_id": "56704",
      "lat": 28.3282,
      "lon": -90.9729,
      "motion_east": -6.0,
      "motion_south": 6.3,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2239.0,
      "ebshear": 59.0,
      "srh01": 93.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4613
        },
        {
          "name": "alignment",
          "value": -3.236
        },
        {
          "name": "tau",
          "value": 1.8407
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4843
      },
      "coherence_score": 1.8407495021820068,
      "coherence_diagnostics": {
        "tau": 1.8407495021820068,
        "grad_tau": 0.6090331673622131,
        "torsion": 0.0,
        "alignment": -3.235980272293091,
        "S_field": 0.7685242295265198,
        "Gamma_field": 0.5095934867858887,
        "S_over_Gamma": 1.5081123113632202,
        "Da": 32.706642150878906,
        "E_coh": 0.8404108285903931,
        "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": [
          [
            [
              -90.94,
              28.38
            ],
            [
              -90.88,
              28.37
            ],
            [
              -90.86,
              28.35
            ],
            [
              -90.87,
              28.31
            ],
            [
              -90.88,
              28.3
            ],
            [
              -90.92,
              28.3
            ],
            [
              -90.93,
              28.29
            ],
            [
              -91.03,
              28.29
            ],
            [
              -91.04,
              28.28
            ],
            [
              -91.07,
              28.28
            ],
            [
              -91.08,
              28.29
            ],
            [
              -91.08,
              28.32
            ],
            [
              -91.05,
              28.35
            ],
            [
              -91.03,
              28.35
            ],
            [
              -90.99,
              28.37
            ],
            [
              -90.95,
              28.37
            ],
            [
              -90.94,
              28.38
            ]
          ]
        ]
      },
      "raw_probability": 0.4843,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a07853c3760925bddd185904e323294bdccfe0896769ff6ab89950e06bc8df00",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4843,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "13d12729ec7dbdf4d91511c8dc3fc2d922666c6147e5b440553f255f3d92c78b"
      },
      "receipt_sha256": "13d12729ec7dbdf4d91511c8dc3fc2d922666c6147e5b440553f255f3d92c78b"
    },
    {
      "storm_id": "55767",
      "lat": 38.3667,
      "lon": -75.4924,
      "motion_east": 9.1,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2379.0,
      "ebshear": 44.0,
      "srh01": 78.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4613
        },
        {
          "name": "alignment",
          "value": -0.7038
        },
        {
          "name": "tau",
          "value": 1.9078
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4822
      },
      "coherence_score": 1.907790184020996,
      "coherence_diagnostics": {
        "tau": 1.907790184020996,
        "grad_tau": 0.21564021706581116,
        "torsion": 0.0,
        "alignment": -0.7038402557373047,
        "S_field": 0.9690924882888794,
        "Gamma_field": 0.29626017808914185,
        "S_over_Gamma": 3.2710859775543213,
        "Da": 17.46129608154297,
        "E_coh": 0.842130184173584,
        "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": [
          [
            [
              -75.45,
              38.5
            ],
            [
              -75.42,
              38.5
            ],
            [
              -75.4,
              38.49
            ],
            [
              -75.4,
              38.44
            ],
            [
              -75.44,
              38.4
            ],
            [
              -75.44,
              38.37
            ],
            [
              -75.46,
              38.34
            ],
            [
              -75.46,
              38.31
            ],
            [
              -75.47,
              38.29
            ],
            [
              -75.51,
              38.27
            ],
            [
              -75.53,
              38.25
            ],
            [
              -75.55,
              38.25
            ],
            [
              -75.57,
              38.27
            ],
            [
              -75.58,
              38.27
            ],
            [
              -75.58,
              38.29
            ],
            [
              -75.56,
              38.32
            ],
            [
              -75.56,
              38.34
            ],
            [
              -75.51,
              38.4
            ],
            [
              -75.51,
              38.43
            ],
            [
              -75.49,
              38.47
            ],
            [
              -75.45,
              38.5
            ]
          ]
        ]
      },
      "raw_probability": 0.4822,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e0cea3fa4170231265c6f85f2b9d12466f7b4925ef8da9a7a44126ac9d83dacb",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4822,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1bf67a8d668bb76cb7a706a8bb8d29a659fa80de69a27662ade6fb788e5bc40b"
      },
      "receipt_sha256": "1bf67a8d668bb76cb7a706a8bb8d29a659fa80de69a27662ade6fb788e5bc40b"
    },
    {
      "storm_id": "56732",
      "lat": 48.8987,
      "lon": -69.4437,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1126.0,
      "ebshear": 46.0,
      "srh01": 90.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8363
        },
        {
          "name": "alignment",
          "value": -10.0035
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4737
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8072998523712158,
        "torsion": 0.0,
        "alignment": -10.003501892089844,
        "S_field": 0.6072872281074524,
        "Gamma_field": 0.15459351241588593,
        "S_over_Gamma": 3.928283929824829,
        "Da": 8.81625747680664,
        "E_coh": 0.46474146842956543,
        "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": [
          [
            [
              -69.46,
              48.92
            ],
            [
              -69.42,
              48.92
            ],
            [
              -69.41,
              48.91
            ],
            [
              -69.41,
              48.87
            ],
            [
              -69.45,
              48.86
            ],
            [
              -69.47,
              48.88
            ],
            [
              -69.47,
              48.91
            ],
            [
              -69.46,
              48.92
            ]
          ]
        ]
      },
      "raw_probability": 0.4737,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9a8befd87fd2aded75e24c28efc11ddaac44d6723144606b2fca868405046be5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4737,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bee6c5430b357d4b79ab05b90399352b31998e3c9ee73464e82bdcd0efb5c63"
      },
      "receipt_sha256": "5bee6c5430b357d4b79ab05b90399352b31998e3c9ee73464e82bdcd0efb5c63"
    },
    {
      "storm_id": "55996",
      "lat": 46.352,
      "lon": -67.741,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1602.0,
      "ebshear": 44.0,
      "srh01": 135.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5863
        },
        {
          "name": "alignment",
          "value": -4.0418
        },
        {
          "name": "tau",
          "value": 0.9875
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.472
      },
      "coherence_score": 0.9874892234802246,
      "coherence_diagnostics": {
        "tau": 0.9874892234802246,
        "grad_tau": 0.4314587712287903,
        "torsion": 0.0,
        "alignment": -4.041783332824707,
        "S_field": 0.38925227522850037,
        "Gamma_field": 0.5779268145561218,
        "S_over_Gamma": 0.6735321283340454,
        "Da": 31.9232177734375,
        "E_coh": 0.18048369884490967,
        "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": [
          [
            [
              -67.75,
              46.4
            ],
            [
              -67.71,
              46.39
            ],
            [
              -67.69,
              46.36
            ],
            [
              -67.7,
              46.31
            ],
            [
              -67.72,
              46.29
            ],
            [
              -67.75,
              46.29
            ],
            [
              -67.79,
              46.32
            ],
            [
              -67.78,
              46.38
            ],
            [
              -67.77,
              46.38
            ],
            [
              -67.75,
              46.4
            ]
          ]
        ]
      },
      "raw_probability": 0.472,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "176541b7b20b9b88d27820e39f5cf70555b5ccb7c504db9e06a7f5b7f2439a73",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.472,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf36e4d66f6018c50b8d64e3fa39d43e4f350e17c6ebd8da6139307163a85a96"
      },
      "receipt_sha256": "bf36e4d66f6018c50b8d64e3fa39d43e4f350e17c6ebd8da6139307163a85a96"
    },
    {
      "storm_id": "56410",
      "lat": 47.908,
      "lon": -66.7885,
      "motion_east": 8.2,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1239.0,
      "ebshear": 40.0,
      "srh01": 153.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3363
        },
        {
          "name": "alignment",
          "value": -8.5281
        },
        {
          "name": "tau",
          "value": 0.5345
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4631
      },
      "coherence_score": 0.5345459580421448,
      "coherence_diagnostics": {
        "tau": 0.5345459580421448,
        "grad_tau": 0.4902033805847168,
        "torsion": 0.0,
        "alignment": -8.52813720703125,
        "S_field": 0.3589286208152771,
        "Gamma_field": 0.20876017212867737,
        "S_over_Gamma": 1.7193347215652466,
        "Da": 11.387547492980957,
        "E_coh": 0.759216845035553,
        "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": [
          [
            [
              -66.8,
              48.0
            ],
            [
              -66.77,
              48.0
            ],
            [
              -66.75,
              47.98
            ],
            [
              -66.75,
              47.97
            ],
            [
              -66.72,
              47.95
            ],
            [
              -66.72,
              47.92
            ],
            [
              -66.71,
              47.91
            ],
            [
              -66.71,
              47.88
            ],
            [
              -66.75,
              47.84
            ],
            [
              -66.75,
              47.83
            ],
            [
              -66.78,
              47.81
            ],
            [
              -66.82,
              47.81
            ],
            [
              -66.84,
              47.82
            ],
            [
              -66.85,
              47.86
            ],
            [
              -66.86,
              47.87
            ],
            [
              -66.86,
              47.89
            ],
            [
              -66.85,
              47.9
            ],
            [
              -66.85,
              47.94
            ],
            [
              -66.83,
              47.98
            ],
            [
              -66.8,
              48.0
            ]
          ]
        ]
      },
      "raw_probability": 0.4631,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "25974036417451c52e93b374b3458d91291059ff6aa9b54340d0fe4a125854c6",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4631,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19d5cc829ccda6b6b4ac218e9d57507378bf5c853bb2afa4572a62620ae98f42"
      },
      "receipt_sha256": "19d5cc829ccda6b6b4ac218e9d57507378bf5c853bb2afa4572a62620ae98f42"
    },
    {
      "storm_id": "56748",
      "lat": 37.8744,
      "lon": -71.2222,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2442.0,
      "ebshear": 34.0,
      "srh01": 106.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3363
        },
        {
          "name": "alignment",
          "value": 0.6028
        },
        {
          "name": "tau",
          "value": 3.6984
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4611
      },
      "coherence_score": 3.6983745098114014,
      "coherence_diagnostics": {
        "tau": 3.6983745098114014,
        "grad_tau": 0.4332370460033417,
        "torsion": 0.0,
        "alignment": 0.6027653217315674,
        "S_field": 1.287534475326538,
        "Gamma_field": 0.2137601673603058,
        "S_over_Gamma": 6.023266792297363,
        "Da": 13.068628311157227,
        "E_coh": 0.9263666868209839,
        "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": [
          [
            [
              -71.23,
              37.91
            ],
            [
              -71.2,
              37.91
            ],
            [
              -71.18,
              37.89
            ],
            [
              -71.18,
              37.87
            ],
            [
              -71.21,
              37.83
            ],
            [
              -71.25,
              37.83
            ],
            [
              -71.26,
              37.84
            ],
            [
              -71.26,
              37.88
            ],
            [
              -71.23,
              37.91
            ]
          ]
        ]
      },
      "raw_probability": 0.4611,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4db3ebbdd1f612c94dfe0f81dd5914023bf6f922e141057d2203de6cefa77183",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4611,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9927360fd52bcbd1871fa39463ede740850a588bd4dcff6c4adc60ee0df9abb"
      },
      "receipt_sha256": "e9927360fd52bcbd1871fa39463ede740850a588bd4dcff6c4adc60ee0df9abb"
    },
    {
      "storm_id": "56645",
      "lat": 48.1325,
      "lon": -66.9562,
      "motion_east": 7.7,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1218.0,
      "ebshear": 34.0,
      "srh01": 150.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5863
        },
        {
          "name": "alignment",
          "value": -12.1421
        },
        {
          "name": "tau",
          "value": 0.3556
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4602
      },
      "coherence_score": 0.35559558868408203,
      "coherence_diagnostics": {
        "tau": 0.35559558868408203,
        "grad_tau": 0.4142431318759918,
        "torsion": 0.0,
        "alignment": -12.142108917236328,
        "S_field": 0.3872087597846985,
        "Gamma_field": 0.24626018106937408,
        "S_over_Gamma": 1.5723563432693481,
        "Da": 13.578045845031738,
        "E_coh": 0.20879139006137848,
        "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": [
          [
            [
              -66.97,
              48.16
            ],
            [
              -66.94,
              48.16
            ],
            [
              -66.91,
              48.14
            ],
            [
              -66.95,
              48.11
            ],
            [
              -66.95,
              48.09
            ],
            [
              -66.98,
              48.09
            ],
            [
              -66.98,
              48.15
            ],
            [
              -66.97,
              48.16
            ]
          ]
        ]
      },
      "raw_probability": 0.4602,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "df682b2effbfc13df2843cbbdaabd52ebf83d590f88b36ae669ee03f3ab9184a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4602,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9562579b0c293fbdf17ba7deaabda5b0fc8a176614ea9dcaeba0b4994e307d39"
      },
      "receipt_sha256": "9562579b0c293fbdf17ba7deaabda5b0fc8a176614ea9dcaeba0b4994e307d39"
    },
    {
      "storm_id": "54504",
      "lat": 35.7756,
      "lon": -81.6532,
      "motion_east": 7.8,
      "motion_south": 1.6,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2240.0,
      "ebshear": 34.0,
      "srh01": 84.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5863
        },
        {
          "name": "alignment",
          "value": -0.8154
        },
        {
          "name": "tau",
          "value": 2.3657
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4387
      },
      "coherence_score": 2.3657290935516357,
      "coherence_diagnostics": {
        "tau": 2.3657290935516357,
        "grad_tau": 0.33103716373443604,
        "torsion": 0.0,
        "alignment": -0.8154096603393555,
        "S_field": 0.9132437109947205,
        "Gamma_field": 0.3112601935863495,
        "S_over_Gamma": 2.9340202808380127,
        "Da": 20.437227249145508,
        "E_coh": 0.8903903961181641,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.63,
              35.88
            ],
            [
              -81.61,
              35.88
            ],
            [
              -81.58,
              35.86
            ],
            [
              -81.56,
              35.86
            ],
            [
              -81.55,
              35.85
            ],
            [
              -81.56,
              35.83
            ],
            [
              -81.55,
              35.81
            ],
            [
              -81.59,
              35.73
            ],
            [
              -81.62,
              35.71
            ],
            [
              -81.63,
              35.67
            ],
            [
              -81.67,
              35.64
            ],
            [
              -81.7,
              35.64
            ],
            [
              -81.71,
              35.65
            ],
            [
              -81.71,
              35.7
            ],
            [
              -81.7,
              35.72
            ],
            [
              -81.72,
              35.74
            ],
            [
              -81.73,
              35.74
            ],
            [
              -81.73,
              35.77
            ],
            [
              -81.72,
              35.78
            ],
            [
              -81.71,
              35.77
            ],
            [
              -81.7,
              35.78
            ],
            [
              -81.7,
              35.8
            ],
            [
              -81.66,
              35.84
            ],
            [
              -81.66,
              35.86
            ],
            [
              -81.63,
              35.88
            ]
          ]
        ]
      },
      "raw_probability": 0.4387,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "57e92b2c6d34d17bd9d2a6871f7e068ea1cb8e243eb4e6818b375dfbff049b60",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4387,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "183feaef62c87bb3ff83dab0b71144db1ef6dc02ee6623f3edf89a4544690007"
      },
      "receipt_sha256": "183feaef62c87bb3ff83dab0b71144db1ef6dc02ee6623f3edf89a4544690007"
    },
    {
      "storm_id": "55365",
      "lat": 46.73,
      "lon": -67.2189,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1130.0,
      "ebshear": 41.0,
      "srh01": 194.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 194.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8363
        },
        {
          "name": "alignment",
          "value": -8.1307
        },
        {
          "name": "tau",
          "value": 0.6249
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4353
      },
      "coherence_score": 0.6248833537101746,
      "coherence_diagnostics": {
        "tau": 0.6248833537101746,
        "grad_tau": 0.5334820747375488,
        "torsion": 0.0,
        "alignment": -8.13074016571045,
        "S_field": 0.4605272710323334,
        "Gamma_field": 0.15292684733867645,
        "S_over_Gamma": 3.0114219188690186,
        "Da": 8.318196296691895,
        "E_coh": 0.7698115706443787,
        "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": [
          [
            [
              -67.25,
              46.83
            ],
            [
              -67.2,
              46.83
            ],
            [
              -67.19,
              46.82
            ],
            [
              -67.19,
              46.8
            ],
            [
              -67.17,
              46.76
            ],
            [
              -67.18,
              46.75
            ],
            [
              -67.18,
              46.73
            ],
            [
              -67.19,
              46.72
            ],
            [
              -67.19,
              46.7
            ],
            [
              -67.21,
              46.66
            ],
            [
              -67.21,
              46.63
            ],
            [
              -67.22,
              46.62
            ],
            [
              -67.27,
              46.62
            ],
            [
              -67.27,
              46.68
            ],
            [
              -67.26,
              46.69
            ],
            [
              -67.26,
              46.73
            ],
            [
              -67.25,
              46.74
            ],
            [
              -67.25,
              46.83
            ]
          ]
        ]
      },
      "raw_probability": 0.4353,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9da90cfa2e5a8d34187ae87e4131549e3fd2204cd501170a7badb8f4991dd03b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4353,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36e8639112b55dc27af1bd8072884a6579962181566a96c1a76c81920015ee52"
      },
      "receipt_sha256": "36e8639112b55dc27af1bd8072884a6579962181566a96c1a76c81920015ee52"
    },
    {
      "storm_id": "56701",
      "lat": 28.4922,
      "lon": -91.3833,
      "motion_east": -6.0,
      "motion_south": 5.9,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0072,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2524.0,
      "ebshear": 59.0,
      "srh01": 162.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9613
        },
        {
          "name": "alignment",
          "value": -4.858
        },
        {
          "name": "tau",
          "value": 1.3184
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4298
      },
      "coherence_score": 1.318426489830017,
      "coherence_diagnostics": {
        "tau": 1.318426489830017,
        "grad_tau": 0.49716684222221375,
        "torsion": 0.0,
        "alignment": -4.857956886291504,
        "S_field": 0.3222173750400543,
        "Gamma_field": 1.0137602090835571,
        "S_over_Gamma": 0.3178437650203705,
        "Da": 64.05987548828125,
        "E_coh": 0.3764097988605499,
        "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": [
          [
            [
              -91.4,
              28.53
            ],
            [
              -91.33,
              28.53
            ],
            [
              -91.32,
              28.52
            ],
            [
              -91.33,
              28.48
            ],
            [
              -91.37,
              28.44
            ],
            [
              -91.42,
              28.44
            ],
            [
              -91.44,
              28.47
            ],
            [
              -91.44,
              28.49
            ],
            [
              -91.4,
              28.53
            ]
          ]
        ]
      },
      "raw_probability": 0.4298,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0072,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "0a335c5ae267fa53f9c2b2a48e38c58e63686767142255a143e8ddfdc366267a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4298,
        "probability": 0.007152,
        "confidence_lo": 0.007032,
        "confidence_hi": 0.007153,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3948fcf9814dcc2216a4d21668575423e5889bcc963e4cd76062b3afb89b2601"
      },
      "receipt_sha256": "3948fcf9814dcc2216a4d21668575423e5889bcc963e4cd76062b3afb89b2601"
    },
    {
      "storm_id": "56233",
      "lat": 47.1461,
      "lon": -67.2422,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1186.0,
      "ebshear": 48.0,
      "srh01": 155.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 155.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8363
        },
        {
          "name": "alignment",
          "value": -8.1307
        },
        {
          "name": "tau",
          "value": 0.6249
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4101
      },
      "coherence_score": 0.6248833537101746,
      "coherence_diagnostics": {
        "tau": 0.6248833537101746,
        "grad_tau": 0.5334820747375488,
        "torsion": 0.0,
        "alignment": -8.13074016571045,
        "S_field": 0.4605272710323334,
        "Gamma_field": 0.15292684733867645,
        "S_over_Gamma": 3.0114219188690186,
        "Da": 8.318196296691895,
        "E_coh": 0.7698115706443787,
        "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": [
          [
            [
              -67.21,
              47.24
            ],
            [
              -67.2,
              47.23
            ],
            [
              -67.2,
              47.19
            ],
            [
              -67.22,
              47.16
            ],
            [
              -67.22,
              47.11
            ],
            [
              -67.21,
              47.1
            ],
            [
              -67.21,
              47.07
            ],
            [
              -67.23,
              47.04
            ],
            [
              -67.26,
              47.04
            ],
            [
              -67.28,
              47.05
            ],
            [
              -67.29,
              47.07
            ],
            [
              -67.3,
              47.13
            ],
            [
              -67.29,
              47.14
            ],
            [
              -67.29,
              47.17
            ],
            [
              -67.28,
              47.19
            ],
            [
              -67.24,
              47.23
            ],
            [
              -67.22,
              47.23
            ],
            [
              -67.21,
              47.24
            ]
          ]
        ]
      },
      "raw_probability": 0.4101,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "f048bba96785f1fbe48523a942793c34941b93461e2a9dafcf77bd0013dc0eff",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.4101,
        "probability": 0.005923,
        "confidence_lo": 0.005469,
        "confidence_hi": 0.005925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "492f0e42ab1fbf2dcd32377523ee3ef352d280376b98ffa4e78b3b927dfec7ea"
      },
      "receipt_sha256": "492f0e42ab1fbf2dcd32377523ee3ef352d280376b98ffa4e78b3b927dfec7ea"
    },
    {
      "storm_id": "56605",
      "lat": 41.9011,
      "lon": -71.1911,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1929.0,
      "ebshear": 44.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.0863
        },
        {
          "name": "alignment",
          "value": 4.7559
        },
        {
          "name": "tau",
          "value": 1.3022
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.397
      },
      "coherence_score": 1.3021571636199951,
      "coherence_diagnostics": {
        "tau": 1.3021571636199951,
        "grad_tau": 0.2321425825357437,
        "torsion": 0.0,
        "alignment": 4.7559099197387695,
        "S_field": 0.40044116973876953,
        "Gamma_field": 0.34542685747146606,
        "S_over_Gamma": 1.1592646837234497,
        "Da": 20.123348236083984,
        "E_coh": 0.36036890745162964,
        "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": [
          [
            [
              -71.2,
              41.94
            ],
            [
              -71.16,
              41.93
            ],
            [
              -71.17,
              41.9
            ],
            [
              -71.14,
              41.87
            ],
            [
              -71.16,
              41.85
            ],
            [
              -71.22,
              41.85
            ],
            [
              -71.23,
              41.91
            ],
            [
              -71.24,
              41.92
            ],
            [
              -71.2,
              41.94
            ]
          ]
        ]
      },
      "raw_probability": 0.397,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "37bfb9f553b4e984a1a6ab8d1bccb416fe8f75f581656d48a910ecfd164bfd30",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.397,
        "probability": 0.005923,
        "confidence_lo": 0.005469,
        "confidence_hi": 0.005925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70d3e548687f4c1be063d77e2575f423a088cc62a2178b10de55b96c37b75f30"
      },
      "receipt_sha256": "70d3e548687f4c1be063d77e2575f423a088cc62a2178b10de55b96c37b75f30"
    },
    {
      "storm_id": "56764",
      "lat": 41.993,
      "lon": -70.977,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1678.0,
      "ebshear": 44.0,
      "srh01": 90.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.0863
        },
        {
          "name": "alignment",
          "value": 4.7559
        },
        {
          "name": "tau",
          "value": 1.3022
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.397
      },
      "coherence_score": 1.3021571636199951,
      "coherence_diagnostics": {
        "tau": 1.3021571636199951,
        "grad_tau": 0.2321425825357437,
        "torsion": 0.0,
        "alignment": 4.7559099197387695,
        "S_field": 0.40044116973876953,
        "Gamma_field": 0.34542685747146606,
        "S_over_Gamma": 1.1592646837234497,
        "Da": 20.123348236083984,
        "E_coh": 0.36036890745162964,
        "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": [
          [
            [
              -71.0,
              42.03
            ],
            [
              -70.95,
              42.03
            ],
            [
              -70.98,
              42.02
            ],
            [
              -70.99,
              42.0
            ],
            [
              -70.97,
              41.98
            ],
            [
              -70.93,
              41.97
            ],
            [
              -70.94,
              41.95
            ],
            [
              -71.01,
              41.95
            ],
            [
              -71.0,
              41.97
            ],
            [
              -71.0,
              42.03
            ]
          ]
        ]
      },
      "raw_probability": 0.397,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "37bfb9f553b4e984a1a6ab8d1bccb416fe8f75f581656d48a910ecfd164bfd30",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.397,
        "probability": 0.005923,
        "confidence_lo": 0.005469,
        "confidence_hi": 0.005925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70d3e548687f4c1be063d77e2575f423a088cc62a2178b10de55b96c37b75f30"
      },
      "receipt_sha256": "70d3e548687f4c1be063d77e2575f423a088cc62a2178b10de55b96c37b75f30"
    },
    {
      "storm_id": "56523",
      "lat": 29.1592,
      "lon": -91.0458,
      "motion_east": 1.4,
      "motion_south": 1.6,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2889.0,
      "ebshear": 32.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.2113
        },
        {
          "name": "alignment",
          "value": -6.6898
        },
        {
          "name": "tau",
          "value": 2.2422
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3924
      },
      "coherence_score": 2.2421886920928955,
      "coherence_diagnostics": {
        "tau": 2.2421886920928955,
        "grad_tau": 0.6842851042747498,
        "torsion": 0.0,
        "alignment": -6.6898040771484375,
        "S_field": 0.7292211055755615,
        "Gamma_field": 0.5454268455505371,
        "S_over_Gamma": 1.3369733095169067,
        "Da": 35.23373794555664,
        "E_coh": 0.6955628395080566,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.07,
              29.21
            ],
            [
              -91.03,
              29.21
            ],
            [
              -90.99,
              29.19
            ],
            [
              -90.97,
              29.17
            ],
            [
              -90.97,
              29.12
            ],
            [
              -90.99,
              29.11
            ],
            [
              -91.02,
              29.11
            ],
            [
              -91.06,
              29.13
            ],
            [
              -91.12,
              29.13
            ],
            [
              -91.13,
              29.14
            ],
            [
              -91.13,
              29.18
            ],
            [
              -91.07,
              29.21
            ]
          ]
        ]
      },
      "raw_probability": 0.3924,
      "confidence_lo": 0.0036,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "314e7c14808d8191c085a82154389419f860b22755feddcbef9218f6893c2bef",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3924,
        "probability": 0.005912,
        "confidence_lo": 0.003601,
        "confidence_hi": 0.005925,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "340dc24591a21342b80dd490bf3ea60095915ba2d1acfd74fe1a751e73338f85"
      },
      "receipt_sha256": "340dc24591a21342b80dd490bf3ea60095915ba2d1acfd74fe1a751e73338f85"
    },
    {
      "storm_id": "54549",
      "lat": 48.8788,
      "lon": -69.5694,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0055,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1095.0,
      "ebshear": 46.0,
      "srh01": 77.0,
      "maxllaz": 0.003,
      "mesh": 0.7,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3363
        },
        {
          "name": "alignment",
          "value": -6.6285
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3899
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7819796800613403,
        "torsion": 0.0,
        "alignment": -6.628501892089844,
        "S_field": 0.7500010132789612,
        "Gamma_field": 0.18542684614658356,
        "S_over_Gamma": 4.044727325439453,
        "Da": 10.503257751464844,
        "E_coh": 0.7330878973007202,
        "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": [
          [
            [
              -69.64,
              49.03
            ],
            [
              -69.58,
              49.03
            ],
            [
              -69.54,
              48.99
            ],
            [
              -69.54,
              48.9
            ],
            [
              -69.55,
              48.89
            ],
            [
              -69.55,
              48.84
            ],
            [
              -69.48,
              48.79
            ],
            [
              -69.48,
              48.76
            ],
            [
              -69.5,
              48.74
            ],
            [
              -69.52,
              48.74
            ],
            [
              -69.56,
              48.77
            ],
            [
              -69.56,
              48.82
            ],
            [
              -69.59,
              48.85
            ],
            [
              -69.62,
              48.86
            ],
            [
              -69.66,
              48.91
            ],
            [
              -69.67,
              48.99
            ],
            [
              -69.64,
              49.03
            ]
          ]
        ]
      },
      "raw_probability": 0.3899,
      "confidence_lo": 0.0036,
      "confidence_hi": 0.0055,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b6bc58036f87000f678556ea9a13bf629116638f16013cfaa82996bd22c8e9f0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3899,
        "probability": 0.005506,
        "confidence_lo": 0.003601,
        "confidence_hi": 0.005516,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52c2096a8ee00e7926e38109638225a38043f08e125e2bebace6bc5ecefc92d1"
      },
      "receipt_sha256": "52c2096a8ee00e7926e38109638225a38043f08e125e2bebace6bc5ecefc92d1"
    },
    {
      "storm_id": "55868",
      "lat": 49.2491,
      "lon": -67.5455,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0042,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 905.0,
      "ebshear": 30.0,
      "srh01": 265.0,
      "maxllaz": 0.004,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 265.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9613
        },
        {
          "name": "alignment",
          "value": -11.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3792
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35559558868408203,
        "torsion": 0.0,
        "alignment": -11.753501892089844,
        "S_field": 0.3809325397014618,
        "Gamma_field": 0.3400000035762787,
        "S_over_Gamma": 1.1203898191452026,
        "Da": 19.11086082458496,
        "E_coh": 0.23096832633018494,
        "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": [
          [
            [
              -67.55,
              49.32
            ],
            [
              -67.51,
              49.31
            ],
            [
              -67.49,
              49.29
            ],
            [
              -67.47,
              49.25
            ],
            [
              -67.46,
              49.19
            ],
            [
              -67.5,
              49.15
            ],
            [
              -67.56,
              49.15
            ],
            [
              -67.64,
              49.22
            ],
            [
              -67.64,
              49.26
            ],
            [
              -67.63,
              49.28
            ],
            [
              -67.55,
              49.32
            ]
          ]
        ]
      },
      "raw_probability": 0.3792,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0042,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b18d6e74a15ffef123fbc231e444f6312d3971ca640dad7114bb159d0314f66b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3792,
        "probability": 0.004183,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.004188,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87090d4df946fdd539196061a5ae3fdbaef99e0906cdf33dad87700cf4388f72"
      },
      "receipt_sha256": "87090d4df946fdd539196061a5ae3fdbaef99e0906cdf33dad87700cf4388f72"
    },
    {
      "storm_id": "56335",
      "lat": 48.1623,
      "lon": -67.4477,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1146.0,
      "ebshear": 37.0,
      "srh01": 144.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 144.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5863
        },
        {
          "name": "alignment",
          "value": -12.1421
        },
        {
          "name": "tau",
          "value": 0.3556
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3674
      },
      "coherence_score": 0.35559558868408203,
      "coherence_diagnostics": {
        "tau": 0.35559558868408203,
        "grad_tau": 0.4142431318759918,
        "torsion": 0.0,
        "alignment": -12.142108917236328,
        "S_field": 0.3872087597846985,
        "Gamma_field": 0.24626018106937408,
        "S_over_Gamma": 1.5723563432693481,
        "Da": 13.578045845031738,
        "E_coh": 0.20879139006137848,
        "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": [
          [
            [
              -67.47,
              48.2
            ],
            [
              -67.44,
              48.2
            ],
            [
              -67.43,
              48.19
            ],
            [
              -67.39,
              48.2
            ],
            [
              -67.39,
              48.18
            ],
            [
              -67.41,
              48.16
            ],
            [
              -67.41,
              48.12
            ],
            [
              -67.44,
              48.09
            ],
            [
              -67.48,
              48.09
            ],
            [
              -67.5,
              48.12
            ],
            [
              -67.5,
              48.17
            ],
            [
              -67.49,
              48.19
            ],
            [
              -67.47,
              48.2
            ]
          ]
        ]
      },
      "raw_probability": 0.3674,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "06b7c07cefcee7f53d5376a857cbf0ac523e1c3c66db61d076c7b49393ff81b7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3674,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bf5f51614428cb25febcf8618be7a97f9f4167bf92b04a9f006fb60686534c1"
      },
      "receipt_sha256": "5bf5f51614428cb25febcf8618be7a97f9f4167bf92b04a9f006fb60686534c1"
    },
    {
      "storm_id": "56496",
      "lat": 48.3156,
      "lon": -67.32,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1121.0,
      "ebshear": 37.0,
      "srh01": 141.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5863
        },
        {
          "name": "alignment",
          "value": -12.1421
        },
        {
          "name": "tau",
          "value": 0.3556
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3674
      },
      "coherence_score": 0.35559558868408203,
      "coherence_diagnostics": {
        "tau": 0.35559558868408203,
        "grad_tau": 0.4142431318759918,
        "torsion": 0.0,
        "alignment": -12.142108917236328,
        "S_field": 0.3872087597846985,
        "Gamma_field": 0.24626018106937408,
        "S_over_Gamma": 1.5723563432693481,
        "Da": 13.578045845031738,
        "E_coh": 0.20879139006137848,
        "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": [
          [
            [
              -67.34,
              48.36
            ],
            [
              -67.3,
              48.35
            ],
            [
              -67.27,
              48.32
            ],
            [
              -67.27,
              48.29
            ],
            [
              -67.28,
              48.27
            ],
            [
              -67.34,
              48.26
            ],
            [
              -67.37,
              48.29
            ],
            [
              -67.37,
              48.34
            ],
            [
              -67.34,
              48.36
            ]
          ]
        ]
      },
      "raw_probability": 0.3674,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "06b7c07cefcee7f53d5376a857cbf0ac523e1c3c66db61d076c7b49393ff81b7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3674,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bf5f51614428cb25febcf8618be7a97f9f4167bf92b04a9f006fb60686534c1"
      },
      "receipt_sha256": "5bf5f51614428cb25febcf8618be7a97f9f4167bf92b04a9f006fb60686534c1"
    },
    {
      "storm_id": "56232",
      "lat": 47.4567,
      "lon": -67.0833,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1264.0,
      "ebshear": 43.0,
      "srh01": 153.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3363
        },
        {
          "name": "alignment",
          "value": -8.5281
        },
        {
          "name": "tau",
          "value": 0.5345
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.361
      },
      "coherence_score": 0.5345459580421448,
      "coherence_diagnostics": {
        "tau": 0.5345459580421448,
        "grad_tau": 0.4902033805847168,
        "torsion": 0.0,
        "alignment": -8.52813720703125,
        "S_field": 0.3589286208152771,
        "Gamma_field": 0.20876017212867737,
        "S_over_Gamma": 1.7193347215652466,
        "Da": 11.387547492980957,
        "E_coh": 0.759216845035553,
        "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": [
          [
            [
              -67.09,
              47.5
            ],
            [
              -67.06,
              47.5
            ],
            [
              -67.04,
              47.49
            ],
            [
              -67.03,
              47.45
            ],
            [
              -67.04,
              47.43
            ],
            [
              -67.05,
              47.43
            ],
            [
              -67.07,
              47.41
            ],
            [
              -67.12,
              47.4
            ],
            [
              -67.14,
              47.43
            ],
            [
              -67.14,
              47.46
            ],
            [
              -67.13,
              47.48
            ],
            [
              -67.09,
              47.5
            ]
          ]
        ]
      },
      "raw_probability": 0.361,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "43d8ae6e8b5eb1457eccda3c24a4900adab4d8b1ff37a3d706c774b171885fc7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.361,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1262765eac310a693facf05a24b80b35ecc7622e017829f2dc35c74b83b475b5"
      },
      "receipt_sha256": "1262765eac310a693facf05a24b80b35ecc7622e017829f2dc35c74b83b475b5"
    },
    {
      "storm_id": "56733",
      "lat": 47.3338,
      "lon": -67.1725,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1259.0,
      "ebshear": 48.0,
      "srh01": 157.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 157.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3363
        },
        {
          "name": "alignment",
          "value": -8.5281
        },
        {
          "name": "tau",
          "value": 0.5345
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.361
      },
      "coherence_score": 0.5345459580421448,
      "coherence_diagnostics": {
        "tau": 0.5345459580421448,
        "grad_tau": 0.4902033805847168,
        "torsion": 0.0,
        "alignment": -8.52813720703125,
        "S_field": 0.3589286208152771,
        "Gamma_field": 0.20876017212867737,
        "S_over_Gamma": 1.7193347215652466,
        "Da": 11.387547492980957,
        "E_coh": 0.759216845035553,
        "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": [
          [
            [
              -67.19,
              47.36
            ],
            [
              -67.14,
              47.36
            ],
            [
              -67.13,
              47.34
            ],
            [
              -67.14,
              47.3
            ],
            [
              -67.19,
              47.3
            ],
            [
              -67.2,
              47.31
            ],
            [
              -67.2,
              47.34
            ],
            [
              -67.19,
              47.36
            ]
          ]
        ]
      },
      "raw_probability": 0.361,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "43d8ae6e8b5eb1457eccda3c24a4900adab4d8b1ff37a3d706c774b171885fc7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.361,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1262765eac310a693facf05a24b80b35ecc7622e017829f2dc35c74b83b475b5"
      },
      "receipt_sha256": "1262765eac310a693facf05a24b80b35ecc7622e017829f2dc35c74b83b475b5"
    },
    {
      "storm_id": "56420",
      "lat": 37.3827,
      "lon": -77.1245,
      "motion_east": 11.1,
      "motion_south": -5.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1742.0,
      "ebshear": 33.0,
      "srh01": 115.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7113
        },
        {
          "name": "alignment",
          "value": 7.4631
        },
        {
          "name": "tau",
          "value": 1.6399
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3568
      },
      "coherence_score": 1.639923095703125,
      "coherence_diagnostics": {
        "tau": 1.639923095703125,
        "grad_tau": 0.23080794513225555,
        "torsion": 0.0,
        "alignment": 7.463109970092773,
        "S_field": 0.2843132019042969,
        "Gamma_field": 0.35209351778030396,
        "S_over_Gamma": 0.8074934482574463,
        "Da": 21.104578018188477,
        "E_coh": 0.4004853665828705,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.13,
              37.45
            ],
            [
              -77.09,
              37.45
            ],
            [
              -77.06,
              37.42
            ],
            [
              -77.06,
              37.36
            ],
            [
              -77.08,
              37.34
            ],
            [
              -77.12,
              37.32
            ],
            [
              -77.13,
              37.33
            ],
            [
              -77.17,
              37.33
            ],
            [
              -77.2,
              37.36
            ],
            [
              -77.2,
              37.4
            ],
            [
              -77.13,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.3568,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b786066873470e759398786671d2113922af0457cc8dcd782c930ddb365cc231",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3568,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "928c3daffde84ed3946f048c671d4fd53e512f87522011aecda27732978ed108"
      },
      "receipt_sha256": "928c3daffde84ed3946f048c671d4fd53e512f87522011aecda27732978ed108"
    },
    {
      "storm_id": "55398",
      "lat": 38.6123,
      "lon": -74.5469,
      "motion_east": 9.4,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1583.0,
      "ebshear": 42.0,
      "srh01": 56.0,
      "maxllaz": 0.005,
      "mesh": 0.19,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3363
        },
        {
          "name": "alignment",
          "value": -1.0394
        },
        {
          "name": "tau",
          "value": 1.8716
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3523
      },
      "coherence_score": 1.8715615272521973,
      "coherence_diagnostics": {
        "tau": 1.8715615272521973,
        "grad_tau": 0.278796911239624,
        "torsion": 0.0,
        "alignment": -1.0394210815429688,
        "S_field": 0.34656810760498047,
        "Gamma_field": 0.6104268431663513,
        "S_over_Gamma": 0.567747175693512,
        "Da": 35.59124755859375,
        "E_coh": 0.3021913766860962,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.61,
              38.69
            ],
            [
              -74.55,
              38.69
            ],
            [
              -74.48,
              38.64
            ],
            [
              -74.46,
              38.6
            ],
            [
              -74.47,
              38.59
            ],
            [
              -74.47,
              38.56
            ],
            [
              -74.49,
              38.54
            ],
            [
              -74.51,
              38.53
            ],
            [
              -74.55,
              38.53
            ],
            [
              -74.63,
              38.61
            ],
            [
              -74.64,
              38.63
            ],
            [
              -74.64,
              38.66
            ],
            [
              -74.61,
              38.69
            ]
          ]
        ]
      },
      "raw_probability": 0.3523,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4b429bb1a20cb11a1956392cf513f7930b9a252ed17d7b16d0ff0153a0c0adcc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3523,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5f787a65b5a5bcacc6036cfd3aeab92a64f5eebad1a06d058df64e4ec39460b"
      },
      "receipt_sha256": "a5f787a65b5a5bcacc6036cfd3aeab92a64f5eebad1a06d058df64e4ec39460b"
    },
    {
      "storm_id": "56407",
      "lat": 48.9658,
      "lon": -70.9105,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 819.0,
      "ebshear": 33.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5863
        },
        {
          "name": "alignment",
          "value": -15.816
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.351
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.711399495601654,
        "torsion": 0.0,
        "alignment": -15.816001892089844,
        "S_field": 0.49625444412231445,
        "Gamma_field": 0.45876017212867737,
        "S_over_Gamma": 1.081729531288147,
        "Da": 26.76521110534668,
        "E_coh": 0.1888253539800644,
        "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": [
          [
            [
              -70.89,
              49.02
            ],
            [
              -70.86,
              49.02
            ],
            [
              -70.85,
              49.01
            ],
            [
              -70.85,
              48.98
            ],
            [
              -70.84,
              48.97
            ],
            [
              -70.85,
              48.95
            ],
            [
              -70.87,
              48.94
            ],
            [
              -70.89,
              48.94
            ],
            [
              -70.9,
              48.95
            ],
            [
              -70.92,
              48.93
            ],
            [
              -70.92,
              48.91
            ],
            [
              -70.97,
              48.91
            ],
            [
              -71.0,
              48.93
            ],
            [
              -70.99,
              48.95
            ],
            [
              -70.99,
              48.98
            ],
            [
              -70.98,
              48.97
            ],
            [
              -70.93,
              48.98
            ],
            [
              -70.91,
              48.99
            ],
            [
              -70.89,
              49.02
            ]
          ]
        ]
      },
      "raw_probability": 0.351,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "3d9172eb6cad08828a4704471fb3f979790fc0ce617ba0c5048b2f8408ccfd78",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.351,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c32ff4d1207dce911ec504175e3b12de3731267817ea95242c616d746ff9b737"
      },
      "receipt_sha256": "c32ff4d1207dce911ec504175e3b12de3731267817ea95242c616d746ff9b737"
    },
    {
      "storm_id": "56449",
      "lat": 37.3457,
      "lon": -77.4471,
      "motion_east": 10.2,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 965.0,
      "ebshear": 36.0,
      "srh01": 114.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7113
        },
        {
          "name": "alignment",
          "value": 7.4631
        },
        {
          "name": "tau",
          "value": 1.6399
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3478
      },
      "coherence_score": 1.639923095703125,
      "coherence_diagnostics": {
        "tau": 1.639923095703125,
        "grad_tau": 0.23080794513225555,
        "torsion": 0.0,
        "alignment": 7.463109970092773,
        "S_field": 0.2843132019042969,
        "Gamma_field": 0.35209351778030396,
        "S_over_Gamma": 0.8074934482574463,
        "Da": 21.104578018188477,
        "E_coh": 0.4004853665828705,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.47,
              37.4
            ],
            [
              -77.43,
              37.4
            ],
            [
              -77.41,
              37.39
            ],
            [
              -77.41,
              37.38
            ],
            [
              -77.39,
              37.36
            ],
            [
              -77.39,
              37.33
            ],
            [
              -77.4,
              37.31
            ],
            [
              -77.44,
              37.3
            ],
            [
              -77.45,
              37.29
            ],
            [
              -77.46,
              37.3
            ],
            [
              -77.5,
              37.3
            ],
            [
              -77.52,
              37.32
            ],
            [
              -77.52,
              37.36
            ],
            [
              -77.47,
              37.4
            ]
          ]
        ]
      },
      "raw_probability": 0.3478,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "cb3f72ace421aeb383b5e62efca4c33d6643fc16255f8c84793b2f1e233529aa",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3478,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "16800dcdc5a4571338a4324ff2a318ff136762c277946002c8f770665b86f250"
      },
      "receipt_sha256": "16800dcdc5a4571338a4324ff2a318ff136762c277946002c8f770665b86f250"
    },
    {
      "storm_id": "56023",
      "lat": 49.4383,
      "lon": -71.2925,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 630.0,
      "ebshear": 32.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5863
        },
        {
          "name": "alignment",
          "value": -15.816
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3297
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.711399495601654,
        "torsion": 0.0,
        "alignment": -15.816001892089844,
        "S_field": 0.49625444412231445,
        "Gamma_field": 0.45876017212867737,
        "S_over_Gamma": 1.081729531288147,
        "Da": 26.76521110534668,
        "E_coh": 0.1888253539800644,
        "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": [
          [
            [
              -71.34,
              49.49
            ],
            [
              -71.27,
              49.49
            ],
            [
              -71.26,
              49.48
            ],
            [
              -71.23,
              49.48
            ],
            [
              -71.22,
              49.47
            ],
            [
              -71.21,
              49.4
            ],
            [
              -71.25,
              49.39
            ],
            [
              -71.28,
              49.36
            ],
            [
              -71.35,
              49.36
            ],
            [
              -71.38,
              49.4
            ],
            [
              -71.38,
              49.45
            ],
            [
              -71.34,
              49.49
            ]
          ]
        ]
      },
      "raw_probability": 0.3297,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c219ca9f8e7d2a48ea9b914ab0cc85ac103d44797581cb2306cea50e2d3e7a32",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3297,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56de76d9ef083a79d3b506562b80fefd02181ff404ef8812921bcf72eae1ff2f"
      },
      "receipt_sha256": "56de76d9ef083a79d3b506562b80fefd02181ff404ef8812921bcf72eae1ff2f"
    },
    {
      "storm_id": "56327",
      "lat": 29.2169,
      "lon": -94.2306,
      "motion_east": -6.0,
      "motion_south": 13.4,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3970.0,
      "ebshear": 58.0,
      "srh01": 175.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 175.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0863
        },
        {
          "name": "alignment",
          "value": -1.114
        },
        {
          "name": "tau",
          "value": 0.9281
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3209
      },
      "coherence_score": 0.9280829429626465,
      "coherence_diagnostics": {
        "tau": 0.9280829429626465,
        "grad_tau": 0.32962891459465027,
        "torsion": 0.0,
        "alignment": -1.1139618158340454,
        "S_field": 0.39720088243484497,
        "Gamma_field": 0.5170935392379761,
        "S_over_Gamma": 0.7681412696838379,
        "Da": 30.864227294921875,
        "E_coh": 0.8011572957038879,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.27,
              29.3
            ],
            [
              -94.24,
              29.3
            ],
            [
              -94.22,
              29.28
            ],
            [
              -94.22,
              29.26
            ],
            [
              -94.2,
              29.24
            ],
            [
              -94.18,
              29.2
            ],
            [
              -94.15,
              29.17
            ],
            [
              -94.15,
              29.13
            ],
            [
              -94.16,
              29.11
            ],
            [
              -94.18,
              29.1
            ],
            [
              -94.25,
              29.1
            ],
            [
              -94.32,
              29.18
            ],
            [
              -94.32,
              29.24
            ],
            [
              -94.28,
              29.27
            ],
            [
              -94.28,
              29.29
            ],
            [
              -94.27,
              29.3
            ]
          ]
        ]
      },
      "raw_probability": 0.3209,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "cd72c7a6408b370b3b31322310bf193dcab81881841d9b07ba208168f5555dc7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3209,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86066562a2abddf96efdb06a19ac73f7ee7348c572b2e87eb23b6163f35ed9e7"
      },
      "receipt_sha256": "86066562a2abddf96efdb06a19ac73f7ee7348c572b2e87eb23b6163f35ed9e7"
    },
    {
      "storm_id": "56430",
      "lat": 27.9311,
      "lon": -92.1804,
      "motion_east": -6.0,
      "motion_south": 5.9,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2212.0,
      "ebshear": 57.0,
      "srh01": 97.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5863
        },
        {
          "name": "alignment",
          "value": -6.1947
        },
        {
          "name": "tau",
          "value": 1.0229
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.315
      },
      "coherence_score": 1.0229284763336182,
      "coherence_diagnostics": {
        "tau": 1.0229284763336182,
        "grad_tau": 0.307504802942276,
        "torsion": 0.0,
        "alignment": -6.194699764251709,
        "S_field": 0.3289330005645752,
        "Gamma_field": 1.3862601518630981,
        "S_over_Gamma": 0.23728086054325104,
        "Da": 85.79151916503906,
        "E_coh": 0.16055306792259216,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.28,
              28.05
            ],
            [
              -92.24,
              28.03
            ],
            [
              -92.23,
              28.04
            ],
            [
              -92.15,
              28.04
            ],
            [
              -92.12,
              28.02
            ],
            [
              -92.12,
              28.0
            ],
            [
              -92.11,
              27.99
            ],
            [
              -92.12,
              27.98
            ],
            [
              -92.07,
              27.94
            ],
            [
              -92.07,
              27.88
            ],
            [
              -92.09,
              27.86
            ],
            [
              -92.09,
              27.84
            ],
            [
              -92.11,
              27.82
            ],
            [
              -92.11,
              27.81
            ],
            [
              -92.13,
              27.8
            ],
            [
              -92.16,
              27.8
            ],
            [
              -92.17,
              27.81
            ],
            [
              -92.19,
              27.81
            ],
            [
              -92.22,
              27.84
            ],
            [
              -92.22,
              27.87
            ],
            [
              -92.21,
              27.89
            ],
            [
              -92.15,
              27.94
            ],
            [
              -92.17,
              27.96
            ],
            [
              -92.29,
              27.95
            ],
            [
              -92.33,
              28.0
            ],
            [
              -92.31,
              28.02
            ],
            [
              -92.31,
              28.03
            ],
            [
              -92.28,
              28.05
            ]
          ]
        ]
      },
      "raw_probability": 0.315,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "3d336eae133ad3df9992cb54ac943bf28ce67330ee389d7f829658ac31188f70",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.315,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a405df20b439f2d8144e6623b179151285e5957b0903a2bd958f63da24d1640"
      },
      "receipt_sha256": "8a405df20b439f2d8144e6623b179151285e5957b0903a2bd958f63da24d1640"
    },
    {
      "storm_id": "55974",
      "lat": 29.3257,
      "lon": -94.8421,
      "motion_east": -5.0,
      "motion_south": 13.1,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3860.0,
      "ebshear": 42.0,
      "srh01": 122.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0863
        },
        {
          "name": "alignment",
          "value": -0.7063
        },
        {
          "name": "tau",
          "value": 1.0076
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3037
      },
      "coherence_score": 1.0076367855072021,
      "coherence_diagnostics": {
        "tau": 1.0076367855072021,
        "grad_tau": 0.31933945417404175,
        "torsion": 0.0,
        "alignment": -0.7063199877738953,
        "S_field": 0.2909686863422394,
        "Gamma_field": 0.7320935130119324,
        "S_over_Gamma": 0.3974474370479584,
        "Da": 45.243587493896484,
        "E_coh": 0.852277398109436,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.92,
              29.42
            ],
            [
              -94.91,
              29.41
            ],
            [
              -94.85,
              29.41
            ],
            [
              -94.83,
              29.4
            ],
            [
              -94.81,
              29.37
            ],
            [
              -94.73,
              29.34
            ],
            [
              -94.68,
              29.3
            ],
            [
              -94.67,
              29.31
            ],
            [
              -94.63,
              29.3
            ],
            [
              -94.62,
              29.29
            ],
            [
              -94.62,
              29.24
            ],
            [
              -94.64,
              29.23
            ],
            [
              -94.67,
              29.23
            ],
            [
              -94.72,
              29.26
            ],
            [
              -94.76,
              29.26
            ],
            [
              -94.77,
              29.25
            ],
            [
              -94.83,
              29.25
            ],
            [
              -94.87,
              29.27
            ],
            [
              -94.9,
              29.31
            ],
            [
              -94.94,
              29.33
            ],
            [
              -95.01,
              29.33
            ],
            [
              -95.02,
              29.32
            ],
            [
              -95.06,
              29.32
            ],
            [
              -95.09,
              29.34
            ],
            [
              -95.1,
              29.39
            ],
            [
              -95.08,
              29.41
            ],
            [
              -94.93,
              29.41
            ],
            [
              -94.92,
              29.42
            ]
          ]
        ]
      },
      "raw_probability": 0.3037,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "eee6cc8212fa8e37d94c350b21eb2b312c99133ad56de3c5da9af3a3ed724f97",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.3037,
        "probability": 0.003139,
        "confidence_lo": 0.003035,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ec381aba96bf3aa4453f35bf7134542a851a7b7aa482ccbda9bef61a0beb6d8"
      },
      "receipt_sha256": "7ec381aba96bf3aa4453f35bf7134542a851a7b7aa482ccbda9bef61a0beb6d8"
    },
    {
      "storm_id": "55845",
      "lat": 45.727,
      "lon": -68.143,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1742.0,
      "ebshear": 49.0,
      "srh01": 103.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2113
        },
        {
          "name": "alignment",
          "value": -7.5322
        },
        {
          "name": "tau",
          "value": 0.9051
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.293
      },
      "coherence_score": 0.9051207900047302,
      "coherence_diagnostics": {
        "tau": 0.9051207900047302,
        "grad_tau": 0.39546316862106323,
        "torsion": -2.60886956482409e-09,
        "alignment": -7.532227039337158,
        "S_field": 0.5388312935829163,
        "Gamma_field": 0.625,
        "S_over_Gamma": 0.8621300458908081,
        "Da": 34.14875411987305,
        "E_coh": 0.40952226519584656,
        "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": [
          [
            [
              -68.15,
              45.76
            ],
            [
              -68.12,
              45.76
            ],
            [
              -68.11,
              45.75
            ],
            [
              -68.11,
              45.72
            ],
            [
              -68.12,
              45.7
            ],
            [
              -68.14,
              45.69
            ],
            [
              -68.17,
              45.69
            ],
            [
              -68.18,
              45.7
            ],
            [
              -68.18,
              45.74
            ],
            [
              -68.15,
              45.76
            ]
          ]
        ]
      },
      "raw_probability": 0.293,
      "confidence_lo": 0.0028,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "853f7b12a65aeb8f59640b3e19299bade853e1ecb7bbc23587b1141265ac943c",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.293,
        "probability": 0.003138,
        "confidence_lo": 0.002786,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e09da8d432ab504dae959898c7fb7df1f53d9637ebcfd569bd2b8b1a8bb54f8"
      },
      "receipt_sha256": "6e09da8d432ab504dae959898c7fb7df1f53d9637ebcfd569bd2b8b1a8bb54f8"
    },
    {
      "storm_id": "56723",
      "lat": 29.471,
      "lon": -93.639,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3826.0,
      "ebshear": 52.0,
      "srh01": 204.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5863
        },
        {
          "name": "alignment",
          "value": 0.9055
        },
        {
          "name": "tau",
          "value": 1.3597
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.262
      },
      "coherence_score": 1.3596960306167603,
      "coherence_diagnostics": {
        "tau": 1.3596960306167603,
        "grad_tau": 0.5108748078346252,
        "torsion": 0.0,
        "alignment": 0.9054529666900635,
        "S_field": 0.4040946364402771,
        "Gamma_field": 0.7070935368537903,
        "S_over_Gamma": 0.5714868307113647,
        "Da": 43.718238830566406,
        "E_coh": 0.8962190747261047,
        "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": [
          [
            [
              -93.66,
              29.51
            ],
            [
              -93.61,
              29.51
            ],
            [
              -93.61,
              29.46
            ],
            [
              -93.6,
              29.45
            ],
            [
              -93.61,
              29.43
            ],
            [
              -93.65,
              29.43
            ],
            [
              -93.66,
              29.44
            ],
            [
              -93.66,
              29.48
            ],
            [
              -93.67,
              29.49
            ],
            [
              -93.66,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.262,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c43e755a984a0e9e9b04edb30fff423412826dca4eab4dc2fac42cc6e614b68d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.262,
        "probability": 0.00261,
        "confidence_lo": 0.002228,
        "confidence_hi": 0.002611,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf4131efbbd938e095678280f9b5aca6266f03fcb87456d231016a4d796dd82e"
      },
      "receipt_sha256": "bf4131efbbd938e095678280f9b5aca6266f03fcb87456d231016a4d796dd82e"
    },
    {
      "storm_id": "56768",
      "lat": 41.5518,
      "lon": -72.1629,
      "motion_east": 7.1,
      "motion_south": -3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2154.0,
      "ebshear": 48.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3363
        },
        {
          "name": "alignment",
          "value": 4.4995
        },
        {
          "name": "tau",
          "value": 1.3614
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2615
      },
      "coherence_score": 1.3614327907562256,
      "coherence_diagnostics": {
        "tau": 1.3614327907562256,
        "grad_tau": 0.3515610694885254,
        "torsion": 0.0,
        "alignment": 4.499519348144531,
        "S_field": 0.37910956144332886,
        "Gamma_field": 0.20542684197425842,
        "S_over_Gamma": 1.8454723358154297,
        "Da": 12.06505298614502,
        "E_coh": 0.4713072180747986,
        "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": [
          [
            [
              -72.12,
              41.59
            ],
            [
              -72.11,
              41.58
            ],
            [
              -72.12,
              41.56
            ],
            [
              -72.11,
              41.52
            ],
            [
              -72.14,
              41.52
            ],
            [
              -72.15,
              41.51
            ],
            [
              -72.16,
              41.52
            ],
            [
              -72.21,
              41.52
            ],
            [
              -72.23,
              41.53
            ],
            [
              -72.23,
              41.54
            ],
            [
              -72.22,
              41.55
            ],
            [
              -72.21,
              41.54
            ],
            [
              -72.18,
              41.58
            ],
            [
              -72.17,
              41.57
            ],
            [
              -72.16,
              41.58
            ],
            [
              -72.13,
              41.58
            ],
            [
              -72.12,
              41.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2615,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "47f121870994fe3f07147f044dd7f72cbd60f61a64210c31cc47b4e0aa70987d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.2615,
        "probability": 0.00261,
        "confidence_lo": 0.002228,
        "confidence_hi": 0.002611,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e3485cb44954f7574a2b73722bd403c7b2f8171763409ac7727b13f78e7ce462"
      },
      "receipt_sha256": "e3485cb44954f7574a2b73722bd403c7b2f8171763409ac7727b13f78e7ce462"
    },
    {
      "storm_id": "56600",
      "lat": 48.9095,
      "lon": -77.8984,
      "motion_east": 6.4,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 25.0,
      "ebshear": 19.0,
      "srh01": 153.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2113
        },
        {
          "name": "alignment",
          "value": 12.059
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2379
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2818155884742737,
        "torsion": 0.0,
        "alignment": 12.058998107910156,
        "S_field": 0.18033166229724884,
        "Gamma_field": 0.1629268378019333,
        "S_over_Gamma": 1.1068260669708252,
        "Da": 10.081243515014648,
        "E_coh": 0.26307860016822815,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.94,
              48.95
            ],
            [
              -77.86,
              48.95
            ],
            [
              -77.85,
              48.94
            ],
            [
              -77.81,
              48.94
            ],
            [
              -77.77,
              48.92
            ],
            [
              -77.76,
              48.9
            ],
            [
              -77.76,
              48.87
            ],
            [
              -77.77,
              48.85
            ],
            [
              -77.79,
              48.84
            ],
            [
              -77.92,
              48.84
            ],
            [
              -77.98,
              48.87
            ],
            [
              -77.98,
              48.88
            ],
            [
              -78.01,
              48.9
            ],
            [
              -78.01,
              48.93
            ],
            [
              -78.0,
              48.94
            ],
            [
              -77.99,
              48.93
            ],
            [
              -77.98,
              48.94
            ],
            [
              -77.95,
              48.94
            ],
            [
              -77.94,
              48.95
            ]
          ]
        ]
      },
      "raw_probability": 0.2379,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "64022001841b588a43e1e3147ad8a0e38ef9c1fd431cd99cf2d094a935385a1b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.2379,
        "probability": 0.002414,
        "confidence_lo": 0.002228,
        "confidence_hi": 0.002414,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1addd98a9465105c596bd3a89fbad595aaa5f1aae1e102194ea974fd267aa7ac"
      },
      "receipt_sha256": "1addd98a9465105c596bd3a89fbad595aaa5f1aae1e102194ea974fd267aa7ac"
    },
    {
      "storm_id": "56637",
      "lat": 29.7471,
      "lon": -94.7457,
      "motion_east": 0.0,
      "motion_south": 6.9,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3514.0,
      "ebshear": 36.0,
      "srh01": 108.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0863
        },
        {
          "name": "alignment",
          "value": -0.7063
        },
        {
          "name": "tau",
          "value": 1.0076
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2077
      },
      "coherence_score": 1.0076367855072021,
      "coherence_diagnostics": {
        "tau": 1.0076367855072021,
        "grad_tau": 0.31933945417404175,
        "torsion": 0.0,
        "alignment": -0.7063199877738953,
        "S_field": 0.2909686863422394,
        "Gamma_field": 0.7320935130119324,
        "S_over_Gamma": 0.3974474370479584,
        "Da": 45.243587493896484,
        "E_coh": 0.852277398109436,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.75,
              29.79
            ],
            [
              -94.69,
              29.73
            ],
            [
              -94.7,
              29.71
            ],
            [
              -94.75,
              29.71
            ],
            [
              -94.79,
              29.73
            ],
            [
              -94.79,
              29.77
            ],
            [
              -94.75,
              29.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2077,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4d4e47a4694c5f4147d6e0487b732c475fd3f3aeb26bdfec951ebc52554bb32b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.2077,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0500c164610d4323ebd827b2d24a42b745aee87dded9097db8021d9f39bd61c"
      },
      "receipt_sha256": "a0500c164610d4323ebd827b2d24a42b745aee87dded9097db8021d9f39bd61c"
    },
    {
      "storm_id": "56668",
      "lat": 30.1375,
      "lon": -94.1325,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4354.0,
      "ebshear": 34.0,
      "srh01": 71.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4613
        },
        {
          "name": "alignment",
          "value": -0.2832
        },
        {
          "name": "tau",
          "value": 1.2639
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2006
      },
      "coherence_score": 1.2639400959014893,
      "coherence_diagnostics": {
        "tau": 1.2639400959014893,
        "grad_tau": 0.45598119497299194,
        "torsion": 0.0,
        "alignment": -0.28321802616119385,
        "S_field": 0.49173682928085327,
        "Gamma_field": 0.6104268431663513,
        "S_over_Gamma": 0.8055622577667236,
        "Da": 37.73554229736328,
        "E_coh": 0.9597349762916565,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.14,
              30.18
            ],
            [
              -94.1,
              30.15
            ],
            [
              -94.1,
              30.11
            ],
            [
              -94.11,
              30.1
            ],
            [
              -94.15,
              30.1
            ],
            [
              -94.16,
              30.11
            ],
            [
              -94.16,
              30.17
            ],
            [
              -94.14,
              30.18
            ]
          ]
        ]
      },
      "raw_probability": 0.2006,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "f5c13f5da83ddfc1b11209ed820d5ab0d89f9e27e0d0af0efc247a92650f7b17",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.2006,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1dce812bc66f00a487d1c8afe8ae413e2b326b42929c77e2e291b85f0e0e4f6"
      },
      "receipt_sha256": "b1dce812bc66f00a487d1c8afe8ae413e2b326b42929c77e2e291b85f0e0e4f6"
    },
    {
      "storm_id": "56755",
      "lat": 30.0545,
      "lon": -94.7891,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3766.0,
      "ebshear": 32.0,
      "srh01": 71.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4613
        },
        {
          "name": "alignment",
          "value": -0.2832
        },
        {
          "name": "tau",
          "value": 1.2639
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2006
      },
      "coherence_score": 1.2639400959014893,
      "coherence_diagnostics": {
        "tau": 1.2639400959014893,
        "grad_tau": 0.45598119497299194,
        "torsion": 0.0,
        "alignment": -0.28321802616119385,
        "S_field": 0.49173682928085327,
        "Gamma_field": 0.6104268431663513,
        "S_over_Gamma": 0.8055622577667236,
        "Da": 37.73554229736328,
        "E_coh": 0.9597349762916565,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.82,
              30.09
            ],
            [
              -94.77,
              30.09
            ],
            [
              -94.75,
              30.08
            ],
            [
              -94.74,
              30.07
            ],
            [
              -94.74,
              30.03
            ],
            [
              -94.76,
              30.01
            ],
            [
              -94.8,
              30.01
            ],
            [
              -94.82,
              30.02
            ],
            [
              -94.83,
              30.03
            ],
            [
              -94.83,
              30.08
            ],
            [
              -94.82,
              30.09
            ]
          ]
        ]
      },
      "raw_probability": 0.2006,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "f5c13f5da83ddfc1b11209ed820d5ab0d89f9e27e0d0af0efc247a92650f7b17",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.2006,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1dce812bc66f00a487d1c8afe8ae413e2b326b42929c77e2e291b85f0e0e4f6"
      },
      "receipt_sha256": "b1dce812bc66f00a487d1c8afe8ae413e2b326b42929c77e2e291b85f0e0e4f6"
    },
    {
      "storm_id": "56428",
      "lat": 29.9862,
      "lon": -94.2387,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3765.0,
      "ebshear": 33.0,
      "srh01": 71.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0863
        },
        {
          "name": "alignment",
          "value": -0.7063
        },
        {
          "name": "tau",
          "value": 1.0076
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1995
      },
      "coherence_score": 1.0076367855072021,
      "coherence_diagnostics": {
        "tau": 1.0076367855072021,
        "grad_tau": 0.31933945417404175,
        "torsion": 0.0,
        "alignment": -0.7063199877738953,
        "S_field": 0.2909686863422394,
        "Gamma_field": 0.7320935130119324,
        "S_over_Gamma": 0.3974474370479584,
        "Da": 45.243587493896484,
        "E_coh": 0.852277398109436,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.26,
              30.02
            ],
            [
              -94.22,
              30.02
            ],
            [
              -94.19,
              30.0
            ],
            [
              -94.19,
              29.94
            ],
            [
              -94.24,
              29.94
            ],
            [
              -94.27,
              29.96
            ],
            [
              -94.28,
              29.99
            ],
            [
              -94.26,
              30.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1995,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "250e4a84c5f6559e2e892ec24631a3c818457dd99c1efa2f6e59936639fc59aa",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1995,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af00c52d16205475cb088b5062b077f80dd7a21daf42f2102a67ebf795dc2376"
      },
      "receipt_sha256": "af00c52d16205475cb088b5062b077f80dd7a21daf42f2102a67ebf795dc2376"
    },
    {
      "storm_id": "56766",
      "lat": 41.6912,
      "lon": -71.7242,
      "motion_east": 7.0,
      "motion_south": -3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2063.0,
      "ebshear": 48.0,
      "srh01": 79.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7113
        },
        {
          "name": "alignment",
          "value": 5.0982
        },
        {
          "name": "tau",
          "value": 1.0285
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1922
      },
      "coherence_score": 1.0285390615463257,
      "coherence_diagnostics": {
        "tau": 1.0285390615463257,
        "grad_tau": 0.2637481987476349,
        "torsion": 0.0,
        "alignment": 5.098236083984375,
        "S_field": 0.23060372471809387,
        "Gamma_field": 0.9220935106277466,
        "S_over_Gamma": 0.2500871419906616,
        "Da": 53.163978576660156,
        "E_coh": 0.09567813575267792,
        "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": [
          [
            [
              -71.67,
              41.76
            ],
            [
              -71.63,
              41.76
            ],
            [
              -71.58,
              41.69
            ],
            [
              -71.59,
              41.68
            ],
            [
              -71.63,
              41.68
            ],
            [
              -71.65,
              41.67
            ],
            [
              -71.66,
              41.66
            ],
            [
              -71.66,
              41.64
            ],
            [
              -71.67,
              41.65
            ],
            [
              -71.69,
              41.65
            ],
            [
              -71.7,
              41.64
            ],
            [
              -71.78,
              41.64
            ],
            [
              -71.8,
              41.66
            ],
            [
              -71.82,
              41.65
            ],
            [
              -71.84,
              41.67
            ],
            [
              -71.87,
              41.67
            ],
            [
              -71.87,
              41.68
            ],
            [
              -71.8,
              41.69
            ],
            [
              -71.79,
              41.7
            ],
            [
              -71.79,
              41.72
            ],
            [
              -71.77,
              41.72
            ],
            [
              -71.76,
              41.73
            ],
            [
              -71.74,
              41.72
            ],
            [
              -71.71,
              41.74
            ],
            [
              -71.69,
              41.74
            ],
            [
              -71.67,
              41.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1922,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "30ca00a5e9935d9659cc594bdea7fd4c073789861abd37dda01fdeb46b1c308f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1922,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a885c646edeb1d68ebd207f038307f3507478f13bcb754a211cff5718016a21"
      },
      "receipt_sha256": "6a885c646edeb1d68ebd207f038307f3507478f13bcb754a211cff5718016a21"
    },
    {
      "storm_id": "56711",
      "lat": 41.3428,
      "lon": -72.5145,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1806.0,
      "ebshear": 42.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5863
        },
        {
          "name": "alignment",
          "value": -0.1649
        },
        {
          "name": "tau",
          "value": 1.1555
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1843
      },
      "coherence_score": 1.1554713249206543,
      "coherence_diagnostics": {
        "tau": 1.1554713249206543,
        "grad_tau": 0.3007425367832184,
        "torsion": 0.0,
        "alignment": -0.1649259328842163,
        "S_field": 0.2565838694572449,
        "Gamma_field": 0.4195935130119324,
        "S_over_Gamma": 0.6115058064460754,
        "Da": 23.52816390991211,
        "E_coh": 0.19079795479774475,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.55,
              41.39
            ],
            [
              -72.54,
              41.39
            ],
            [
              -72.53,
              41.39
            ],
            [
              -72.52,
              41.39
            ],
            [
              -72.51,
              41.39
            ],
            [
              -72.52,
              41.38
            ],
            [
              -72.51,
              41.37
            ],
            [
              -72.52,
              41.36
            ],
            [
              -72.52,
              41.35
            ],
            [
              -72.51,
              41.34
            ],
            [
              -72.5,
              41.33
            ],
            [
              -72.49,
              41.33
            ],
            [
              -72.48,
              41.33
            ],
            [
              -72.47,
              41.33
            ],
            [
              -72.46,
              41.32
            ],
            [
              -72.45,
              41.32
            ],
            [
              -72.45,
              41.31
            ],
            [
              -72.46,
              41.31
            ],
            [
              -72.47,
              41.31
            ],
            [
              -72.48,
              41.31
            ],
            [
              -72.49,
              41.31
            ],
            [
              -72.5,
              41.31
            ],
            [
              -72.51,
              41.31
            ],
            [
              -72.52,
              41.31
            ],
            [
              -72.53,
              41.31
            ],
            [
              -72.54,
              41.31
            ],
            [
              -72.55,
              41.31
            ],
            [
              -72.56,
              41.31
            ],
            [
              -72.56,
              41.32
            ],
            [
              -72.56,
              41.33
            ],
            [
              -72.55,
              41.33
            ],
            [
              -72.54,
              41.34
            ],
            [
              -72.53,
              41.34
            ],
            [
              -72.52,
              41.35
            ],
            [
              -72.52,
              41.36
            ],
            [
              -72.52,
              41.37
            ],
            [
              -72.52,
              41.38
            ],
            [
              -72.53,
              41.39
            ],
            [
              -72.54,
              41.38
            ],
            [
              -72.55,
              41.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1843,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "6f6dafd5ed07a2d2b45ecf0a767e0cc968cb9f3a2a6f676d6d87c208fd598e01",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1843,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef84523d8d88ca57ae5c540eca88854a3aca89f12aa1f103a446416d960cc848"
      },
      "receipt_sha256": "ef84523d8d88ca57ae5c540eca88854a3aca89f12aa1f103a446416d960cc848"
    },
    {
      "storm_id": "55771",
      "lat": 35.888,
      "lon": -83.621,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1287.0,
      "ebshear": 32.0,
      "srh01": 70.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.2113
        },
        {
          "name": "alignment",
          "value": 0.2539
        },
        {
          "name": "tau",
          "value": 1.2994
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1804
      },
      "coherence_score": 1.2994410991668701,
      "coherence_diagnostics": {
        "tau": 1.2994410991668701,
        "grad_tau": 0.6024249196052551,
        "torsion": 0.0,
        "alignment": 0.25393202900886536,
        "S_field": 0.11218427121639252,
        "Gamma_field": 1.6895934343338013,
        "S_over_Gamma": 0.06639719754457474,
        "Da": 101.69033813476562,
        "E_coh": 0.2035800665616989,
        "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": [
          [
            [
              -83.62,
              35.92
            ],
            [
              -83.58,
              35.92
            ],
            [
              -83.57,
              35.91
            ],
            [
              -83.57,
              35.86
            ],
            [
              -83.61,
              35.83
            ],
            [
              -83.67,
              35.83
            ],
            [
              -83.67,
              35.89
            ],
            [
              -83.66,
              35.9
            ],
            [
              -83.64,
              35.9
            ],
            [
              -83.62,
              35.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1804,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "48ce7689ffe1d36957755fbe59f2d588e35575cbdf5d511bfeb4c40f0a01ccf8",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1804,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ff4da5831cc5948a57d0d42b74a493c40c582029de08518e1757444368dc272"
      },
      "receipt_sha256": "9ff4da5831cc5948a57d0d42b74a493c40c582029de08518e1757444368dc272"
    },
    {
      "storm_id": "56427",
      "lat": 30.27,
      "lon": -95.869,
      "motion_east": -4.0,
      "motion_south": 7.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3318.0,
      "ebshear": 25.0,
      "srh01": 80.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.4613
        },
        {
          "name": "alignment",
          "value": -0.4753
        },
        {
          "name": "tau",
          "value": 0.648
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1729
      },
      "coherence_score": 0.6480058431625366,
      "coherence_diagnostics": {
        "tau": 0.6480058431625366,
        "grad_tau": 0.3082537353038788,
        "torsion": 0.0,
        "alignment": -0.4752919375896454,
        "S_field": 0.15058618783950806,
        "Gamma_field": 0.8479268550872803,
        "S_over_Gamma": 0.17759336531162262,
        "Da": 52.68512725830078,
        "E_coh": 0.7810641527175903,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.89,
              30.3
            ],
            [
              -95.84,
              30.3
            ],
            [
              -95.83,
              30.29
            ],
            [
              -95.84,
              30.28
            ],
            [
              -95.84,
              30.24
            ],
            [
              -95.85,
              30.23
            ],
            [
              -95.89,
              30.23
            ],
            [
              -95.91,
              30.24
            ],
            [
              -95.91,
              30.29
            ],
            [
              -95.89,
              30.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1729,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8187b315ec99344cd01e139a8bce8a78b2ca83329635a4f2be2701b42568590e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1729,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "78a72147320caf48265ea66db8bbf9ba4c1966b9b6e2edb6798e0cd4dba752ec"
      },
      "receipt_sha256": "78a72147320caf48265ea66db8bbf9ba4c1966b9b6e2edb6798e0cd4dba752ec"
    },
    {
      "storm_id": "56779",
      "lat": 31.1856,
      "lon": -90.4456,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2960.0,
      "ebshear": 14.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 63.0863
        },
        {
          "name": "alignment",
          "value": 0.4297
        },
        {
          "name": "tau",
          "value": 3.5865
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1701
      },
      "coherence_score": 3.5865256786346436,
      "coherence_diagnostics": {
        "tau": 3.5865256786346436,
        "grad_tau": 0.4141485095024109,
        "torsion": 0.0,
        "alignment": 0.4296932518482208,
        "S_field": 1.949401617050171,
        "Gamma_field": 0.3345935344696045,
        "S_over_Gamma": 5.826178550720215,
        "Da": 21.406808853149414,
        "E_coh": 0.9531042575836182,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.47,
              31.22
            ],
            [
              -90.44,
              31.22
            ],
            [
              -90.4,
              31.19
            ],
            [
              -90.4,
              31.18
            ],
            [
              -90.44,
              31.14
            ],
            [
              -90.46,
              31.15
            ],
            [
              -90.46,
              31.17
            ],
            [
              -90.47,
              31.18
            ],
            [
              -90.47,
              31.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1701,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "477bb9b51789b79e749ac302b812deb6557e96eedfeb22f23768db04191e3cda",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1701,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a82018512b0dca07f21e790d069657c98a290e286ee1a0298799bcbdc07ad2e3"
      },
      "receipt_sha256": "a82018512b0dca07f21e790d069657c98a290e286ee1a0298799bcbdc07ad2e3"
    },
    {
      "storm_id": "56186",
      "lat": 44.451,
      "lon": -120.75,
      "motion_east": 1.4,
      "motion_south": -9.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 365.0,
      "ebshear": 27.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2113
        },
        {
          "name": "alignment",
          "value": 8.0876
        },
        {
          "name": "tau",
          "value": 0.6852
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1633
      },
      "coherence_score": 0.6851686239242554,
      "coherence_diagnostics": {
        "tau": 0.6851686239242554,
        "grad_tau": 0.05466819182038307,
        "torsion": 0.0,
        "alignment": 8.08763313293457,
        "S_field": 0.1408393234014511,
        "Gamma_field": 0.16209350526332855,
        "S_over_Gamma": 0.8688770532608032,
        "Da": 9.804134368896484,
        "E_coh": 0.0209428071975708,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -120.77,
              44.48
            ],
            [
              -120.72,
              44.48
            ],
            [
              -120.71,
              44.46
            ],
            [
              -120.72,
              44.41
            ],
            [
              -120.74,
              44.41
            ],
            [
              -120.74,
              44.42
            ],
            [
              -120.77,
              44.45
            ],
            [
              -120.78,
              44.45
            ],
            [
              -120.78,
              44.47
            ],
            [
              -120.77,
              44.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1633,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e8b9a9546611c2c90fd9ddd120b5d6375c2d2c3365c2987944cf13d866086716",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1633,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e05007c9703807b090420762e80f11be13b7f9f0dbba482c4879275606c58911"
      },
      "receipt_sha256": "e05007c9703807b090420762e80f11be13b7f9f0dbba482c4879275606c58911"
    },
    {
      "storm_id": "56521",
      "lat": 29.6314,
      "lon": -94.9424,
      "motion_east": -4.0,
      "motion_south": 11.3,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3341.0,
      "ebshear": 34.0,
      "srh01": 64.0,
      "maxllaz": 0.009,
      "mesh": 1.28,
      "flash_rate": 45.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.4613
        },
        {
          "name": "alignment",
          "value": -0.3756
        },
        {
          "name": "tau",
          "value": 0.8165
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1632
      },
      "coherence_score": 0.816455066204071,
      "coherence_diagnostics": {
        "tau": 0.816455066204071,
        "grad_tau": 0.28731071949005127,
        "torsion": 0.0,
        "alignment": -0.3755582571029663,
        "S_field": 0.4726877510547638,
        "Gamma_field": 0.4554268717765808,
        "S_over_Gamma": 1.037900447845459,
        "Da": 28.53701400756836,
        "E_coh": 0.8673736453056335,
        "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": [
          [
            [
              -94.98,
              29.72
            ],
            [
              -94.92,
              29.71
            ],
            [
              -94.9,
              29.68
            ],
            [
              -94.9,
              29.66
            ],
            [
              -94.87,
              29.63
            ],
            [
              -94.84,
              29.64
            ],
            [
              -94.82,
              29.62
            ],
            [
              -94.82,
              29.59
            ],
            [
              -94.85,
              29.55
            ],
            [
              -94.88,
              29.55
            ],
            [
              -94.9,
              29.56
            ],
            [
              -94.94,
              29.6
            ],
            [
              -94.96,
              29.6
            ],
            [
              -94.99,
              29.58
            ],
            [
              -95.02,
              29.58
            ],
            [
              -95.06,
              29.6
            ],
            [
              -95.07,
              29.62
            ],
            [
              -95.07,
              29.65
            ],
            [
              -95.02,
              29.7
            ],
            [
              -95.0,
              29.7
            ],
            [
              -94.98,
              29.72
            ]
          ]
        ]
      },
      "raw_probability": 0.1632,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d4a42d4d4f3d13e26d090f83414fc596671c6a8b461f62fbce66e9f485e82348",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1632,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4de3dc161d0896a4993f49de7bbae7311c7b8cf633024a6443bcf4ec3ec51746"
      },
      "receipt_sha256": "4de3dc161d0896a4993f49de7bbae7311c7b8cf633024a6443bcf4ec3ec51746"
    },
    {
      "storm_id": "56774",
      "lat": 35.7667,
      "lon": -84.3042,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2567.0,
      "ebshear": 30.0,
      "srh01": 48.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5863
        },
        {
          "name": "alignment",
          "value": -0.669
        },
        {
          "name": "tau",
          "value": 2.12
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1613
      },
      "coherence_score": 2.119978189468384,
      "coherence_diagnostics": {
        "tau": 2.119978189468384,
        "grad_tau": 0.6888310313224792,
        "torsion": 0.0,
        "alignment": -0.6690431237220764,
        "S_field": 0.8494040369987488,
        "Gamma_field": 0.25709351897239685,
        "S_over_Gamma": 3.3038718700408936,
        "Da": 15.427757263183594,
        "E_coh": 0.978381335735321,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.31,
              35.8
            ],
            [
              -84.27,
              35.8
            ],
            [
              -84.28,
              35.79
            ],
            [
              -84.28,
              35.77
            ],
            [
              -84.26,
              35.75
            ],
            [
              -84.28,
              35.73
            ],
            [
              -84.38,
              35.72
            ],
            [
              -84.35,
              35.74
            ],
            [
              -84.33,
              35.74
            ],
            [
              -84.3,
              35.77
            ],
            [
              -84.3,
              35.79
            ],
            [
              -84.31,
              35.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1613,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8169afc1751e936e84901672bb19003361f848732698d17c66e34c730b0782d5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1613,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1187ac70d3987c0b5669ec9e6d1b53736a65314b6ea0eb8a628ffe0e0913218"
      },
      "receipt_sha256": "b1187ac70d3987c0b5669ec9e6d1b53736a65314b6ea0eb8a628ffe0e0913218"
    },
    {
      "storm_id": "55042",
      "lat": 45.7825,
      "lon": -122.9325,
      "motion_east": 5.5,
      "motion_south": -9.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2198.0,
      "ebshear": 35.0,
      "srh01": 31.0,
      "maxllaz": 0.005,
      "mesh": 0.46,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3363
        },
        {
          "name": "alignment",
          "value": -2.1383
        },
        {
          "name": "tau",
          "value": 0.593
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1603
      },
      "coherence_score": 0.5930448770523071,
      "coherence_diagnostics": {
        "tau": 0.5930448770523071,
        "grad_tau": 0.17234672605991364,
        "torsion": 0.0,
        "alignment": -2.138251304626465,
        "S_field": 0.24353373050689697,
        "Gamma_field": 0.15042683482170105,
        "S_over_Gamma": 1.6189513206481934,
        "Da": 9.793601989746094,
        "E_coh": 0.2397509068250656,
        "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": [
          [
            [
              -122.98,
              45.85
            ],
            [
              -122.92,
              45.85
            ],
            [
              -122.91,
              45.84
            ],
            [
              -122.85,
              45.83
            ],
            [
              -122.83,
              45.81
            ],
            [
              -122.83,
              45.75
            ],
            [
              -122.84,
              45.74
            ],
            [
              -122.86,
              45.74
            ],
            [
              -122.89,
              45.71
            ],
            [
              -122.96,
              45.71
            ],
            [
              -122.97,
              45.72
            ],
            [
              -123.01,
              45.73
            ],
            [
              -123.04,
              45.76
            ],
            [
              -123.05,
              45.79
            ],
            [
              -123.0,
              45.84
            ],
            [
              -122.98,
              45.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1603,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c5496f80ee282fd6bc91522da906c9fdf0e16bf8e08c6e9087e899ab130d6ee1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1603,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42c294aeae6a68695dff8b55a5017e8280352391670fb48039cdf5dafa88f883"
      },
      "receipt_sha256": "42c294aeae6a68695dff8b55a5017e8280352391670fb48039cdf5dafa88f883"
    },
    {
      "storm_id": "56767",
      "lat": 41.6344,
      "lon": -71.9967,
      "motion_east": 7.2,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2085.0,
      "ebshear": 49.0,
      "srh01": 62.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7113
        },
        {
          "name": "alignment",
          "value": 5.0982
        },
        {
          "name": "tau",
          "value": 1.0285
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1594
      },
      "coherence_score": 1.0285390615463257,
      "coherence_diagnostics": {
        "tau": 1.0285390615463257,
        "grad_tau": 0.2637481987476349,
        "torsion": 0.0,
        "alignment": 5.098236083984375,
        "S_field": 0.23060372471809387,
        "Gamma_field": 0.9220935106277466,
        "S_over_Gamma": 0.2500871419906616,
        "Da": 53.163978576660156,
        "E_coh": 0.09567813575267792,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.0,
              41.67
            ],
            [
              -71.99,
              41.67
            ],
            [
              -71.97,
              41.65
            ],
            [
              -71.96,
              41.61
            ],
            [
              -71.98,
              41.59
            ],
            [
              -72.03,
              41.59
            ],
            [
              -72.03,
              41.62
            ],
            [
              -72.01,
              41.64
            ],
            [
              -72.0,
              41.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1594,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c871f9c9cd8b4402f9576ce4a638eb5292d207fee9fdead9fb322c6a4ba331f9",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1594,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a0c81d414139162c488c4dea8a2d96da813719bd6d0f7f606b8f738bde74a38"
      },
      "receipt_sha256": "2a0c81d414139162c488c4dea8a2d96da813719bd6d0f7f606b8f738bde74a38"
    },
    {
      "storm_id": "56578",
      "lat": 41.4642,
      "lon": -72.375,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2084.0,
      "ebshear": 46.0,
      "srh01": 64.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5863
        },
        {
          "name": "alignment",
          "value": -0.1649
        },
        {
          "name": "tau",
          "value": 1.1555
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1564
      },
      "coherence_score": 1.1554713249206543,
      "coherence_diagnostics": {
        "tau": 1.1554713249206543,
        "grad_tau": 0.3007425367832184,
        "torsion": 0.0,
        "alignment": -0.1649259328842163,
        "S_field": 0.2565838694572449,
        "Gamma_field": 0.4195935130119324,
        "S_over_Gamma": 0.6115058064460754,
        "Da": 23.52816390991211,
        "E_coh": 0.19079795479774475,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.39,
              41.52
            ],
            [
              -72.35,
              41.52
            ],
            [
              -72.33,
              41.51
            ],
            [
              -72.31,
              41.44
            ],
            [
              -72.33,
              41.43
            ],
            [
              -72.36,
              41.43
            ],
            [
              -72.37,
              41.42
            ],
            [
              -72.39,
              41.43
            ],
            [
              -72.42,
              41.43
            ],
            [
              -72.43,
              41.44
            ],
            [
              -72.43,
              41.48
            ],
            [
              -72.39,
              41.52
            ]
          ]
        ]
      },
      "raw_probability": 0.1564,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "6be9b0431fd9ec47cf78bb453e7c0981fe09a864208fed3d676d4be625076b55",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1564,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "524a2c39c815cdbae8a04a10e3afd11dde463aea468c2b9f85f819040db52b80"
      },
      "receipt_sha256": "524a2c39c815cdbae8a04a10e3afd11dde463aea468c2b9f85f819040db52b80"
    },
    {
      "storm_id": "54999",
      "lat": 27.9881,
      "lon": -94.295,
      "motion_east": -6.0,
      "motion_south": 10.5,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2690.0,
      "ebshear": 61.0,
      "srh01": 52.0,
      "maxllaz": 0.007,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7113
        },
        {
          "name": "alignment",
          "value": 1.0019
        },
        {
          "name": "tau",
          "value": 0.8715
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1367
      },
      "coherence_score": 0.8715023994445801,
      "coherence_diagnostics": {
        "tau": 0.8715023994445801,
        "grad_tau": 0.28856077790260315,
        "torsion": 0.0,
        "alignment": 1.001929521560669,
        "S_field": 0.8354647755622864,
        "Gamma_field": 0.37709352374076843,
        "S_over_Gamma": 2.2155373096466064,
        "Da": 22.864349365234375,
        "E_coh": 0.9497623443603516,
        "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": [
          [
            [
              -94.33,
              28.07
            ],
            [
              -94.29,
              28.06
            ],
            [
              -94.22,
              27.98
            ],
            [
              -94.19,
              27.98
            ],
            [
              -94.18,
              27.97
            ],
            [
              -94.18,
              27.93
            ],
            [
              -94.23,
              27.9
            ],
            [
              -94.28,
              27.9
            ],
            [
              -94.29,
              27.91
            ],
            [
              -94.33,
              27.92
            ],
            [
              -94.38,
              27.97
            ],
            [
              -94.39,
              27.99
            ],
            [
              -94.39,
              28.04
            ],
            [
              -94.37,
              28.06
            ],
            [
              -94.34,
              28.06
            ],
            [
              -94.33,
              28.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1367,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "864322f78f741eb29e967fc536fa1b8e50b25bc38a82a9fce11d2b0c9a7b021c",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1367,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "773cebde65f9ffccd6d1feebb3bede766128822de62b8a6622e9a4bca421753d"
      },
      "receipt_sha256": "773cebde65f9ffccd6d1feebb3bede766128822de62b8a6622e9a4bca421753d"
    },
    {
      "storm_id": "56520",
      "lat": 30.315,
      "lon": -94.7313,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4032.0,
      "ebshear": 30.0,
      "srh01": 54.0,
      "maxllaz": 0.004,
      "mesh": 0.5,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4613
        },
        {
          "name": "alignment",
          "value": -0.2832
        },
        {
          "name": "tau",
          "value": 1.2639
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1363
      },
      "coherence_score": 1.2639400959014893,
      "coherence_diagnostics": {
        "tau": 1.2639400959014893,
        "grad_tau": 0.45598119497299194,
        "torsion": 0.0,
        "alignment": -0.28321802616119385,
        "S_field": 0.49173682928085327,
        "Gamma_field": 0.6104268431663513,
        "S_over_Gamma": 0.8055622577667236,
        "Da": 37.73554229736328,
        "E_coh": 0.9597349762916565,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.75,
              30.34
            ],
            [
              -94.71,
              30.34
            ],
            [
              -94.7,
              30.33
            ],
            [
              -94.7,
              30.29
            ],
            [
              -94.71,
              30.28
            ],
            [
              -94.76,
              30.28
            ],
            [
              -94.77,
              30.32
            ],
            [
              -94.75,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1363,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "22081f270c0f184af5ce0ef2ab640936ed13e02c8c419ab8d4a65f0600d94571",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1363,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c3867d26023888a55be7f975a80c0ca24c3c53dac8b73445c92d34aec1abacd9"
      },
      "receipt_sha256": "c3867d26023888a55be7f975a80c0ca24c3c53dac8b73445c92d34aec1abacd9"
    },
    {
      "storm_id": "56095",
      "lat": 50.5922,
      "lon": -92.0789,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 691.0,
      "ebshear": 30.0,
      "srh01": 96.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.9613
        },
        {
          "name": "alignment",
          "value": 0.9965
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1359
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3747422993183136,
        "torsion": 0.0,
        "alignment": 0.9964981079101562,
        "S_field": 0.3841368556022644,
        "Gamma_field": 0.31459352374076843,
        "S_over_Gamma": 1.2210577726364136,
        "Da": 19.199739456176758,
        "E_coh": 0.6747671961784363,
        "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": [
          [
            [
              -92.09,
              50.63
            ],
            [
              -92.07,
              50.63
            ],
            [
              -92.04,
              50.61
            ],
            [
              -92.04,
              50.56
            ],
            [
              -92.06,
              50.55
            ],
            [
              -92.1,
              50.55
            ],
            [
              -92.11,
              50.56
            ],
            [
              -92.11,
              50.61
            ],
            [
              -92.09,
              50.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1359,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "5d02217e334d01d3c2db133c94cc98b619e7bdd383af597febc567312582ad09",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1359,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db26a92610cf37fcb7078ad044db7ae1d376184e86cb7b48ff2d39e90395afb1"
      },
      "receipt_sha256": "db26a92610cf37fcb7078ad044db7ae1d376184e86cb7b48ff2d39e90395afb1"
    },
    {
      "storm_id": "56728",
      "lat": 50.1311,
      "lon": -70.0178,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 168.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3363
        },
        {
          "name": "alignment",
          "value": -6.6285
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1295
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7819796800613403,
        "torsion": 0.0,
        "alignment": -6.628501892089844,
        "S_field": 0.7500010132789612,
        "Gamma_field": 0.18542684614658356,
        "S_over_Gamma": 4.044727325439453,
        "Da": 10.503257751464844,
        "E_coh": 0.7330878973007202,
        "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": [
          [
            [
              -70.08,
              50.24
            ],
            [
              -70.03,
              50.24
            ],
            [
              -70.01,
              50.22
            ],
            [
              -70.01,
              50.2
            ],
            [
              -69.94,
              50.12
            ],
            [
              -69.94,
              50.1
            ],
            [
              -69.92,
              50.07
            ],
            [
              -69.92,
              50.01
            ],
            [
              -69.93,
              50.0
            ],
            [
              -69.99,
              50.0
            ],
            [
              -70.02,
              50.03
            ],
            [
              -70.04,
              50.07
            ],
            [
              -70.04,
              50.12
            ],
            [
              -70.07,
              50.15
            ],
            [
              -70.08,
              50.15
            ],
            [
              -70.11,
              50.19
            ],
            [
              -70.11,
              50.21
            ],
            [
              -70.08,
              50.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1295,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "dfa393fed68aed8310eaee165b8dd9355e436730e8b457159706cb0a55707407",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1295,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcc03d5a86147b12cd7807d599561b39ab9b765c1bc529d1a30431ee573b822d"
      },
      "receipt_sha256": "dcc03d5a86147b12cd7807d599561b39ab9b765c1bc529d1a30431ee573b822d"
    },
    {
      "storm_id": "53226",
      "lat": 49.9867,
      "lon": -69.79,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 227.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3363
        },
        {
          "name": "alignment",
          "value": -6.6285
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1265
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7819796800613403,
        "torsion": 0.0,
        "alignment": -6.628501892089844,
        "S_field": 0.7500010132789612,
        "Gamma_field": 0.18542684614658356,
        "S_over_Gamma": 4.044727325439453,
        "Da": 10.503257751464844,
        "E_coh": 0.7330878973007202,
        "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": [
          [
            [
              -69.81,
              50.02
            ],
            [
              -69.77,
              50.02
            ],
            [
              -69.73,
              50.0
            ],
            [
              -69.73,
              49.98
            ],
            [
              -69.76,
              49.94
            ],
            [
              -69.81,
              49.94
            ],
            [
              -69.84,
              49.97
            ],
            [
              -69.85,
              49.99
            ],
            [
              -69.81,
              50.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1265,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4d00df46fe9d6ca71d15acba82bf1e4004d436fc7eb667d13f9b044379f1b659",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1265,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ce7786488b4e0589e8832c4c257ad2a28f6a74bdd5f1ce7791822f2c732d0af"
      },
      "receipt_sha256": "9ce7786488b4e0589e8832c4c257ad2a28f6a74bdd5f1ce7791822f2c732d0af"
    },
    {
      "storm_id": "56497",
      "lat": 46.6293,
      "lon": -122.9414,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 974.0,
      "ebshear": 22.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.4613
        },
        {
          "name": "alignment",
          "value": -4.5975
        },
        {
          "name": "tau",
          "value": 0.6083
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1262
      },
      "coherence_score": 0.6083174347877502,
      "coherence_diagnostics": {
        "tau": 0.6083174347877502,
        "grad_tau": 0.174061119556427,
        "torsion": 0.0,
        "alignment": -4.597486972808838,
        "S_field": 0.32402175664901733,
        "Gamma_field": 0.16459350287914276,
        "S_over_Gamma": 1.9686181545257568,
        "Da": 10.902623176574707,
        "E_coh": 0.5642472505569458,
        "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": [
          [
            [
              -122.91,
              46.69
            ],
            [
              -122.89,
              46.68
            ],
            [
              -122.87,
              46.63
            ],
            [
              -122.9,
              46.6
            ],
            [
              -122.9,
              46.59
            ],
            [
              -122.94,
              46.56
            ],
            [
              -122.98,
              46.56
            ],
            [
              -123.0,
              46.57
            ],
            [
              -123.02,
              46.6
            ],
            [
              -123.02,
              46.62
            ],
            [
              -122.98,
              46.66
            ],
            [
              -122.94,
              46.68
            ],
            [
              -122.92,
              46.68
            ],
            [
              -122.91,
              46.69
            ]
          ]
        ]
      },
      "raw_probability": 0.1262,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "2b5c62cc7204e3fec92e7ccc94e8e9a3eb93ce3e442d0373610309b494019237",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1262,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "307ddec6430f89dcceb9414331127c9c9784440b575ea073bb475d1a4df4acde"
      },
      "receipt_sha256": "307ddec6430f89dcceb9414331127c9c9784440b575ea073bb475d1a4df4acde"
    },
    {
      "storm_id": "56481",
      "lat": 36.0833,
      "lon": -107.46,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1809.0,
      "ebshear": 23.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4613
        },
        {
          "name": "alignment",
          "value": -2.8159
        },
        {
          "name": "tau",
          "value": 0.5597
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.126
      },
      "coherence_score": 0.5597121715545654,
      "coherence_diagnostics": {
        "tau": 0.5597121715545654,
        "grad_tau": 0.12874780595302582,
        "torsion": 0.0,
        "alignment": -2.815901041030884,
        "S_field": 0.09886674582958221,
        "Gamma_field": 0.37792685627937317,
        "S_over_Gamma": 0.26160284876823425,
        "Da": 23.639572143554688,
        "E_coh": 0.8250522017478943,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.47,
              36.11
            ],
            [
              -107.44,
              36.11
            ],
            [
              -107.42,
              36.09
            ],
            [
              -107.41,
              36.05
            ],
            [
              -107.48,
              36.05
            ],
            [
              -107.49,
              36.06
            ],
            [
              -107.48,
              36.07
            ],
            [
              -107.48,
              36.1
            ],
            [
              -107.47,
              36.11
            ]
          ]
        ]
      },
      "raw_probability": 0.126,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "0a7f85e4fd29e282b0ff5ccae5b7f94041ed1d125b966382521985511548447f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.126,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "18bfd08752fee9c468f61be783acbc400eedf899bba59b3ef6bfb4d529f63c93"
      },
      "receipt_sha256": "18bfd08752fee9c468f61be783acbc400eedf899bba59b3ef6bfb4d529f63c93"
    },
    {
      "storm_id": "56564",
      "lat": 31.3442,
      "lon": -90.1692,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2872.0,
      "ebshear": 14.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.9613
        },
        {
          "name": "alignment",
          "value": 0.2628
        },
        {
          "name": "tau",
          "value": 3.785
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1256
      },
      "coherence_score": 3.7850379943847656,
      "coherence_diagnostics": {
        "tau": 3.7850379943847656,
        "grad_tau": 0.09098941087722778,
        "torsion": 0.0,
        "alignment": 0.2628408670425415,
        "S_field": 1.7262731790542603,
        "Gamma_field": 0.3070935308933258,
        "S_over_Gamma": 5.621326923370361,
        "Da": 19.343088150024414,
        "E_coh": 0.9833696484565735,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.17,
              31.38
            ],
            [
              -90.14,
              31.36
            ],
            [
              -90.14,
              31.34
            ],
            [
              -90.13,
              31.33
            ],
            [
              -90.14,
              31.32
            ],
            [
              -90.14,
              31.3
            ],
            [
              -90.18,
              31.3
            ],
            [
              -90.2,
              31.32
            ],
            [
              -90.22,
              31.36
            ],
            [
              -90.22,
              31.37
            ],
            [
              -90.18,
              31.37
            ],
            [
              -90.17,
              31.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1256,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b1ea13f25f8b5bab41b9144981ad5cc38dc5a048273da3b2306cde3169b838d4",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1256,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6d00df225861499078156fea0ae006432b7fb7d19bb98743e9a02905d7234eb"
      },
      "receipt_sha256": "d6d00df225861499078156fea0ae006432b7fb7d19bb98743e9a02905d7234eb"
    },
    {
      "storm_id": "56097",
      "lat": 50.54,
      "lon": -70.4671,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3363
        },
        {
          "name": "alignment",
          "value": -6.6285
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1233
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7819796800613403,
        "torsion": 0.0,
        "alignment": -6.628501892089844,
        "S_field": 0.7500010132789612,
        "Gamma_field": 0.18542684614658356,
        "S_over_Gamma": 4.044727325439453,
        "Da": 10.503257751464844,
        "E_coh": 0.7330878973007202,
        "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": [
          [
            [
              -70.43,
              50.61
            ],
            [
              -70.4,
              50.61
            ],
            [
              -70.4,
              50.6
            ],
            [
              -70.38,
              50.59
            ],
            [
              -70.38,
              50.5
            ],
            [
              -70.42,
              50.47
            ],
            [
              -70.45,
              50.47
            ],
            [
              -70.49,
              50.44
            ],
            [
              -70.54,
              50.44
            ],
            [
              -70.56,
              50.45
            ],
            [
              -70.58,
              50.49
            ],
            [
              -70.57,
              50.53
            ],
            [
              -70.52,
              50.58
            ],
            [
              -70.48,
              50.59
            ],
            [
              -70.47,
              50.6
            ],
            [
              -70.44,
              50.6
            ],
            [
              -70.43,
              50.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1233,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d90904d06e3732e2beb55596f9e61a19b39f67a3b7e19527dc36b5222ee1afe1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1233,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7d81ab6e034b5911365b75600ef3010362f20d17d7ebd9e3cac68d91df91642"
      },
      "receipt_sha256": "b7d81ab6e034b5911365b75600ef3010362f20d17d7ebd9e3cac68d91df91642"
    },
    {
      "storm_id": "53954",
      "lat": 50.2836,
      "lon": -68.2921,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.45,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2113
        },
        {
          "name": "alignment",
          "value": -11.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1224
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6329692602157593,
        "torsion": 0.0,
        "alignment": -11.753501892089844,
        "S_field": 0.604599118232727,
        "Gamma_field": 0.15542684495449066,
        "S_over_Gamma": 3.8899271488189697,
        "Da": 9.062040328979492,
        "E_coh": 0.4053023159503937,
        "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": [
          [
            [
              -68.35,
              50.35
            ],
            [
              -68.29,
              50.35
            ],
            [
              -68.28,
              50.34
            ],
            [
              -68.26,
              50.34
            ],
            [
              -68.19,
              50.27
            ],
            [
              -68.17,
              50.21
            ],
            [
              -68.18,
              50.2
            ],
            [
              -68.26,
              50.2
            ],
            [
              -68.32,
              50.23
            ],
            [
              -68.35,
              50.26
            ],
            [
              -68.35,
              50.27
            ],
            [
              -68.37,
              50.28
            ],
            [
              -68.37,
              50.32
            ],
            [
              -68.35,
              50.35
            ]
          ]
        ]
      },
      "raw_probability": 0.1224,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "34b0d4089b72008f24f733850985d67d1f2a07a9ad944186f91e5376d2c83939",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1224,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c516258b72d3ea447c7e1c64e073d9c5edb96e83a26fb166e90b5b0ceaddc2b8"
      },
      "receipt_sha256": "c516258b72d3ea447c7e1c64e073d9c5edb96e83a26fb166e90b5b0ceaddc2b8"
    },
    {
      "storm_id": "56675",
      "lat": 44.595,
      "lon": -107.1608,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 721.0,
      "ebshear": 24.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7113
        },
        {
          "name": "alignment",
          "value": 2.3534
        },
        {
          "name": "tau",
          "value": 0.8112
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1203
      },
      "coherence_score": 0.8111631274223328,
      "coherence_diagnostics": {
        "tau": 0.8111631274223328,
        "grad_tau": 0.1400275081396103,
        "torsion": 0.0,
        "alignment": 2.35336971282959,
        "S_field": 0.6445457935333252,
        "Gamma_field": 0.2795935273170471,
        "S_over_Gamma": 2.305295944213867,
        "Da": 16.9230899810791,
        "E_coh": 0.8993831276893616,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.18,
              44.63
            ],
            [
              -107.13,
              44.63
            ],
            [
              -107.13,
              44.62
            ],
            [
              -107.15,
              44.6
            ],
            [
              -107.15,
              44.59
            ],
            [
              -107.13,
              44.57
            ],
            [
              -107.13,
              44.55
            ],
            [
              -107.19,
              44.55
            ],
            [
              -107.19,
              44.57
            ],
            [
              -107.18,
              44.58
            ],
            [
              -107.19,
              44.62
            ],
            [
              -107.18,
              44.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1203,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "2d080f9c832a9822d30555d807447ed0cd0560ac359a1743a8c15e8a277cb18f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1203,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11c85727eae20b44212c0c65061f4f0fd3dd6958a93a0471562626c01fa37884"
      },
      "receipt_sha256": "11c85727eae20b44212c0c65061f4f0fd3dd6958a93a0471562626c01fa37884"
    },
    {
      "storm_id": "55871",
      "lat": 44.935,
      "lon": -107.7775,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 690.0,
      "ebshear": 24.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7113
        },
        {
          "name": "alignment",
          "value": 2.3534
        },
        {
          "name": "tau",
          "value": 0.8112
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1195
      },
      "coherence_score": 0.8111631274223328,
      "coherence_diagnostics": {
        "tau": 0.8111631274223328,
        "grad_tau": 0.1400275081396103,
        "torsion": 0.0,
        "alignment": 2.35336971282959,
        "S_field": 0.6445457935333252,
        "Gamma_field": 0.2795935273170471,
        "S_over_Gamma": 2.305295944213867,
        "Da": 16.9230899810791,
        "E_coh": 0.8993831276893616,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.79,
              44.96
            ],
            [
              -107.76,
              44.96
            ],
            [
              -107.75,
              44.95
            ],
            [
              -107.75,
              44.91
            ],
            [
              -107.78,
              44.89
            ],
            [
              -107.8,
              44.9
            ],
            [
              -107.8,
              44.95
            ],
            [
              -107.79,
              44.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1195,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "307bf6e7afca3ede49bef4f93d44c8693ced24d33929531f6dffba739ebbebbb",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1195,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f318773ba6768ec90d9c722974ffc3d7c80933fd6a8c0c7418ff721ba645b24"
      },
      "receipt_sha256": "2f318773ba6768ec90d9c722974ffc3d7c80933fd6a8c0c7418ff721ba645b24"
    },
    {
      "storm_id": "56754",
      "lat": 31.1067,
      "lon": -108.3213,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2980.0,
      "ebshear": 14.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7113
        },
        {
          "name": "alignment",
          "value": -1.4083
        },
        {
          "name": "tau",
          "value": 1.9892
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1195
      },
      "coherence_score": 1.9892162084579468,
      "coherence_diagnostics": {
        "tau": 1.9892162084579468,
        "grad_tau": 0.45858034491539,
        "torsion": 0.0,
        "alignment": -1.4082872867584229,
        "S_field": 1.6898086071014404,
        "Gamma_field": 0.32459354400634766,
        "S_over_Gamma": 5.205921649932861,
        "Da": 19.949270248413086,
        "E_coh": 0.9849480390548706,
        "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": [
          [
            [
              -108.29,
              31.15
            ],
            [
              -108.27,
              31.15
            ],
            [
              -108.27,
              31.13
            ],
            [
              -108.26,
              31.12
            ],
            [
              -108.28,
              31.07
            ],
            [
              -108.32,
              31.04
            ],
            [
              -108.35,
              31.04
            ],
            [
              -108.37,
              31.05
            ],
            [
              -108.37,
              31.08
            ],
            [
              -108.36,
              31.09
            ],
            [
              -108.36,
              31.12
            ],
            [
              -108.37,
              31.13
            ],
            [
              -108.36,
              31.14
            ],
            [
              -108.3,
              31.14
            ],
            [
              -108.29,
              31.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1195,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "307bf6e7afca3ede49bef4f93d44c8693ced24d33929531f6dffba739ebbebbb",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1195,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f318773ba6768ec90d9c722974ffc3d7c80933fd6a8c0c7418ff721ba645b24"
      },
      "receipt_sha256": "2f318773ba6768ec90d9c722974ffc3d7c80933fd6a8c0c7418ff721ba645b24"
    },
    {
      "storm_id": "56499",
      "lat": 45.5083,
      "lon": -122.51,
      "motion_east": 6.3,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1331.0,
      "ebshear": 24.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3363
        },
        {
          "name": "alignment",
          "value": -2.1383
        },
        {
          "name": "tau",
          "value": 0.593
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1189
      },
      "coherence_score": 0.5930448770523071,
      "coherence_diagnostics": {
        "tau": 0.5930448770523071,
        "grad_tau": 0.17234672605991364,
        "torsion": 0.0,
        "alignment": -2.138251304626465,
        "S_field": 0.24353373050689697,
        "Gamma_field": 0.15042683482170105,
        "S_over_Gamma": 1.6189513206481934,
        "Da": 9.793601989746094,
        "E_coh": 0.2397509068250656,
        "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": [
          [
            [
              -122.57,
              45.55
            ],
            [
              -122.51,
              45.55
            ],
            [
              -122.49,
              45.53
            ],
            [
              -122.45,
              45.52
            ],
            [
              -122.44,
              45.5
            ],
            [
              -122.44,
              45.47
            ],
            [
              -122.45,
              45.45
            ],
            [
              -122.5,
              45.46
            ],
            [
              -122.54,
              45.49
            ],
            [
              -122.58,
              45.49
            ],
            [
              -122.58,
              45.54
            ],
            [
              -122.57,
              45.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1189,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b44e7ea9dbfcb5338b44785e880ff5b5b28d40d86334399a1b4e71115d8ed091",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1189,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8598018eacfd8e09b023de36611b9db789c3814cd659a6c6bb5c28a352502b6"
      },
      "receipt_sha256": "a8598018eacfd8e09b023de36611b9db789c3814cd659a6c6bb5c28a352502b6"
    },
    {
      "storm_id": "56642",
      "lat": 50.5051,
      "lon": -91.7068,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 597.0,
      "ebshear": 32.0,
      "srh01": 83.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.9613
        },
        {
          "name": "alignment",
          "value": 0.9965
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1174
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3747422993183136,
        "torsion": 0.0,
        "alignment": 0.9964981079101562,
        "S_field": 0.3841368556022644,
        "Gamma_field": 0.31459352374076843,
        "S_over_Gamma": 1.2210577726364136,
        "Da": 19.199739456176758,
        "E_coh": 0.6747671961784363,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.54,
              50.57
            ],
            [
              -91.5,
              50.56
            ],
            [
              -91.49,
              50.55
            ],
            [
              -91.49,
              50.5
            ],
            [
              -91.51,
              50.49
            ],
            [
              -91.58,
              50.49
            ],
            [
              -91.6,
              50.48
            ],
            [
              -91.65,
              50.43
            ],
            [
              -91.68,
              50.43
            ],
            [
              -91.69,
              50.42
            ],
            [
              -91.72,
              50.43
            ],
            [
              -91.74,
              50.45
            ],
            [
              -91.74,
              50.46
            ],
            [
              -91.76,
              50.47
            ],
            [
              -91.75,
              50.48
            ],
            [
              -91.76,
              50.49
            ],
            [
              -91.79,
              50.49
            ],
            [
              -91.82,
              50.47
            ],
            [
              -91.84,
              50.47
            ],
            [
              -91.85,
              50.48
            ],
            [
              -91.87,
              50.48
            ],
            [
              -91.89,
              50.5
            ],
            [
              -91.87,
              50.52
            ],
            [
              -91.87,
              50.55
            ],
            [
              -91.86,
              50.56
            ],
            [
              -91.82,
              50.56
            ],
            [
              -91.81,
              50.55
            ],
            [
              -91.79,
              50.55
            ],
            [
              -91.77,
              50.51
            ],
            [
              -91.75,
              50.5
            ],
            [
              -91.72,
              50.52
            ],
            [
              -91.68,
              50.52
            ],
            [
              -91.67,
              50.53
            ],
            [
              -91.61,
              50.54
            ],
            [
              -91.58,
              50.56
            ],
            [
              -91.55,
              50.56
            ],
            [
              -91.54,
              50.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1174,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a781d612ccc97b37ce76a2dfadb6e77d7cb5a8ca30182a8b8a3383c84b0e07fc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1174,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "769860ae7d9759c3ea9df9290e0ac0faf216334c52ba9c07e78d23073c790b75"
      },
      "receipt_sha256": "769860ae7d9759c3ea9df9290e0ac0faf216334c52ba9c07e78d23073c790b75"
    },
    {
      "storm_id": "56722",
      "lat": 30.1325,
      "lon": -93.0344,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3780.0,
      "ebshear": 24.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.9613
        },
        {
          "name": "alignment",
          "value": 0.0865
        },
        {
          "name": "tau",
          "value": 2.1123
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1158
      },
      "coherence_score": 2.1123392581939697,
      "coherence_diagnostics": {
        "tau": 2.1123392581939697,
        "grad_tau": 0.5407023429870605,
        "torsion": 0.0,
        "alignment": 0.08650712668895721,
        "S_field": 0.7573915123939514,
        "Gamma_field": 0.5320935249328613,
        "S_over_Gamma": 1.4234180450439453,
        "Da": 33.28722381591797,
        "E_coh": 0.9783087968826294,
        "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": [
          [
            [
              -93.08,
              30.17
            ],
            [
              -93.06,
              30.17
            ],
            [
              -93.05,
              30.16
            ],
            [
              -93.03,
              30.17
            ],
            [
              -93.02,
              30.16
            ],
            [
              -93.0,
              30.16
            ],
            [
              -92.99,
              30.15
            ],
            [
              -93.0,
              30.13
            ],
            [
              -92.99,
              30.08
            ],
            [
              -93.01,
              30.08
            ],
            [
              -93.02,
              30.1
            ],
            [
              -93.04,
              30.1
            ],
            [
              -93.05,
              30.11
            ],
            [
              -93.06,
              30.1
            ],
            [
              -93.07,
              30.11
            ],
            [
              -93.08,
              30.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1158,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "86c4b5536e442d237453bcf599250ae38516e6556d8fd9f1bfb72739cf7888d1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1158,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e907ca80a025b7cfd2100c20e6c66273f8c28d488226e6b72746a4ef94ff6e84"
      },
      "receipt_sha256": "e907ca80a025b7cfd2100c20e6c66273f8c28d488226e6b72746a4ef94ff6e84"
    },
    {
      "storm_id": "56065",
      "lat": 36.1808,
      "lon": -107.595,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1847.0,
      "ebshear": 20.0,
      "srh01": 70.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4613
        },
        {
          "name": "alignment",
          "value": -2.8159
        },
        {
          "name": "tau",
          "value": 0.5597
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1152
      },
      "coherence_score": 0.5597121715545654,
      "coherence_diagnostics": {
        "tau": 0.5597121715545654,
        "grad_tau": 0.12874780595302582,
        "torsion": 0.0,
        "alignment": -2.815901041030884,
        "S_field": 0.09886674582958221,
        "Gamma_field": 0.37792685627937317,
        "S_over_Gamma": 0.26160284876823425,
        "Da": 23.639572143554688,
        "E_coh": 0.8250522017478943,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.63,
              36.24
            ],
            [
              -107.6,
              36.23
            ],
            [
              -107.6,
              36.22
            ],
            [
              -107.58,
              36.2
            ],
            [
              -107.54,
              36.18
            ],
            [
              -107.54,
              36.14
            ],
            [
              -107.55,
              36.12
            ],
            [
              -107.57,
              36.11
            ],
            [
              -107.62,
              36.11
            ],
            [
              -107.64,
              36.15
            ],
            [
              -107.64,
              36.23
            ],
            [
              -107.63,
              36.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1152,
      "confidence_lo": 0.002,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "37b3ba3921c246400fbca0db1ebc120d9698c9c91eba7588fc61c79cf0ce778a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1152,
        "probability": 0.002041,
        "confidence_lo": 0.00201,
        "confidence_hi": 0.002041,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb75fb471a074fb1b32eba6e00407c1051e574b76b1ff060440d9ca10673b889"
      },
      "receipt_sha256": "eb75fb471a074fb1b32eba6e00407c1051e574b76b1ff060440d9ca10673b889"
    },
    {
      "storm_id": "56518",
      "lat": 30.5364,
      "lon": -95.7009,
      "motion_east": 3.4,
      "motion_south": 0.8,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3286.0,
      "ebshear": 24.0,
      "srh01": 82.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7113
        },
        {
          "name": "alignment",
          "value": 0.4564
        },
        {
          "name": "tau",
          "value": 0.9691
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1108
      },
      "coherence_score": 0.96910560131073,
      "coherence_diagnostics": {
        "tau": 0.96910560131073,
        "grad_tau": 0.3575873076915741,
        "torsion": 0.0,
        "alignment": 0.45644959807395935,
        "S_field": 0.450251042842865,
        "Gamma_field": 0.5454268455505371,
        "S_over_Gamma": 0.8255021572113037,
        "Da": 34.29296875,
        "E_coh": 0.9322191476821899,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.73,
              30.57
            ],
            [
              -95.68,
              30.57
            ],
            [
              -95.67,
              30.56
            ],
            [
              -95.67,
              30.54
            ],
            [
              -95.66,
              30.53
            ],
            [
              -95.67,
              30.49
            ],
            [
              -95.69,
              30.5
            ],
            [
              -95.73,
              30.5
            ],
            [
              -95.74,
              30.51
            ],
            [
              -95.74,
              30.56
            ],
            [
              -95.73,
              30.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1108,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "88f207717bff2ee5f3de46092cab4e2246a6e4b3380cc1fa50d81de40cbf7af9",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1108,
        "probability": 0.002035,
        "confidence_lo": 0.001934,
        "confidence_hi": 0.002035,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2515b2766fa2b365a22e4212fc76c18f280bca67fd17d3998668c48ec822012e"
      },
      "receipt_sha256": "2515b2766fa2b365a22e4212fc76c18f280bca67fd17d3998668c48ec822012e"
    },
    {
      "storm_id": "54916",
      "lat": 49.263,
      "lon": -93.769,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 562.0,
      "ebshear": 29.0,
      "srh01": 67.0,
      "maxllaz": 0.007,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2113
        },
        {
          "name": "alignment",
          "value": 0.9965
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1076
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5119317770004272,
        "torsion": 0.0,
        "alignment": 0.9964981079101562,
        "S_field": 0.4521142244338989,
        "Gamma_field": 0.2945935130119324,
        "S_over_Gamma": 1.5347052812576294,
        "Da": 18.29808807373047,
        "E_coh": 0.7349170446395874,
        "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": [
          [
            [
              -93.75,
              49.3
            ],
            [
              -93.74,
              49.29
            ],
            [
              -93.74,
              49.23
            ],
            [
              -93.76,
              49.21
            ],
            [
              -93.78,
              49.21
            ],
            [
              -93.8,
              49.23
            ],
            [
              -93.81,
              49.28
            ],
            [
              -93.8,
              49.29
            ],
            [
              -93.76,
              49.29
            ],
            [
              -93.75,
              49.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1076,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d00a68b1d780416456447ef81577bed9b0ae343ca2b33844680efe21e93e0330",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1076,
        "probability": 0.001644,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001645,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "769148d2705b2ec4ba9a2a35f2f4b4f5fd93b73a87e69a78d2583cd64e87e7b4"
      },
      "receipt_sha256": "769148d2705b2ec4ba9a2a35f2f4b4f5fd93b73a87e69a78d2583cd64e87e7b4"
    },
    {
      "storm_id": "56761",
      "lat": 45.2557,
      "lon": -123.6843,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 106.0,
      "ebshear": 14.0,
      "srh01": 48.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5863
        },
        {
          "name": "alignment",
          "value": -2.9598
        },
        {
          "name": "tau",
          "value": 0.3628
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.104
      },
      "coherence_score": 0.36279523372650146,
      "coherence_diagnostics": {
        "tau": 0.36279523372650146,
        "grad_tau": 0.29734495282173157,
        "torsion": 0.0,
        "alignment": -2.9597630500793457,
        "S_field": 0.19708609580993652,
        "Gamma_field": 0.15709351003170013,
        "S_over_Gamma": 1.2545782327651978,
        "Da": 10.320591926574707,
        "E_coh": 0.40238359570503235,
        "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": [
          [
            [
              -123.7,
              45.28
            ],
            [
              -123.64,
              45.28
            ],
            [
              -123.64,
              45.23
            ],
            [
              -123.7,
              45.23
            ],
            [
              -123.71,
              45.24
            ],
            [
              -123.7,
              45.25
            ],
            [
              -123.7,
              45.28
            ]
          ]
        ]
      },
      "raw_probability": 0.104,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e5ccaafbfb2e2c2eea183795d38db9ea983f1fa4bb9aa89d8a38e0c3a05b3f12",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.104,
        "probability": 0.001488,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001488,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "913ae06d026b1bf0e89188fc7c9ba406c9b0c9c38b3ae2358d480c44f1bcd46c"
      },
      "receipt_sha256": "913ae06d026b1bf0e89188fc7c9ba406c9b0c9c38b3ae2358d480c44f1bcd46c"
    },
    {
      "storm_id": "56096",
      "lat": 50.1059,
      "lon": -92.4331,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 318.0,
      "ebshear": 22.0,
      "srh01": 60.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4613
        },
        {
          "name": "alignment",
          "value": 1.559
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.102
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.401284396648407,
        "torsion": 0.0,
        "alignment": 1.5589981079101562,
        "S_field": 0.5040743947029114,
        "Gamma_field": 0.30542686581611633,
        "S_over_Gamma": 1.6503931283950806,
        "Da": 19.058837890625,
        "E_coh": 0.722234308719635,
        "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": [
          [
            [
              -92.44,
              50.19
            ],
            [
              -92.38,
              50.19
            ],
            [
              -92.32,
              50.12
            ],
            [
              -92.3,
              50.12
            ],
            [
              -92.3,
              50.09
            ],
            [
              -92.28,
              50.06
            ],
            [
              -92.29,
              50.04
            ],
            [
              -92.32,
              50.04
            ],
            [
              -92.35,
              50.0
            ],
            [
              -92.42,
              50.0
            ],
            [
              -92.44,
              50.02
            ],
            [
              -92.44,
              50.06
            ],
            [
              -92.42,
              50.07
            ],
            [
              -92.39,
              50.07
            ],
            [
              -92.36,
              50.1
            ],
            [
              -92.39,
              50.13
            ],
            [
              -92.43,
              50.11
            ],
            [
              -92.45,
              50.08
            ],
            [
              -92.54,
              50.07
            ],
            [
              -92.58,
              50.09
            ],
            [
              -92.58,
              50.12
            ],
            [
              -92.59,
              50.13
            ],
            [
              -92.57,
              50.15
            ],
            [
              -92.55,
              50.15
            ],
            [
              -92.54,
              50.16
            ],
            [
              -92.52,
              50.16
            ],
            [
              -92.48,
              50.18
            ],
            [
              -92.45,
              50.18
            ],
            [
              -92.44,
              50.19
            ]
          ]
        ]
      },
      "raw_probability": 0.102,
      "confidence_lo": 0.0012,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "af585c40522f83b849bcb488f2ad453e4be69b82e6ef8f8240c5df537683ef9b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.102,
        "probability": 0.001409,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001409,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "416dd1ddf5f5c50ef022ecb35a9dfa058712a8921d155abe0133833ee565b911"
      },
      "receipt_sha256": "416dd1ddf5f5c50ef022ecb35a9dfa058712a8921d155abe0133833ee565b911"
    },
    {
      "storm_id": "55705",
      "lat": 49.3562,
      "lon": -71.4646,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 31.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0863
        },
        {
          "name": "alignment",
          "value": -7.316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1008
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6298916339874268,
        "torsion": 0.0,
        "alignment": -7.316001892089844,
        "S_field": 0.46349623799324036,
        "Gamma_field": 0.19626016914844513,
        "S_over_Gamma": 2.3616418838500977,
        "Da": 10.96531867980957,
        "E_coh": 0.6694760918617249,
        "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": [
          [
            [
              -71.5,
              49.4
            ],
            [
              -71.46,
              49.4
            ],
            [
              -71.44,
              49.36
            ],
            [
              -71.4,
              49.34
            ],
            [
              -71.4,
              49.33
            ],
            [
              -71.44,
              49.33
            ],
            [
              -71.45,
              49.34
            ],
            [
              -71.46,
              49.33
            ],
            [
              -71.48,
              49.33
            ],
            [
              -71.49,
              49.34
            ],
            [
              -71.51,
              49.34
            ],
            [
              -71.51,
              49.39
            ],
            [
              -71.5,
              49.4
            ]
          ]
        ]
      },
      "raw_probability": 0.1008,
      "confidence_lo": 0.0012,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "3f4076fce32f760256e384f0c54ba90ca9b9551d86250aaf61aecd746b09109e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.1008,
        "probability": 0.001389,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ee6ac363d90c2a3a14b3711c3a34ec55e2559198f4d60513e87dc69031ebdf4"
      },
      "receipt_sha256": "9ee6ac363d90c2a3a14b3711c3a34ec55e2559198f4d60513e87dc69031ebdf4"
    },
    {
      "storm_id": "56102",
      "lat": 44.1289,
      "lon": -121.8633,
      "motion_east": -1.0,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1395.0,
      "ebshear": 36.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.4613
        },
        {
          "name": "alignment",
          "value": 4.9041
        },
        {
          "name": "tau",
          "value": 0.5924
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0981
      },
      "coherence_score": 0.592401921749115,
      "coherence_diagnostics": {
        "tau": 0.592401921749115,
        "grad_tau": 0.09003817290067673,
        "torsion": 0.0,
        "alignment": 4.904130458831787,
        "S_field": 0.14297649264335632,
        "Gamma_field": 0.15459351241588593,
        "S_over_Gamma": 0.9248543977737427,
        "Da": 9.312382698059082,
        "E_coh": 0.39234885573387146,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.86,
              44.16
            ],
            [
              -121.84,
              44.16
            ],
            [
              -121.83,
              44.15
            ],
            [
              -121.83,
              44.12
            ],
            [
              -121.86,
              44.09
            ],
            [
              -121.89,
              44.09
            ],
            [
              -121.9,
              44.1
            ],
            [
              -121.9,
              44.13
            ],
            [
              -121.86,
              44.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0981,
      "confidence_lo": 0.0012,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "20800d9747a33807952c93c572a8e0aebf9fd0252d45a21bdf751a93eca54644",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0981,
        "probability": 0.001389,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c070ef80b2d7dc751502aaf1ade1e7393bede6114d0d7b874389e9f862dd53f5"
      },
      "receipt_sha256": "c070ef80b2d7dc751502aaf1ade1e7393bede6114d0d7b874389e9f862dd53f5"
    },
    {
      "storm_id": "56763",
      "lat": 44.0375,
      "lon": -121.9025,
      "motion_east": -1.0,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1468.0,
      "ebshear": 34.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.4613
        },
        {
          "name": "alignment",
          "value": 4.9041
        },
        {
          "name": "tau",
          "value": 0.5924
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0981
      },
      "coherence_score": 0.592401921749115,
      "coherence_diagnostics": {
        "tau": 0.592401921749115,
        "grad_tau": 0.09003817290067673,
        "torsion": 0.0,
        "alignment": 4.904130458831787,
        "S_field": 0.14297649264335632,
        "Gamma_field": 0.15459351241588593,
        "S_over_Gamma": 0.9248543977737427,
        "Da": 9.312382698059082,
        "E_coh": 0.39234885573387146,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.91,
              44.07
            ],
            [
              -121.89,
              44.07
            ],
            [
              -121.88,
              44.06
            ],
            [
              -121.88,
              44.0
            ],
            [
              -121.89,
              43.99
            ],
            [
              -121.93,
              43.99
            ],
            [
              -121.93,
              44.05
            ],
            [
              -121.91,
              44.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0981,
      "confidence_lo": 0.0012,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "20800d9747a33807952c93c572a8e0aebf9fd0252d45a21bdf751a93eca54644",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0981,
        "probability": 0.001389,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c070ef80b2d7dc751502aaf1ade1e7393bede6114d0d7b874389e9f862dd53f5"
      },
      "receipt_sha256": "c070ef80b2d7dc751502aaf1ade1e7393bede6114d0d7b874389e9f862dd53f5"
    },
    {
      "storm_id": "56457",
      "lat": 28.5273,
      "lon": -94.1553,
      "motion_east": 4.9,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3347.0,
      "ebshear": 61.0,
      "srh01": 112.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7113
        },
        {
          "name": "alignment",
          "value": 1.0019
        },
        {
          "name": "tau",
          "value": 0.8715
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0969
      },
      "coherence_score": 0.8715023994445801,
      "coherence_diagnostics": {
        "tau": 0.8715023994445801,
        "grad_tau": 0.28856077790260315,
        "torsion": 0.0,
        "alignment": 1.001929521560669,
        "S_field": 0.8354647755622864,
        "Gamma_field": 0.37709352374076843,
        "S_over_Gamma": 2.2155373096466064,
        "Da": 22.864349365234375,
        "E_coh": 0.9497623443603516,
        "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": [
          [
            [
              -94.14,
              28.59
            ],
            [
              -94.09,
              28.59
            ],
            [
              -94.06,
              28.56
            ],
            [
              -94.06,
              28.53
            ],
            [
              -94.13,
              28.46
            ],
            [
              -94.15,
              28.46
            ],
            [
              -94.16,
              28.45
            ],
            [
              -94.17,
              28.46
            ],
            [
              -94.2,
              28.46
            ],
            [
              -94.24,
              28.5
            ],
            [
              -94.24,
              28.54
            ],
            [
              -94.22,
              28.56
            ],
            [
              -94.18,
              28.58
            ],
            [
              -94.15,
              28.58
            ],
            [
              -94.14,
              28.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0969,
      "confidence_lo": 0.0012,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b942cb8051e899423c75353019e62b10fdd221e788efef2cf96373cd8c2cff65",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0969,
        "probability": 0.001376,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001376,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07c8043f2b7e757db956c877dcac9564ee36f7795d07eafb109a57a3e081496a"
      },
      "receipt_sha256": "07c8043f2b7e757db956c877dcac9564ee36f7795d07eafb109a57a3e081496a"
    },
    {
      "storm_id": "56611",
      "lat": 38.46,
      "lon": -77.9473,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1748.0,
      "ebshear": 54.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2113
        },
        {
          "name": "alignment",
          "value": 2.0828
        },
        {
          "name": "tau",
          "value": 1.5221
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0961
      },
      "coherence_score": 1.5220781564712524,
      "coherence_diagnostics": {
        "tau": 1.5220781564712524,
        "grad_tau": 0.2751736342906952,
        "torsion": 0.0,
        "alignment": 2.0827770233154297,
        "S_field": 0.21833914518356323,
        "Gamma_field": 0.2645935118198395,
        "S_over_Gamma": 0.825187087059021,
        "Da": 14.741447448730469,
        "E_coh": 0.1487055867910385,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.95,
              38.49
            ],
            [
              -77.91,
              38.49
            ],
            [
              -77.9,
              38.48
            ],
            [
              -77.9,
              38.44
            ],
            [
              -77.91,
              38.42
            ],
            [
              -77.98,
              38.42
            ],
            [
              -77.99,
              38.43
            ],
            [
              -77.99,
              38.45
            ],
            [
              -77.97,
              38.47
            ],
            [
              -77.97,
              38.48
            ],
            [
              -77.95,
              38.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0961,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "edd410249fdf1102993ec367a95fb49c259a15b6ed9ee52be529153befcf3097",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0961,
        "probability": 0.001337,
        "confidence_lo": 0.001248,
        "confidence_hi": 0.001337,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ecfd07773dd040838c61791155d0397fd2da4b84d7f0626dcd2c9014231dd8ef"
      },
      "receipt_sha256": "ecfd07773dd040838c61791155d0397fd2da4b84d7f0626dcd2c9014231dd8ef"
    },
    {
      "storm_id": "56493",
      "lat": 49.289,
      "lon": -71.791,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 524.0,
      "ebshear": 33.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0863
        },
        {
          "name": "alignment",
          "value": -7.316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0941
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6298916339874268,
        "torsion": 0.0,
        "alignment": -7.316001892089844,
        "S_field": 0.46349623799324036,
        "Gamma_field": 0.19626016914844513,
        "S_over_Gamma": 2.3616418838500977,
        "Da": 10.96531867980957,
        "E_coh": 0.6694760918617249,
        "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": [
          [
            [
              -71.8,
              49.33
            ],
            [
              -71.77,
              49.33
            ],
            [
              -71.74,
              49.31
            ],
            [
              -71.74,
              49.25
            ],
            [
              -71.76,
              49.24
            ],
            [
              -71.8,
              49.24
            ],
            [
              -71.83,
              49.26
            ],
            [
              -71.83,
              49.29
            ],
            [
              -71.84,
              49.31
            ],
            [
              -71.8,
              49.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0941,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "7094a1ac8f159323158c1904c4e0fcb4fcff5d3ca0a19ddcf5116b95980e1fa0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0941,
        "probability": 0.001337,
        "confidence_lo": 0.001228,
        "confidence_hi": 0.001337,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b719ffc586af5b266b33ec1d263a8759e506fdd7ce2ed8de470c7c872f5166cb"
      },
      "receipt_sha256": "b719ffc586af5b266b33ec1d263a8759e506fdd7ce2ed8de470c7c872f5166cb"
    },
    {
      "storm_id": "56573",
      "lat": 44.4577,
      "lon": -121.1596,
      "motion_east": 0.5,
      "motion_south": -10.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 583.0,
      "ebshear": 30.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2113
        },
        {
          "name": "alignment",
          "value": 8.0876
        },
        {
          "name": "tau",
          "value": 0.6852
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.094
      },
      "coherence_score": 0.6851686239242554,
      "coherence_diagnostics": {
        "tau": 0.6851686239242554,
        "grad_tau": 0.05466819182038307,
        "torsion": 0.0,
        "alignment": 8.08763313293457,
        "S_field": 0.1408393234014511,
        "Gamma_field": 0.16209350526332855,
        "S_over_Gamma": 0.8688770532608032,
        "Da": 9.804134368896484,
        "E_coh": 0.0209428071975708,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.32,
              44.54
            ],
            [
              -121.24,
              44.54
            ],
            [
              -121.2,
              44.51
            ],
            [
              -121.2,
              44.49
            ],
            [
              -121.19,
              44.48
            ],
            [
              -121.17,
              44.47
            ],
            [
              -121.13,
              44.47
            ],
            [
              -121.12,
              44.46
            ],
            [
              -121.09,
              44.46
            ],
            [
              -121.04,
              44.52
            ],
            [
              -120.98,
              44.52
            ],
            [
              -120.94,
              44.5
            ],
            [
              -120.91,
              44.47
            ],
            [
              -120.91,
              44.41
            ],
            [
              -120.96,
              44.36
            ],
            [
              -121.14,
              44.37
            ],
            [
              -121.16,
              44.35
            ],
            [
              -121.22,
              44.34
            ],
            [
              -121.26,
              44.37
            ],
            [
              -121.26,
              44.4
            ],
            [
              -121.24,
              44.42
            ],
            [
              -121.24,
              44.45
            ],
            [
              -121.25,
              44.46
            ],
            [
              -121.33,
              44.47
            ],
            [
              -121.33,
              44.53
            ],
            [
              -121.32,
              44.54
            ]
          ]
        ]
      },
      "raw_probability": 0.094,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a0595fff5451d90bb43b42ee91835cf3718129d1791e8cd8e56b71e3712f4bfa",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.094,
        "probability": 0.001337,
        "confidence_lo": 0.001228,
        "confidence_hi": 0.001337,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc9a484410c764c044575a9fcea571b5ff1b13295b551c8ce668f97a85a7c18e"
      },
      "receipt_sha256": "cc9a484410c764c044575a9fcea571b5ff1b13295b551c8ce668f97a85a7c18e"
    },
    {
      "storm_id": "56730",
      "lat": 49.405,
      "lon": -72.02,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 385.0,
      "ebshear": 32.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0863
        },
        {
          "name": "alignment",
          "value": -7.316
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0922
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6298916339874268,
        "torsion": 0.0,
        "alignment": -7.316001892089844,
        "S_field": 0.46349623799324036,
        "Gamma_field": 0.19626016914844513,
        "S_over_Gamma": 2.3616418838500977,
        "Da": 10.96531867980957,
        "E_coh": 0.6694760918617249,
        "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": [
          [
            [
              -72.04,
              49.44
            ],
            [
              -72.0,
              49.44
            ],
            [
              -72.0,
              49.4
            ],
            [
              -71.99,
              49.39
            ],
            [
              -72.0,
              49.37
            ],
            [
              -72.01,
              49.38
            ],
            [
              -72.02,
              49.37
            ],
            [
              -72.05,
              49.39
            ],
            [
              -72.05,
              49.43
            ],
            [
              -72.04,
              49.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0922,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8d88232fef3c4a180b0e076d4450e31a90c280e3b019e729980260b85b53b1d5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0922,
        "probability": 0.001304,
        "confidence_lo": 0.001228,
        "confidence_hi": 0.001304,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86c03fd7ec6335014557565e4da76589d9340bb712f2bfc31e559038329261ae"
      },
      "receipt_sha256": "86c03fd7ec6335014557565e4da76589d9340bb712f2bfc31e559038329261ae"
    },
    {
      "storm_id": "56710",
      "lat": 41.5831,
      "lon": -104.6008,
      "motion_east": 2.5,
      "motion_south": -3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 710.0,
      "ebshear": 29.0,
      "srh01": 13.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8363
        },
        {
          "name": "alignment",
          "value": -4.8616
        },
        {
          "name": "tau",
          "value": 0.786
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0894
      },
      "coherence_score": 0.7859631776809692,
      "coherence_diagnostics": {
        "tau": 0.7859631776809692,
        "grad_tau": 0.09995649009943008,
        "torsion": 0.0,
        "alignment": -4.861586570739746,
        "S_field": 0.5463590025901794,
        "Gamma_field": 0.4104268550872803,
        "S_over_Gamma": 1.3311970233917236,
        "Da": 25.667827606201172,
        "E_coh": 0.8815872073173523,
        "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": [
          [
            [
              -104.59,
              41.62
            ],
            [
              -104.57,
              41.62
            ],
            [
              -104.56,
              41.61
            ],
            [
              -104.56,
              41.55
            ],
            [
              -104.58,
              41.53
            ],
            [
              -104.61,
              41.53
            ],
            [
              -104.63,
              41.55
            ],
            [
              -104.64,
              41.55
            ],
            [
              -104.64,
              41.58
            ],
            [
              -104.62,
              41.6
            ],
            [
              -104.62,
              41.61
            ],
            [
              -104.6,
              41.61
            ],
            [
              -104.59,
              41.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0894,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "20b5d5e2382751d8678d3f2155442a8f39d6be81755e03a5ae58b849bea4a6f8",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0894,
        "probability": 0.001304,
        "confidence_lo": 0.001228,
        "confidence_hi": 0.001304,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97c3690fa05674e79ba11b493895e994ce88c7e2f0f32bc0c6bf844ed9152637"
      },
      "receipt_sha256": "97c3690fa05674e79ba11b493895e994ce88c7e2f0f32bc0c6bf844ed9152637"
    },
    {
      "storm_id": "56413",
      "lat": 44.616,
      "lon": -121.4193,
      "motion_east": 0.9,
      "motion_south": -10.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 630.0,
      "ebshear": 27.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7113
        },
        {
          "name": "alignment",
          "value": 5.1699
        },
        {
          "name": "tau",
          "value": 0.6493
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0887
      },
      "coherence_score": 0.6492639780044556,
      "coherence_diagnostics": {
        "tau": 0.6492639780044556,
        "grad_tau": 0.08811138570308685,
        "torsion": 0.0,
        "alignment": 5.16986083984375,
        "S_field": 0.17020198702812195,
        "Gamma_field": 0.1562601774930954,
        "S_over_Gamma": 1.089221715927124,
        "Da": 9.709786415100098,
        "E_coh": 0.3454951345920563,
        "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": [
          [
            [
              -121.37,
              44.71
            ],
            [
              -121.32,
              44.71
            ],
            [
              -121.32,
              44.66
            ],
            [
              -121.34,
              44.64
            ],
            [
              -121.35,
              44.64
            ],
            [
              -121.42,
              44.57
            ],
            [
              -121.43,
              44.53
            ],
            [
              -121.45,
              44.51
            ],
            [
              -121.49,
              44.52
            ],
            [
              -121.51,
              44.54
            ],
            [
              -121.51,
              44.59
            ],
            [
              -121.5,
              44.61
            ],
            [
              -121.46,
              44.65
            ],
            [
              -121.45,
              44.65
            ],
            [
              -121.37,
              44.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0887,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "99ab4f29e50a8353339026842b012ab25435a19dd03943d30de8b20c33522e35",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0887,
        "probability": 0.001304,
        "confidence_lo": 0.001228,
        "confidence_hi": 0.001304,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db6d0ce6a69c1eab83d8a621e2e3157b3894fc96a91e803518474c7c705d117b"
      },
      "receipt_sha256": "db6d0ce6a69c1eab83d8a621e2e3157b3894fc96a91e803518474c7c705d117b"
    },
    {
      "storm_id": "55716",
      "lat": 38.9159,
      "lon": -104.6724,
      "motion_east": 3.3,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 805.0,
      "ebshear": 23.0,
      "srh01": 65.0,
      "maxllaz": 0.004,
      "mesh": 0.94,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3363
        },
        {
          "name": "alignment",
          "value": -0.9716
        },
        {
          "name": "tau",
          "value": 0.7377
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0861
      },
      "coherence_score": 0.737714409828186,
      "coherence_diagnostics": {
        "tau": 0.737714409828186,
        "grad_tau": 0.04396898299455643,
        "torsion": 0.0,
        "alignment": -0.9716211557388306,
        "S_field": 0.2738633453845978,
        "Gamma_field": 0.4662601947784424,
        "S_over_Gamma": 0.5873616337776184,
        "Da": 27.06592559814453,
        "E_coh": 0.8948221802711487,
        "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": [
          [
            [
              -104.67,
              38.98
            ],
            [
              -104.66,
              38.97
            ],
            [
              -104.54,
              38.97
            ],
            [
              -104.53,
              38.96
            ],
            [
              -104.53,
              38.92
            ],
            [
              -104.54,
              38.91
            ],
            [
              -104.64,
              38.91
            ],
            [
              -104.66,
              38.89
            ],
            [
              -104.68,
              38.89
            ],
            [
              -104.69,
              38.88
            ],
            [
              -104.73,
              38.88
            ],
            [
              -104.76,
              38.86
            ],
            [
              -104.78,
              38.86
            ],
            [
              -104.79,
              38.87
            ],
            [
              -104.79,
              38.91
            ],
            [
              -104.77,
              38.93
            ],
            [
              -104.67,
              38.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0861,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "0b4fac672ad5b02b499c6a378c0138d0912227ba91f2dc8e8b695e0e8c1e6177",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0861,
        "probability": 0.001304,
        "confidence_lo": 0.001181,
        "confidence_hi": 0.001304,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "201dfe2402825d18a2c558a45d157de146246ed2ad8d99814955c7b1a8f163cf"
      },
      "receipt_sha256": "201dfe2402825d18a2c558a45d157de146246ed2ad8d99814955c7b1a8f163cf"
    },
    {
      "storm_id": "56690",
      "lat": 35.8588,
      "lon": -83.8475,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1571.0,
      "ebshear": 32.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5863
        },
        {
          "name": "alignment",
          "value": 0.3358
        },
        {
          "name": "tau",
          "value": 1.4295
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.084
      },
      "coherence_score": 1.4294606447219849,
      "coherence_diagnostics": {
        "tau": 1.4294606447219849,
        "grad_tau": 0.472459614276886,
        "torsion": 0.0,
        "alignment": 0.33579593896865845,
        "S_field": 0.10782027244567871,
        "Gamma_field": 0.2837601900100708,
        "S_over_Gamma": 0.37996968626976013,
        "Da": 16.529802322387695,
        "E_coh": 0.18323004245758057,
        "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": [
          [
            [
              -83.85,
              35.89
            ],
            [
              -83.84,
              35.87
            ],
            [
              -83.82,
              35.87
            ],
            [
              -83.82,
              35.84
            ],
            [
              -83.84,
              35.82
            ],
            [
              -83.88,
              35.82
            ],
            [
              -83.88,
              35.87
            ],
            [
              -83.85,
              35.89
            ]
          ]
        ]
      },
      "raw_probability": 0.084,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "0da98d16d045b61817a780fe81a35c2ab61ebb1257ba5e83177d8a993527916e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.084,
        "probability": 0.001296,
        "confidence_lo": 0.001181,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0dd0c96c51788820cf2d2b4191b620dda2754e56003d313efcc38c2cf3ef22eb"
      },
      "receipt_sha256": "0dd0c96c51788820cf2d2b4191b620dda2754e56003d313efcc38c2cf3ef22eb"
    },
    {
      "storm_id": "56762",
      "lat": 45.065,
      "lon": -123.59,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 170.0,
      "ebshear": 18.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9613
        },
        {
          "name": "alignment",
          "value": -1.8802
        },
        {
          "name": "tau",
          "value": 0.3387
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0833
      },
      "coherence_score": 0.33868536353111267,
      "coherence_diagnostics": {
        "tau": 0.33868536353111267,
        "grad_tau": 0.27516621351242065,
        "torsion": 0.0,
        "alignment": -1.880231499671936,
        "S_field": 0.20122726261615753,
        "Gamma_field": 0.1587601751089096,
        "S_over_Gamma": 1.2674920558929443,
        "Da": 10.425704002380371,
        "E_coh": 0.09918069839477539,
        "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": [
          [
            [
              -123.6,
              45.11
            ],
            [
              -123.56,
              45.11
            ],
            [
              -123.55,
              45.1
            ],
            [
              -123.55,
              45.05
            ],
            [
              -123.56,
              45.03
            ],
            [
              -123.58,
              45.02
            ],
            [
              -123.57,
              45.01
            ],
            [
              -123.64,
              45.01
            ],
            [
              -123.64,
              45.05
            ],
            [
              -123.62,
              45.09
            ],
            [
              -123.61,
              45.09
            ],
            [
              -123.6,
              45.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0833,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c5554679d8c49540a06e2ebaf88a72cd9cd0cab0608a8802719dc4f1cafd20ac",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0833,
        "probability": 0.001292,
        "confidence_lo": 0.001098,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9543ec462ffd9c33296ea79e0f6f13302177685fe7bd6c54caf84f5637e4386"
      },
      "receipt_sha256": "f9543ec462ffd9c33296ea79e0f6f13302177685fe7bd6c54caf84f5637e4386"
    },
    {
      "storm_id": "55029",
      "lat": 30.0118,
      "lon": -95.94,
      "motion_east": -2.0,
      "motion_south": 5.5,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3195.0,
      "ebshear": 25.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 27.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5863
        },
        {
          "name": "alignment",
          "value": -2.1306
        },
        {
          "name": "tau",
          "value": 0.5646
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0821
      },
      "coherence_score": 0.5646198987960815,
      "coherence_diagnostics": {
        "tau": 0.5646198987960815,
        "grad_tau": 0.19839565455913544,
        "torsion": 0.0,
        "alignment": -2.1305928230285645,
        "S_field": 0.2513909339904785,
        "Gamma_field": 0.8112601637840271,
        "S_over_Gamma": 0.30987709760665894,
        "Da": 49.298336029052734,
        "E_coh": 0.7088544368743896,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.96,
              30.05
            ],
            [
              -95.94,
              30.05
            ],
            [
              -95.91,
              30.03
            ],
            [
              -95.91,
              30.0
            ],
            [
              -95.9,
              29.99
            ],
            [
              -95.91,
              29.97
            ],
            [
              -95.93,
              29.98
            ],
            [
              -95.96,
              29.98
            ],
            [
              -95.98,
              30.0
            ],
            [
              -95.98,
              30.03
            ],
            [
              -95.96,
              30.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0821,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "add69824c388cd06e018d2ee8aac903816be00dec70163ad6a7bb8d72cc3e30d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0821,
        "probability": 0.001282,
        "confidence_lo": 0.001098,
        "confidence_hi": 0.001282,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e701da41c21276bf73e002beffd4ed345c65b5873f288df1d53040a051bc925b"
      },
      "receipt_sha256": "e701da41c21276bf73e002beffd4ed345c65b5873f288df1d53040a051bc925b"
    },
    {
      "storm_id": "56500",
      "lat": 43.8187,
      "lon": -121.4607,
      "motion_east": 4.9,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1603.0,
      "ebshear": 21.0,
      "srh01": 45.0,
      "maxllaz": 0.003,
      "mesh": 0.58,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.4613
        },
        {
          "name": "alignment",
          "value": 4.9041
        },
        {
          "name": "tau",
          "value": 0.5924
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0815
      },
      "coherence_score": 0.592401921749115,
      "coherence_diagnostics": {
        "tau": 0.592401921749115,
        "grad_tau": 0.09003817290067673,
        "torsion": 0.0,
        "alignment": 4.904130458831787,
        "S_field": 0.14297649264335632,
        "Gamma_field": 0.15459351241588593,
        "S_over_Gamma": 0.9248543977737427,
        "Da": 9.312382698059082,
        "E_coh": 0.39234885573387146,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -121.52,
              43.92
            ],
            [
              -121.47,
              43.92
            ],
            [
              -121.42,
              43.86
            ],
            [
              -121.42,
              43.83
            ],
            [
              -121.4,
              43.81
            ],
            [
              -121.4,
              43.79
            ],
            [
              -121.39,
              43.78
            ],
            [
              -121.4,
              43.77
            ],
            [
              -121.4,
              43.75
            ],
            [
              -121.43,
              43.72
            ],
            [
              -121.48,
              43.71
            ],
            [
              -121.52,
              43.79
            ],
            [
              -121.57,
              43.83
            ],
            [
              -121.57,
              43.88
            ],
            [
              -121.52,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0815,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a48fe359709493f9f52fadf4bf8790f51694c38b2d1d748d07802eb285934b34",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0815,
        "probability": 0.001282,
        "confidence_lo": 0.001098,
        "confidence_hi": 0.001282,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de9e9b28229aa6dac267cb9ef30c54ee265ffe5ad7b17bfe57a83a00b8082408"
      },
      "receipt_sha256": "de9e9b28229aa6dac267cb9ef30c54ee265ffe5ad7b17bfe57a83a00b8082408"
    },
    {
      "storm_id": "56576",
      "lat": 43.485,
      "lon": -122.5433,
      "motion_east": 5.4,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1474.0,
      "ebshear": 34.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8363
        },
        {
          "name": "alignment",
          "value": 0.8217
        },
        {
          "name": "tau",
          "value": 0.4363
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0797
      },
      "coherence_score": 0.4363471269607544,
      "coherence_diagnostics": {
        "tau": 0.4363471269607544,
        "grad_tau": 0.14387977123260498,
        "torsion": 1.7306436284059146e-09,
        "alignment": 0.8216617107391357,
        "S_field": 0.11031322926282883,
        "Gamma_field": 0.15209351480007172,
        "S_over_Gamma": 0.7252987027168274,
        "Da": 8.92829418182373,
        "E_coh": 0.29605793952941895,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.53,
              43.55
            ],
            [
              -122.48,
              43.55
            ],
            [
              -122.47,
              43.51
            ],
            [
              -122.49,
              43.47
            ],
            [
              -122.54,
              43.43
            ],
            [
              -122.56,
              43.43
            ],
            [
              -122.57,
              43.42
            ],
            [
              -122.58,
              43.43
            ],
            [
              -122.61,
              43.43
            ],
            [
              -122.61,
              43.52
            ],
            [
              -122.55,
              43.53
            ],
            [
              -122.53,
              43.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0797,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4fa1d108863173eca5ea31dd3063859ce0af6976b5858ee534ffd8aa72c70966",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0797,
        "probability": 0.001274,
        "confidence_lo": 0.00092,
        "confidence_hi": 0.001274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4034771eb383e1cf921f1e61d200e749e0253059fc23d6ef9255bcd2fe5aa255"
      },
      "receipt_sha256": "4034771eb383e1cf921f1e61d200e749e0253059fc23d6ef9255bcd2fe5aa255"
    },
    {
      "storm_id": "56468",
      "lat": 43.1345,
      "lon": -122.443,
      "motion_east": 0.0,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1498.0,
      "ebshear": 38.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.58,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8363
        },
        {
          "name": "alignment",
          "value": 0.8217
        },
        {
          "name": "tau",
          "value": 0.4363
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0796
      },
      "coherence_score": 0.4363471269607544,
      "coherence_diagnostics": {
        "tau": 0.4363471269607544,
        "grad_tau": 0.14387977123260498,
        "torsion": 1.7306436284059146e-09,
        "alignment": 0.8216617107391357,
        "S_field": 0.11031322926282883,
        "Gamma_field": 0.15209351480007172,
        "S_over_Gamma": 0.7252987027168274,
        "Da": 8.92829418182373,
        "E_coh": 0.29605793952941895,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.45,
              43.25
            ],
            [
              -122.4,
              43.25
            ],
            [
              -122.39,
              43.24
            ],
            [
              -122.39,
              43.19
            ],
            [
              -122.44,
              43.14
            ],
            [
              -122.44,
              43.13
            ],
            [
              -122.41,
              43.1
            ],
            [
              -122.4,
              43.06
            ],
            [
              -122.39,
              43.05
            ],
            [
              -122.4,
              43.0
            ],
            [
              -122.42,
              42.99
            ],
            [
              -122.47,
              42.99
            ],
            [
              -122.5,
              43.03
            ],
            [
              -122.54,
              43.11
            ],
            [
              -122.51,
              43.15
            ],
            [
              -122.47,
              43.16
            ],
            [
              -122.46,
              43.17
            ],
            [
              -122.46,
              43.21
            ],
            [
              -122.47,
              43.22
            ],
            [
              -122.45,
              43.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0796,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d0c7b30097b49c5461dd9e95c71a7a083d8b76d3f66215d03f1bb83c5875781e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0796,
        "probability": 0.001274,
        "confidence_lo": 0.00092,
        "confidence_hi": 0.001274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "391eedafc1ab966e2b843c3b6228e8aad1a58e27aaf5cfaaeb26f62a1a44339c"
      },
      "receipt_sha256": "391eedafc1ab966e2b843c3b6228e8aad1a58e27aaf5cfaaeb26f62a1a44339c"
    },
    {
      "storm_id": "55107",
      "lat": 50.2176,
      "lon": -92.8665,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 372.0,
      "ebshear": 23.0,
      "srh01": 50.0,
      "maxllaz": 0.004,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4613
        },
        {
          "name": "alignment",
          "value": 1.559
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0791
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.401284396648407,
        "torsion": 0.0,
        "alignment": 1.5589981079101562,
        "S_field": 0.5040743947029114,
        "Gamma_field": 0.30542686581611633,
        "S_over_Gamma": 1.6503931283950806,
        "Da": 19.058837890625,
        "E_coh": 0.722234308719635,
        "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": [
          [
            [
              -92.92,
              50.27
            ],
            [
              -92.88,
              50.26
            ],
            [
              -92.87,
              50.25
            ],
            [
              -92.85,
              50.25
            ],
            [
              -92.84,
              50.24
            ],
            [
              -92.79,
              50.26
            ],
            [
              -92.75,
              50.23
            ],
            [
              -92.75,
              50.2
            ],
            [
              -92.8,
              50.16
            ],
            [
              -92.82,
              50.16
            ],
            [
              -92.83,
              50.15
            ],
            [
              -92.9,
              50.15
            ],
            [
              -92.94,
              50.17
            ],
            [
              -92.96,
              50.2
            ],
            [
              -92.96,
              50.23
            ],
            [
              -92.95,
              50.25
            ],
            [
              -92.92,
              50.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0791,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e145ccb70dabdea04eeae6ef1bec51987045260dac29db2b0b6637e60d3f6253",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0791,
        "probability": 0.001134,
        "confidence_lo": 0.00092,
        "confidence_hi": 0.001134,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b25e3615c485d763cb7b931f1b691024ad5af0380791f3ec808b5dc33fee466"
      },
      "receipt_sha256": "8b25e3615c485d763cb7b931f1b691024ad5af0380791f3ec808b5dc33fee466"
    },
    {
      "storm_id": "56712",
      "lat": 40.075,
      "lon": -103.6192,
      "motion_east": 3.0,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1345.0,
      "ebshear": 35.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8363
        },
        {
          "name": "alignment",
          "value": 7.2803
        },
        {
          "name": "tau",
          "value": 0.7866
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0789
      },
      "coherence_score": 0.786594808101654,
      "coherence_diagnostics": {
        "tau": 0.786594808101654,
        "grad_tau": 0.04904995858669281,
        "torsion": 0.0,
        "alignment": 7.2803449630737305,
        "S_field": 0.4502306878566742,
        "Gamma_field": 0.32626017928123474,
        "S_over_Gamma": 1.379974365234375,
        "Da": 20.733539581298828,
        "E_coh": 0.7631811499595642,
        "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": [
          [
            [
              -103.62,
              40.13
            ],
            [
              -103.58,
              40.13
            ],
            [
              -103.58,
              40.11
            ],
            [
              -103.57,
              40.1
            ],
            [
              -103.57,
              40.05
            ],
            [
              -103.61,
              40.02
            ],
            [
              -103.63,
              40.02
            ],
            [
              -103.65,
              40.03
            ],
            [
              -103.66,
              40.05
            ],
            [
              -103.67,
              40.05
            ],
            [
              -103.67,
              40.08
            ],
            [
              -103.62,
              40.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0789,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "01d99390aca045d1b7586e1374fb16a3f21707ffbebb4c8de98499c0a1b798fe",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0789,
        "probability": 0.001134,
        "confidence_lo": 0.00092,
        "confidence_hi": 0.001134,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "474a83f636264337f075d326a09355b663974895e2f3ea54a90210fdb8ae7807"
      },
      "receipt_sha256": "474a83f636264337f075d326a09355b663974895e2f3ea54a90210fdb8ae7807"
    },
    {
      "storm_id": "56405",
      "lat": 49.8018,
      "lon": -91.8164,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 216.0,
      "ebshear": 19.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.9613
        },
        {
          "name": "alignment",
          "value": 0.9965
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0786
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3747422993183136,
        "torsion": 0.0,
        "alignment": 0.9964981079101562,
        "S_field": 0.3841368556022644,
        "Gamma_field": 0.31459352374076843,
        "S_over_Gamma": 1.2210577726364136,
        "Da": 19.199739456176758,
        "E_coh": 0.6747671961784363,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.84,
              49.84
            ],
            [
              -91.79,
              49.84
            ],
            [
              -91.77,
              49.83
            ],
            [
              -91.77,
              49.81
            ],
            [
              -91.79,
              49.78
            ],
            [
              -91.79,
              49.76
            ],
            [
              -91.81,
              49.75
            ],
            [
              -91.85,
              49.76
            ],
            [
              -91.85,
              49.79
            ],
            [
              -91.88,
              49.82
            ],
            [
              -91.84,
              49.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0786,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "de77acc8c145d71bdc59f6fe4c34c6e67af3e5c232ccc3d3f22cb72a373fa842",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0786,
        "probability": 0.001134,
        "confidence_lo": 0.00092,
        "confidence_hi": 0.001134,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3849836e2ff821466827a4e16ea813107386935fc2fd8b099ca6f7dcfc7dd5f1"
      },
      "receipt_sha256": "3849836e2ff821466827a4e16ea813107386935fc2fd8b099ca6f7dcfc7dd5f1"
    },
    {
      "storm_id": "56749",
      "lat": 37.7257,
      "lon": -113.9643,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 719.0,
      "ebshear": 19.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.4613
        },
        {
          "name": "alignment",
          "value": -0.2995
        },
        {
          "name": "tau",
          "value": 0.3477
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0769
      },
      "coherence_score": 0.34769320487976074,
      "coherence_diagnostics": {
        "tau": 0.34769320487976074,
        "grad_tau": 0.05649299547076225,
        "torsion": 0.0,
        "alignment": -0.2994733452796936,
        "S_field": 0.2699224054813385,
        "Gamma_field": 0.5404268503189087,
        "S_over_Gamma": 0.49946150183677673,
        "Da": 33.942935943603516,
        "E_coh": 0.8957530856132507,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.97,
              37.76
            ],
            [
              -113.93,
              37.75
            ],
            [
              -113.92,
              37.68
            ],
            [
              -113.97,
              37.68
            ],
            [
              -114.0,
              37.7
            ],
            [
              -113.99,
              37.75
            ],
            [
              -113.97,
              37.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0769,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "6becc143266533f46ff2c59e26c2f33ac2689a7391ac01972be18a5166d6bd8c",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0769,
        "probability": 0.001134,
        "confidence_lo": 0.00092,
        "confidence_hi": 0.001134,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43e76621d665fb9ccae37471b4e6ae8617af1b10a4ac6c8a99b2f549caf1bb90"
      },
      "receipt_sha256": "43e76621d665fb9ccae37471b4e6ae8617af1b10a4ac6c8a99b2f549caf1bb90"
    },
    {
      "storm_id": "56617",
      "lat": 37.534,
      "lon": -105.487,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 418.0,
      "ebshear": 11.0,
      "srh01": 60.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9613
        },
        {
          "name": "alignment",
          "value": -0.1628
        },
        {
          "name": "tau",
          "value": 0.6844
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0747
      },
      "coherence_score": 0.6844087839126587,
      "coherence_diagnostics": {
        "tau": 0.6844087839126587,
        "grad_tau": 0.10170185565948486,
        "torsion": 0.0,
        "alignment": -0.16280429065227509,
        "S_field": 0.21002018451690674,
        "Gamma_field": 0.4504268765449524,
        "S_over_Gamma": 0.46626922488212585,
        "Da": 26.208484649658203,
        "E_coh": 0.8807216286659241,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.52,
              37.57
            ],
            [
              -105.48,
              37.57
            ],
            [
              -105.46,
              37.55
            ],
            [
              -105.46,
              37.51
            ],
            [
              -105.45,
              37.5
            ],
            [
              -105.46,
              37.49
            ],
            [
              -105.49,
              37.49
            ],
            [
              -105.5,
              37.53
            ],
            [
              -105.53,
              37.56
            ],
            [
              -105.52,
              37.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0747,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8f0040576ed889aa4baa167243d8fefd8d2754adccd7a12fe3a532cf4581c442",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0747,
        "probability": 0.000946,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000946,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c151980411da1059cd43e791a0b67b18ed14728c2d3d1cc7231d57c0f35dc0cf"
      },
      "receipt_sha256": "c151980411da1059cd43e791a0b67b18ed14728c2d3d1cc7231d57c0f35dc0cf"
    },
    {
      "storm_id": "56516",
      "lat": 31.4507,
      "lon": -97.5657,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2857.0,
      "ebshear": 7.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9613
        },
        {
          "name": "alignment",
          "value": -1.2282
        },
        {
          "name": "tau",
          "value": 0.6724
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 0.6723857522010803,
      "coherence_diagnostics": {
        "tau": 0.6723857522010803,
        "grad_tau": 0.2792816460132599,
        "torsion": 0.0,
        "alignment": -1.2282145023345947,
        "S_field": 0.38867804408073425,
        "Gamma_field": 0.5287601947784424,
        "S_over_Gamma": 0.7350743412971497,
        "Da": 32.689727783203125,
        "E_coh": 0.955211877822876,
        "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": [
          [
            [
              -97.5,
              31.52
            ],
            [
              -97.5,
              31.44
            ],
            [
              -97.52,
              31.44
            ],
            [
              -97.53,
              31.43
            ],
            [
              -97.53,
              31.39
            ],
            [
              -97.63,
              31.39
            ],
            [
              -97.64,
              31.4
            ],
            [
              -97.64,
              31.42
            ],
            [
              -97.62,
              31.43
            ],
            [
              -97.61,
              31.45
            ],
            [
              -97.61,
              31.48
            ],
            [
              -97.55,
              31.49
            ],
            [
              -97.54,
              31.51
            ],
            [
              -97.5,
              31.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0744,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0744,
        "probability": 0.000946,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000946,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c0ba55aaeba342cea6527dbd89245224b1b1772b7c3bf3282d716164bfac528"
      },
      "receipt_sha256": "8c0ba55aaeba342cea6527dbd89245224b1b1772b7c3bf3282d716164bfac528"
    },
    {
      "storm_id": "56696",
      "lat": 30.937,
      "lon": -105.853,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 878.0,
      "ebshear": 14.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8363
        },
        {
          "name": "alignment",
          "value": 2.2314
        },
        {
          "name": "tau",
          "value": 1.9413
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.073
      },
      "coherence_score": 1.941324234008789,
      "coherence_diagnostics": {
        "tau": 1.941324234008789,
        "grad_tau": 0.4520168602466583,
        "torsion": 0.0,
        "alignment": 2.2314043045043945,
        "S_field": 1.3990105390548706,
        "Gamma_field": 0.332926869392395,
        "S_over_Gamma": 4.202155590057373,
        "Da": 20.210737228393555,
        "E_coh": 0.9362155199050903,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.88,
              30.96
            ],
            [
              -105.8,
              30.96
            ],
            [
              -105.8,
              30.92
            ],
            [
              -105.82,
              30.92
            ],
            [
              -105.83,
              30.93
            ],
            [
              -105.87,
              30.93
            ],
            [
              -105.88,
              30.92
            ],
            [
              -105.89,
              30.93
            ],
            [
              -105.88,
              30.94
            ],
            [
              -105.88,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.073,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "53a16154b07b3df7e4d0cb299149600178740826917cd8daf864ce65146bc12d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.073,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8bcbfbffb2344e16f081c87e9ca44f31b4e75b6549def386a37cc85e51c3fc54"
      },
      "receipt_sha256": "8bcbfbffb2344e16f081c87e9ca44f31b4e75b6549def386a37cc85e51c3fc54"
    },
    {
      "storm_id": "56270",
      "lat": 40.0385,
      "lon": -103.824,
      "motion_east": 2.9,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1013.0,
      "ebshear": 21.0,
      "srh01": 19.0,
      "maxllaz": 0.005,
      "mesh": 0.44,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8363
        },
        {
          "name": "alignment",
          "value": 7.2803
        },
        {
          "name": "tau",
          "value": 0.7866
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0728
      },
      "coherence_score": 0.786594808101654,
      "coherence_diagnostics": {
        "tau": 0.786594808101654,
        "grad_tau": 0.04904995858669281,
        "torsion": 0.0,
        "alignment": 7.2803449630737305,
        "S_field": 0.4502306878566742,
        "Gamma_field": 0.32626017928123474,
        "S_over_Gamma": 1.379974365234375,
        "Da": 20.733539581298828,
        "E_coh": 0.7631811499595642,
        "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": [
          [
            [
              -103.82,
              40.09
            ],
            [
              -103.75,
              40.09
            ],
            [
              -103.74,
              40.08
            ],
            [
              -103.72,
              40.08
            ],
            [
              -103.71,
              40.07
            ],
            [
              -103.71,
              40.03
            ],
            [
              -103.75,
              40.0
            ],
            [
              -103.77,
              40.0
            ],
            [
              -103.81,
              39.98
            ],
            [
              -103.86,
              39.98
            ],
            [
              -103.87,
              39.97
            ],
            [
              -103.88,
              39.98
            ],
            [
              -103.92,
              39.98
            ],
            [
              -103.95,
              40.0
            ],
            [
              -103.94,
              40.05
            ],
            [
              -103.9,
              40.07
            ],
            [
              -103.87,
              40.07
            ],
            [
              -103.86,
              40.08
            ],
            [
              -103.83,
              40.08
            ],
            [
              -103.82,
              40.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0728,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0728,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "710808a6e9e9ee0be3c04ccf21155fc8f98b81220c7206a253044a36c6d5d30c"
      },
      "receipt_sha256": "710808a6e9e9ee0be3c04ccf21155fc8f98b81220c7206a253044a36c6d5d30c"
    },
    {
      "storm_id": "56729",
      "lat": 49.7078,
      "lon": -66.8811,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9613
        },
        {
          "name": "alignment",
          "value": -11.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0721
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35559558868408203,
        "torsion": 0.0,
        "alignment": -11.753501892089844,
        "S_field": 0.3809325397014618,
        "Gamma_field": 0.3400000035762787,
        "S_over_Gamma": 1.1203898191452026,
        "Da": 19.11086082458496,
        "E_coh": 0.23096832633018494,
        "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": [
          [
            [
              -66.9,
              49.74
            ],
            [
              -66.84,
              49.74
            ],
            [
              -66.83,
              49.7
            ],
            [
              -66.85,
              49.67
            ],
            [
              -66.89,
              49.67
            ],
            [
              -66.9,
              49.68
            ],
            [
              -66.91,
              49.7
            ],
            [
              -66.91,
              49.73
            ],
            [
              -66.9,
              49.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0721,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "3383f97330e35a4475d8e0675c38c20ce2c08ef73fbd8ecc46d0235f24029afd",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0721,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df5866163da62f15572de87922b0e4ba921805187dbc69462fcbb7e9e23d2cb7"
      },
      "receipt_sha256": "df5866163da62f15572de87922b0e4ba921805187dbc69462fcbb7e9e23d2cb7"
    },
    {
      "storm_id": "56725",
      "lat": 27.6085,
      "lon": -94.8338,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1811.0,
      "ebshear": 56.0,
      "srh01": 48.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.9613
        },
        {
          "name": "alignment",
          "value": 3.9915
        },
        {
          "name": "tau",
          "value": 0.56
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0719
      },
      "coherence_score": 0.5599515438079834,
      "coherence_diagnostics": {
        "tau": 0.5599515438079834,
        "grad_tau": 0.2949248254299164,
        "torsion": 0.0,
        "alignment": 3.9914937019348145,
        "S_field": 0.14628379046916962,
        "Gamma_field": 0.7929268479347229,
        "S_over_Gamma": 0.18448585271835327,
        "Da": 46.4722900390625,
        "E_coh": 0.5710119605064392,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.87,
              27.65
            ],
            [
              -94.8,
              27.65
            ],
            [
              -94.77,
              27.62
            ],
            [
              -94.77,
              27.58
            ],
            [
              -94.78,
              27.57
            ],
            [
              -94.81,
              27.57
            ],
            [
              -94.82,
              27.58
            ],
            [
              -94.85,
              27.58
            ],
            [
              -94.87,
              27.59
            ],
            [
              -94.87,
              27.61
            ],
            [
              -94.88,
              27.62
            ],
            [
              -94.88,
              27.64
            ],
            [
              -94.87,
              27.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0719,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "82ccbfec5c279081ffa6ff7f1634d21c8da48993342c345c426b55ff5612a56f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0719,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c64525bf9cd135aebdcdfa3944aaf5dd9ce33fb2b152b9417139914b03c0fe2d"
      },
      "receipt_sha256": "c64525bf9cd135aebdcdfa3944aaf5dd9ce33fb2b152b9417139914b03c0fe2d"
    },
    {
      "storm_id": "56326",
      "lat": 30.315,
      "lon": -96.0917,
      "motion_east": -5.0,
      "motion_south": 7.4,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3048.0,
      "ebshear": 24.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.46,
      "flash_rate": 31.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.4613
        },
        {
          "name": "alignment",
          "value": -0.4753
        },
        {
          "name": "tau",
          "value": 0.648
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0713
      },
      "coherence_score": 0.6480058431625366,
      "coherence_diagnostics": {
        "tau": 0.6480058431625366,
        "grad_tau": 0.3082537353038788,
        "torsion": 0.0,
        "alignment": -0.4752919375896454,
        "S_field": 0.15058618783950806,
        "Gamma_field": 0.8479268550872803,
        "S_over_Gamma": 0.17759336531162262,
        "Da": 52.68512725830078,
        "E_coh": 0.7810641527175903,
        "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": [
          [
            [
              -96.12,
              30.4
            ],
            [
              -96.08,
              30.4
            ],
            [
              -96.06,
              30.39
            ],
            [
              -96.05,
              30.35
            ],
            [
              -96.03,
              30.33
            ],
            [
              -96.03,
              30.27
            ],
            [
              -96.08,
              30.22
            ],
            [
              -96.1,
              30.21
            ],
            [
              -96.14,
              30.21
            ],
            [
              -96.15,
              30.22
            ],
            [
              -96.14,
              30.38
            ],
            [
              -96.12,
              30.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0713,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "aa471a7061ce9712ecff6bc319d6a410203833bf04e32485dd2d85acde89f317",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0713,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4331c009c2182d22aa7bef6dcde65762dfb57cdde39b7b8358465d291ed05fd5"
      },
      "receipt_sha256": "4331c009c2182d22aa7bef6dcde65762dfb57cdde39b7b8358465d291ed05fd5"
    },
    {
      "storm_id": "56649",
      "lat": 43.8533,
      "lon": -109.6767,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1001.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4613
        },
        {
          "name": "alignment",
          "value": 0.451
        },
        {
          "name": "tau",
          "value": 0.593
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0707
      },
      "coherence_score": 0.5929549932479858,
      "coherence_diagnostics": {
        "tau": 0.5929549932479858,
        "grad_tau": 0.1856698840856552,
        "torsion": 0.0,
        "alignment": 0.45101508498191833,
        "S_field": 0.24998822808265686,
        "Gamma_field": 0.33542686700820923,
        "S_over_Gamma": 0.745283842086792,
        "Da": 20.210195541381836,
        "E_coh": 0.8062511086463928,
        "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": [
          [
            [
              -109.69,
              43.89
            ],
            [
              -109.62,
              43.89
            ],
            [
              -109.6,
              43.87
            ],
            [
              -109.6,
              43.84
            ],
            [
              -109.65,
              43.81
            ],
            [
              -109.69,
              43.81
            ],
            [
              -109.7,
              43.82
            ],
            [
              -109.72,
              43.82
            ],
            [
              -109.73,
              43.84
            ],
            [
              -109.73,
              43.88
            ],
            [
              -109.7,
              43.88
            ],
            [
              -109.69,
              43.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0707,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "46c50c087f362f92fb517085aa7a6cd0b329f58e11f61b940b13a524bca5c4c9",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0707,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49b63143670c82661af4be4d0af9ee1f9902bc39ff0b12856c112a30c7c37c44"
      },
      "receipt_sha256": "49b63143670c82661af4be4d0af9ee1f9902bc39ff0b12856c112a30c7c37c44"
    },
    {
      "storm_id": "56695",
      "lat": 31.83,
      "lon": -90.0525,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2471.0,
      "ebshear": 13.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8363
        },
        {
          "name": "alignment",
          "value": 3.6371
        },
        {
          "name": "tau",
          "value": 3.565
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0704
      },
      "coherence_score": 3.565014600753784,
      "coherence_diagnostics": {
        "tau": 3.565014600753784,
        "grad_tau": 0.5842580795288086,
        "torsion": 0.0,
        "alignment": 3.6371145248413086,
        "S_field": 1.824190616607666,
        "Gamma_field": 0.2904268503189087,
        "S_over_Gamma": 6.281067371368408,
        "Da": 18.401321411132812,
        "E_coh": 1.0043368339538574,
        "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": [
          [
            [
              -90.03,
              31.87
            ],
            [
              -89.99,
              31.86
            ],
            [
              -90.01,
              31.78
            ],
            [
              -90.04,
              31.78
            ],
            [
              -90.06,
              31.79
            ],
            [
              -90.08,
              31.81
            ],
            [
              -90.09,
              31.81
            ],
            [
              -90.09,
              31.83
            ],
            [
              -90.1,
              31.84
            ],
            [
              -90.07,
              31.86
            ],
            [
              -90.04,
              31.86
            ],
            [
              -90.03,
              31.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0704,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "1f0e6fac9cf3286554b123f1746a57165f6e7b47c1463b98e80d5618092478e5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0704,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4991a26ab0067d9b7390d35f3d4b96d63b1884456ca0e1810f4145d9cce8ef73"
      },
      "receipt_sha256": "4991a26ab0067d9b7390d35f3d4b96d63b1884456ca0e1810f4145d9cce8ef73"
    },
    {
      "storm_id": "56201",
      "lat": 30.4375,
      "lon": -108.5308,
      "motion_east": 1.2,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3285.0,
      "ebshear": 17.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.45,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2113
        },
        {
          "name": "alignment",
          "value": -0.5296
        },
        {
          "name": "tau",
          "value": 2.0064
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 2.0063552856445312,
      "coherence_diagnostics": {
        "tau": 2.0063552856445312,
        "grad_tau": 0.40453842282295227,
        "torsion": 0.0,
        "alignment": -0.5296072959899902,
        "S_field": 1.55565345287323,
        "Gamma_field": 0.38209354877471924,
        "S_over_Gamma": 4.071393966674805,
        "Da": 24.00143814086914,
        "E_coh": 1.0012186765670776,
        "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": [
          [
            [
              -108.58,
              30.5
            ],
            [
              -108.54,
              30.5
            ],
            [
              -108.48,
              30.46
            ],
            [
              -108.47,
              30.44
            ],
            [
              -108.47,
              30.41
            ],
            [
              -108.48,
              30.39
            ],
            [
              -108.5,
              30.38
            ],
            [
              -108.53,
              30.38
            ],
            [
              -108.57,
              30.41
            ],
            [
              -108.57,
              30.42
            ],
            [
              -108.6,
              30.46
            ],
            [
              -108.58,
              30.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0701,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84aab232b446a7ecf5d5d0209fd779019d5af53f2c84d1e63bb31eca87963af6"
      },
      "receipt_sha256": "84aab232b446a7ecf5d5d0209fd779019d5af53f2c84d1e63bb31eca87963af6"
    },
    {
      "storm_id": "56545",
      "lat": 42.1882,
      "lon": -119.7309,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 933.0,
      "ebshear": 23.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.58,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5863
        },
        {
          "name": "alignment",
          "value": 1.0082
        },
        {
          "name": "tau",
          "value": 0.5295
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0691
      },
      "coherence_score": 0.5295107364654541,
      "coherence_diagnostics": {
        "tau": 0.5295107364654541,
        "grad_tau": 0.009913192130625248,
        "torsion": 0.0,
        "alignment": 1.008222222328186,
        "S_field": 0.04064609855413437,
        "Gamma_field": 0.15209351480007172,
        "S_over_Gamma": 0.2672441303730011,
        "Da": 8.856327056884766,
        "E_coh": 0.27657321095466614,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.75,
              42.26
            ],
            [
              -119.7,
              42.26
            ],
            [
              -119.67,
              42.22
            ],
            [
              -119.67,
              42.18
            ],
            [
              -119.71,
              42.13
            ],
            [
              -119.72,
              42.14
            ],
            [
              -119.75,
              42.14
            ],
            [
              -119.76,
              42.13
            ],
            [
              -119.78,
              42.15
            ],
            [
              -119.78,
              42.2
            ],
            [
              -119.75,
              42.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0691,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9ff0ee775cfa8203c67b13c98941a2b2009a4bc5c50eb83be2af6dabb6961ce5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0691,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8ed6c23352fe2cb03043695788b6d0e0c02df4365df14e6cef4950e1488de61"
      },
      "receipt_sha256": "d8ed6c23352fe2cb03043695788b6d0e0c02df4365df14e6cef4950e1488de61"
    },
    {
      "storm_id": "56544",
      "lat": 43.42,
      "lon": -120.967,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1198.0,
      "ebshear": 22.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.56,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.2113
        },
        {
          "name": "alignment",
          "value": 7.7715
        },
        {
          "name": "tau",
          "value": 0.5908
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0688
      },
      "coherence_score": 0.5908098816871643,
      "coherence_diagnostics": {
        "tau": 0.5908098816871643,
        "grad_tau": 0.04721508547663689,
        "torsion": 0.0,
        "alignment": 7.77152156829834,
        "S_field": 0.13853110373020172,
        "Gamma_field": 0.15292684733867645,
        "S_over_Gamma": 0.9058651924133301,
        "Da": 8.640668869018555,
        "E_coh": 0.5274038910865784,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -120.98,
              43.47
            ],
            [
              -120.96,
              43.47
            ],
            [
              -120.93,
              43.43
            ],
            [
              -120.93,
              43.4
            ],
            [
              -120.95,
              43.38
            ],
            [
              -120.95,
              43.37
            ],
            [
              -120.97,
              43.37
            ],
            [
              -121.01,
              43.4
            ],
            [
              -121.01,
              43.44
            ],
            [
              -120.98,
              43.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0688,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9b2b5544c645cfe243d58ea3a45917ddb25ab4de139b2dc58da341d1b747839a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0688,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "708056fee656bc6ff19c34f9fcbcdedf2628a0c7446de5231860660c2718319b"
      },
      "receipt_sha256": "708056fee656bc6ff19c34f9fcbcdedf2628a0c7446de5231860660c2718319b"
    },
    {
      "storm_id": "56776",
      "lat": 35.0033,
      "lon": -110.0683,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 614.0,
      "ebshear": 8.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4613
        },
        {
          "name": "alignment",
          "value": -1.1488
        },
        {
          "name": "tau",
          "value": 0.4065
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 0.40645265579223633,
      "coherence_diagnostics": {
        "tau": 0.40645265579223633,
        "grad_tau": 0.1358768790960312,
        "torsion": 0.0,
        "alignment": -1.1487547159194946,
        "S_field": 0.15862439572811127,
        "Gamma_field": 0.539593517780304,
        "S_over_Gamma": 0.29397016763687134,
        "Da": 33.289527893066406,
        "E_coh": 0.8626279830932617,
        "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": [
          [
            [
              -110.11,
              35.02
            ],
            [
              -110.1,
              35.02
            ],
            [
              -110.08,
              35.0
            ],
            [
              -110.07,
              35.02
            ],
            [
              -110.05,
              35.01
            ],
            [
              -110.04,
              35.02
            ],
            [
              -110.02,
              35.0
            ],
            [
              -110.02,
              34.99
            ],
            [
              -110.04,
              34.97
            ],
            [
              -110.07,
              34.97
            ],
            [
              -110.11,
              35.0
            ],
            [
              -110.11,
              35.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0687,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aaee5d524c8d04e6840354e83141e5908f042baf7fad2cf9763d873b19bad0b7"
      },
      "receipt_sha256": "aaee5d524c8d04e6840354e83141e5908f042baf7fad2cf9763d873b19bad0b7"
    },
    {
      "storm_id": "56239",
      "lat": 42.682,
      "lon": -108.958,
      "motion_east": 6.0,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1454.0,
      "ebshear": 19.0,
      "srh01": 61.0,
      "maxllaz": 0.009,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8363
        },
        {
          "name": "alignment",
          "value": 0.4909
        },
        {
          "name": "tau",
          "value": 0.7332
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0684
      },
      "coherence_score": 0.7331979870796204,
      "coherence_diagnostics": {
        "tau": 0.7331979870796204,
        "grad_tau": 0.08020126074552536,
        "torsion": 0.0,
        "alignment": 0.4909380078315735,
        "S_field": 0.3226524591445923,
        "Gamma_field": 0.4037601947784424,
        "S_over_Gamma": 0.7991190552711487,
        "Da": 23.990665435791016,
        "E_coh": 0.9009743332862854,
        "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": [
          [
            [
              -108.95,
              42.72
            ],
            [
              -108.91,
              42.72
            ],
            [
              -108.9,
              42.71
            ],
            [
              -108.9,
              42.69
            ],
            [
              -108.96,
              42.63
            ],
            [
              -109.0,
              42.62
            ],
            [
              -109.01,
              42.63
            ],
            [
              -109.01,
              42.68
            ],
            [
              -108.99,
              42.7
            ],
            [
              -108.95,
              42.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0684,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "388c9c1c86cef4d0adca2fe326cbf72afeab2bb8a36dabfa3f3251713e097395",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0684,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de7d9abd25dbb9d81b8a81585086827e3340bd58481f960749a4ed6b7b08b169"
      },
      "receipt_sha256": "de7d9abd25dbb9d81b8a81585086827e3340bd58481f960749a4ed6b7b08b169"
    },
    {
      "storm_id": "56685",
      "lat": 38.745,
      "lon": -104.922,
      "motion_east": 3.9,
      "motion_south": -5.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 915.0,
      "ebshear": 20.0,
      "srh01": 47.0,
      "maxllaz": 0.006,
      "mesh": 0.05,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3363
        },
        {
          "name": "alignment",
          "value": -0.9716
        },
        {
          "name": "tau",
          "value": 0.7377
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0679
      },
      "coherence_score": 0.737714409828186,
      "coherence_diagnostics": {
        "tau": 0.737714409828186,
        "grad_tau": 0.04396898299455643,
        "torsion": 0.0,
        "alignment": -0.9716211557388306,
        "S_field": 0.2738633453845978,
        "Gamma_field": 0.4662601947784424,
        "S_over_Gamma": 0.5873616337776184,
        "Da": 27.06592559814453,
        "E_coh": 0.8948221802711487,
        "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": [
          [
            [
              -104.92,
              38.8
            ],
            [
              -104.88,
              38.8
            ],
            [
              -104.87,
              38.79
            ],
            [
              -104.87,
              38.73
            ],
            [
              -104.91,
              38.67
            ],
            [
              -104.96,
              38.67
            ],
            [
              -104.97,
              38.69
            ],
            [
              -104.97,
              38.73
            ],
            [
              -104.95,
              38.77
            ],
            [
              -104.92,
              38.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0679,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e0ac4ec5ffa5b908a6843095c981cd14f27bfe81f808fd242dd2e1a9cd4eb698",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0679,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab8d26fc5512257304b4d5d830f557fed3dcaa83a0e2afec3bab1bfa5ea28765"
      },
      "receipt_sha256": "ab8d26fc5512257304b4d5d830f557fed3dcaa83a0e2afec3bab1bfa5ea28765"
    },
    {
      "storm_id": "55995",
      "lat": 46.1222,
      "lon": -110.9478,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 823.0,
      "ebshear": 15.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7113
        },
        {
          "name": "alignment",
          "value": -0.4989
        },
        {
          "name": "tau",
          "value": 0.2595
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.067
      },
      "coherence_score": 0.2594926059246063,
      "coherence_diagnostics": {
        "tau": 0.2594926059246063,
        "grad_tau": 0.033372677862644196,
        "torsion": 0.0,
        "alignment": -0.49890655279159546,
        "S_field": 0.08156754076480865,
        "Gamma_field": 0.5220935344696045,
        "S_over_Gamma": 0.15623165667057037,
        "Da": 31.010095596313477,
        "E_coh": 0.3021867871284485,
        "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": [
          [
            [
              -110.97,
              46.15
            ],
            [
              -110.92,
              46.15
            ],
            [
              -110.91,
              46.13
            ],
            [
              -110.91,
              46.1
            ],
            [
              -110.92,
              46.09
            ],
            [
              -110.97,
              46.09
            ],
            [
              -110.98,
              46.1
            ],
            [
              -110.98,
              46.14
            ],
            [
              -110.97,
              46.15
            ]
          ]
        ]
      },
      "raw_probability": 0.067,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "1d36a72c5cbde03960f29603b587b37ec5e5c09400022b7db51c80cc8840e811",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.067,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c49e57e8ee729cff06c7e86068ffb387f4f1f34bee5eb382172d98d9e3f1374"
      },
      "receipt_sha256": "3c49e57e8ee729cff06c7e86068ffb387f4f1f34bee5eb382172d98d9e3f1374"
    },
    {
      "storm_id": "56235",
      "lat": 45.9908,
      "lon": -124.4754,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 31.0,
      "ebshear": 28.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3363
        },
        {
          "name": "alignment",
          "value": -1.8541
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0668
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3828880190849304,
        "torsion": 0.0,
        "alignment": -1.8541069030761719,
        "S_field": 0.1895466446876526,
        "Gamma_field": 0.15792684257030487,
        "S_over_Gamma": 1.2002180814743042,
        "Da": 10.529067039489746,
        "E_coh": 0.5018156170845032,
        "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": [
          [
            [
              -124.52,
              46.04
            ],
            [
              -124.46,
              46.04
            ],
            [
              -124.44,
              46.02
            ],
            [
              -124.4,
              46.0
            ],
            [
              -124.39,
              45.98
            ],
            [
              -124.39,
              45.95
            ],
            [
              -124.41,
              45.94
            ],
            [
              -124.46,
              45.97
            ],
            [
              -124.53,
              45.97
            ],
            [
              -124.54,
              45.96
            ],
            [
              -124.56,
              45.97
            ],
            [
              -124.56,
              46.0
            ],
            [
              -124.52,
              46.04
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "07e0c0b6e7f6d099fad68aba5b018ef3a00795f1dedc4cde58758c5393707cee",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0668,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60c79d1334d89fa2c3bff71edda81ffb56898eadceb2a19b109502c451b323d6"
      },
      "receipt_sha256": "60c79d1334d89fa2c3bff71edda81ffb56898eadceb2a19b109502c451b323d6"
    },
    {
      "storm_id": "55875",
      "lat": 43.2671,
      "lon": -107.2741,
      "motion_east": 5.7,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 525.0,
      "ebshear": 22.0,
      "srh01": 28.0,
      "maxllaz": 0.01,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3363
        },
        {
          "name": "alignment",
          "value": 5.2234
        },
        {
          "name": "tau",
          "value": 0.9118
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0663
      },
      "coherence_score": 0.9118363261222839,
      "coherence_diagnostics": {
        "tau": 0.9118363261222839,
        "grad_tau": 0.09780655056238174,
        "torsion": 0.0,
        "alignment": 5.223394393920898,
        "S_field": 0.5961627960205078,
        "Gamma_field": 0.28709352016448975,
        "S_over_Gamma": 2.0765457153320312,
        "Da": 17.427223205566406,
        "E_coh": 0.7973495721817017,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.33,
              43.35
            ],
            [
              -107.27,
              43.35
            ],
            [
              -107.26,
              43.34
            ],
            [
              -107.23,
              43.34
            ],
            [
              -107.21,
              43.33
            ],
            [
              -107.17,
              43.29
            ],
            [
              -107.17,
              43.24
            ],
            [
              -107.18,
              43.22
            ],
            [
              -107.25,
              43.15
            ],
            [
              -107.28,
              43.15
            ],
            [
              -107.31,
              43.17
            ],
            [
              -107.31,
              43.2
            ],
            [
              -107.32,
              43.21
            ],
            [
              -107.33,
              43.27
            ],
            [
              -107.35,
              43.29
            ],
            [
              -107.36,
              43.29
            ],
            [
              -107.33,
              43.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0663,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b97b926d3f1f2f34bf307f680325e38490f0fda50c7266839eea58f09a84a1c8",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0663,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0ba708551719d6a6c0dff21717df01aab32ab41bd349470127e3d12762b6ee2"
      },
      "receipt_sha256": "d0ba708551719d6a6c0dff21717df01aab32ab41bd349470127e3d12762b6ee2"
    },
    {
      "storm_id": "56383",
      "lat": 27.6422,
      "lon": -81.9067,
      "motion_east": -2.0,
      "motion_south": -3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2305.0,
      "ebshear": 20.0,
      "srh01": 34.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5863
        },
        {
          "name": "alignment",
          "value": 1.5937
        },
        {
          "name": "tau",
          "value": 2.5697
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 2.569650411605835,
      "coherence_diagnostics": {
        "tau": 2.569650411605835,
        "grad_tau": 0.3385188579559326,
        "torsion": 0.0,
        "alignment": 1.5936834812164307,
        "S_field": 0.8432180285453796,
        "Gamma_field": 0.2095935046672821,
        "S_over_Gamma": 4.023111343383789,
        "Da": 11.558568000793457,
        "E_coh": 0.956424355506897,
        "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": [
          [
            [
              -81.89,
              27.69
            ],
            [
              -81.88,
              27.68
            ],
            [
              -81.88,
              27.59
            ],
            [
              -81.9,
              27.58
            ],
            [
              -81.94,
              27.61
            ],
            [
              -81.92,
              27.63
            ],
            [
              -81.93,
              27.64
            ],
            [
              -81.93,
              27.67
            ],
            [
              -81.89,
              27.69
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.066,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cd0f66eb5bb1955e00d2185b0c8eebd43bbca3691e91951b9e419528fb1332f"
      },
      "receipt_sha256": "6cd0f66eb5bb1955e00d2185b0c8eebd43bbca3691e91951b9e419528fb1332f"
    },
    {
      "storm_id": "56609",
      "lat": 39.0411,
      "lon": -115.9822,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 914.0,
      "ebshear": 19.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.62,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0863
        },
        {
          "name": "alignment",
          "value": 0.1462
        },
        {
          "name": "tau",
          "value": 0.3388
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 0.3387683928012848,
      "coherence_diagnostics": {
        "tau": 0.3387683928012848,
        "grad_tau": 0.12628592550754547,
        "torsion": 0.0,
        "alignment": 0.14618390798568726,
        "S_field": 0.05489711835980415,
        "Gamma_field": 1.0995934009552002,
        "S_over_Gamma": 0.04992492496967316,
        "Da": 65.17252349853516,
        "E_coh": 0.31370002031326294,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.0,
              39.07
            ],
            [
              -115.96,
              39.07
            ],
            [
              -115.95,
              39.06
            ],
            [
              -115.95,
              39.02
            ],
            [
              -115.97,
              39.0
            ],
            [
              -115.99,
              39.0
            ],
            [
              -116.01,
              39.02
            ],
            [
              -116.01,
              39.06
            ],
            [
              -116.0,
              39.07
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.066,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cd0f66eb5bb1955e00d2185b0c8eebd43bbca3691e91951b9e419528fb1332f"
      },
      "receipt_sha256": "6cd0f66eb5bb1955e00d2185b0c8eebd43bbca3691e91951b9e419528fb1332f"
    },
    {
      "storm_id": "56677",
      "lat": 42.3508,
      "lon": -105.8192,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 879.0,
      "ebshear": 33.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3363
        },
        {
          "name": "alignment",
          "value": -0.0488
        },
        {
          "name": "tau",
          "value": 0.863
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0659
      },
      "coherence_score": 0.863042414188385,
      "coherence_diagnostics": {
        "tau": 0.863042414188385,
        "grad_tau": 0.0057479701936244965,
        "torsion": 0.0,
        "alignment": -0.048797607421875,
        "S_field": 0.5381632447242737,
        "Gamma_field": 0.3037601709365845,
        "S_over_Gamma": 1.7716715335845947,
        "Da": 17.88507843017578,
        "E_coh": 0.911090075969696,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.85,
              42.41
            ],
            [
              -105.8,
              42.41
            ],
            [
              -105.77,
              42.38
            ],
            [
              -105.76,
              42.36
            ],
            [
              -105.77,
              42.32
            ],
            [
              -105.76,
              42.31
            ],
            [
              -105.78,
              42.29
            ],
            [
              -105.84,
              42.29
            ],
            [
              -105.87,
              42.31
            ],
            [
              -105.89,
              42.35
            ],
            [
              -105.89,
              42.37
            ],
            [
              -105.85,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0659,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b384c1797f1e89f8488999c37e8ef2689da8de6eba8136f8585a8e63b736e685",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0659,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b06ac31f63fd840d03f99ea595b4c57775c6cf24b331a064494e78efa1895ad"
      },
      "receipt_sha256": "6b06ac31f63fd840d03f99ea595b4c57775c6cf24b331a064494e78efa1895ad"
    },
    {
      "storm_id": "56700",
      "lat": 29.2742,
      "lon": -108.0317,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1261.0,
      "ebshear": 14.0,
      "srh01": 35.0,
      "maxllaz": 0.0,
      "mesh": 0.4,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5863
        },
        {
          "name": "alignment",
          "value": 2.8414
        },
        {
          "name": "tau",
          "value": 1.7006
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.065
      },
      "coherence_score": 1.7006078958511353,
      "coherence_diagnostics": {
        "tau": 1.7006078958511353,
        "grad_tau": 0.3482697606086731,
        "torsion": 0.0,
        "alignment": 2.8414478302001953,
        "S_field": 1.1551177501678467,
        "Gamma_field": 0.4879268407821655,
        "S_over_Gamma": 2.3673994541168213,
        "Da": 29.13774299621582,
        "E_coh": 1.0036159753799438,
        "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": [
          [
            [
              -108.05,
              29.32
            ],
            [
              -108.01,
              29.31
            ],
            [
              -107.99,
              29.29
            ],
            [
              -107.98,
              29.29
            ],
            [
              -107.98,
              29.24
            ],
            [
              -108.0,
              29.22
            ],
            [
              -108.03,
              29.22
            ],
            [
              -108.09,
              29.25
            ],
            [
              -108.08,
              29.25
            ],
            [
              -108.06,
              29.27
            ],
            [
              -108.06,
              29.31
            ],
            [
              -108.05,
              29.32
            ]
          ]
        ]
      },
      "raw_probability": 0.065,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e3dd12f96876c999399a65af0d946bff56203dc8540b391b062a8aae05bf06e4",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.065,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "011b27b3f3c30566451d655c7340ac822b60df318d0bfd4104a3c6fe9b592416"
      },
      "receipt_sha256": "011b27b3f3c30566451d655c7340ac822b60df318d0bfd4104a3c6fe9b592416"
    },
    {
      "storm_id": "56615",
      "lat": 38.1527,
      "lon": -106.7445,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1210.0,
      "ebshear": 27.0,
      "srh01": 45.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3363
        },
        {
          "name": "alignment",
          "value": 0.9057
        },
        {
          "name": "tau",
          "value": 0.5782
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 0.5782145261764526,
      "coherence_diagnostics": {
        "tau": 0.5782145261764526,
        "grad_tau": 0.10323438048362732,
        "torsion": 0.0,
        "alignment": 0.9056745171546936,
        "S_field": 0.13154934346675873,
        "Gamma_field": 0.520426869392395,
        "S_over_Gamma": 0.2527720034122467,
        "Da": 30.47589683532715,
        "E_coh": 0.8801249265670776,
        "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": [
          [
            [
              -106.77,
              38.19
            ],
            [
              -106.73,
              38.19
            ],
            [
              -106.71,
              38.17
            ],
            [
              -106.72,
              38.16
            ],
            [
              -106.72,
              38.14
            ],
            [
              -106.71,
              38.13
            ],
            [
              -106.72,
              38.11
            ],
            [
              -106.77,
              38.11
            ],
            [
              -106.78,
              38.12
            ],
            [
              -106.79,
              38.17
            ],
            [
              -106.77,
              38.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0647,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7012d70362f0e5e0cefa7dfa3c8c22c4c626f006600fa5da4d1429c86861bafe"
      },
      "receipt_sha256": "7012d70362f0e5e0cefa7dfa3c8c22c4c626f006600fa5da4d1429c86861bafe"
    },
    {
      "storm_id": "56478",
      "lat": 37.2733,
      "lon": -113.0589,
      "motion_east": 4.1,
      "motion_south": 3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 794.0,
      "ebshear": 15.0,
      "srh01": 49.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4613
        },
        {
          "name": "alignment",
          "value": -1.1911
        },
        {
          "name": "tau",
          "value": 0.3208
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0641
      },
      "coherence_score": 0.32076913118362427,
      "coherence_diagnostics": {
        "tau": 0.32076913118362427,
        "grad_tau": 0.05148337036371231,
        "torsion": 0.0,
        "alignment": -1.1910744905471802,
        "S_field": 0.20545020699501038,
        "Gamma_field": 0.5579268336296082,
        "S_over_Gamma": 0.368238627910614,
        "Da": 35.18364715576172,
        "E_coh": 0.8525262475013733,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.08,
              37.31
            ],
            [
              -113.02,
              37.31
            ],
            [
              -113.0,
              37.3
            ],
            [
              -113.0,
              37.25
            ],
            [
              -113.04,
              37.23
            ],
            [
              -113.09,
              37.23
            ],
            [
              -113.11,
              37.25
            ],
            [
              -113.11,
              37.27
            ],
            [
              -113.08,
              37.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0641,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e4cb554157359c164c220589e8ac0e1d21a691efc6f7551fe7927be0ccfc6501",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0641,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f81d75a0fdd47857b4b01ed425a1332372504afc96b15baf599f0741296e84e4"
      },
      "receipt_sha256": "f81d75a0fdd47857b4b01ed425a1332372504afc96b15baf599f0741296e84e4"
    },
    {
      "storm_id": "56484",
      "lat": 35.136,
      "lon": -112.151,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 613.0,
      "ebshear": 12.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4613
        },
        {
          "name": "alignment",
          "value": 2.9965
        },
        {
          "name": "tau",
          "value": 0.2447
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 0.24473033845424652,
      "coherence_diagnostics": {
        "tau": 0.24473033845424652,
        "grad_tau": 0.03262528032064438,
        "torsion": 0.0,
        "alignment": 2.9965145587921143,
        "S_field": 0.09131377190351486,
        "Gamma_field": 0.4870935082435608,
        "S_over_Gamma": 0.18746662139892578,
        "Da": 30.14347267150879,
        "E_coh": 0.4584493935108185,
        "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": [
          [
            [
              -112.19,
              35.17
            ],
            [
              -112.14,
              35.17
            ],
            [
              -112.12,
              35.16
            ],
            [
              -112.1,
              35.14
            ],
            [
              -112.1,
              35.1
            ],
            [
              -112.11,
              35.09
            ],
            [
              -112.16,
              35.09
            ],
            [
              -112.2,
              35.11
            ],
            [
              -112.2,
              35.16
            ],
            [
              -112.19,
              35.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0639,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0639,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49ad6c21cb7f71b8f61a039a91a99e66ac218c60db035fadb7633213a60d5a0d"
      },
      "receipt_sha256": "49ad6c21cb7f71b8f61a039a91a99e66ac218c60db035fadb7633213a60d5a0d"
    },
    {
      "storm_id": "56657",
      "lat": 39.337,
      "lon": -112.314,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 796.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2113
        },
        {
          "name": "alignment",
          "value": -1.0071
        },
        {
          "name": "tau",
          "value": 0.4807
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0633
      },
      "coherence_score": 0.48069244623184204,
      "coherence_diagnostics": {
        "tau": 0.48069244623184204,
        "grad_tau": 0.12744271755218506,
        "torsion": 0.0,
        "alignment": -1.007075309753418,
        "S_field": 0.15561656653881073,
        "Gamma_field": 0.5379268527030945,
        "S_over_Gamma": 0.2892894446849823,
        "Da": 33.59461975097656,
        "E_coh": 0.86627197265625,
        "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": [
          [
            [
              -112.32,
              39.38
            ],
            [
              -112.28,
              39.38
            ],
            [
              -112.26,
              39.36
            ],
            [
              -112.26,
              39.31
            ],
            [
              -112.31,
              39.28
            ],
            [
              -112.34,
              39.29
            ],
            [
              -112.36,
              39.31
            ],
            [
              -112.35,
              39.32
            ],
            [
              -112.34,
              39.36
            ],
            [
              -112.32,
              39.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0633,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9f60df8b55a3e89c244a0f9a641b6ba640d17ba968636c349f116c511a4d18d0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0633,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7312fee2b79b229e98ef91e8f830ec5325a35898ca553401977125a095788cdd"
      },
      "receipt_sha256": "7312fee2b79b229e98ef91e8f830ec5325a35898ca553401977125a095788cdd"
    },
    {
      "storm_id": "56083",
      "lat": 39.4525,
      "lon": -103.0433,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1471.0,
      "ebshear": 33.0,
      "srh01": 13.0,
      "maxllaz": 0.007,
      "mesh": 0.43,
      "flash_rate": 27.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2113
        },
        {
          "name": "alignment",
          "value": -2.0402
        },
        {
          "name": "tau",
          "value": 0.7596
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0632
      },
      "coherence_score": 0.75962233543396,
      "coherence_diagnostics": {
        "tau": 0.75962233543396,
        "grad_tau": 0.042049191892147064,
        "torsion": 0.0,
        "alignment": -2.040170192718506,
        "S_field": 0.17521582543849945,
        "Gamma_field": 0.43792685866355896,
        "S_over_Gamma": 0.4001029431819916,
        "Da": 25.562347412109375,
        "E_coh": 0.7027144432067871,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.07,
              39.5
            ],
            [
              -103.02,
              39.5
            ],
            [
              -103.0,
              39.48
            ],
            [
              -102.99,
              39.46
            ],
            [
              -102.99,
              39.41
            ],
            [
              -103.0,
              39.4
            ],
            [
              -103.04,
              39.4
            ],
            [
              -103.05,
              39.39
            ],
            [
              -103.1,
              39.43
            ],
            [
              -103.1,
              39.47
            ],
            [
              -103.09,
              39.49
            ],
            [
              -103.07,
              39.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0632,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0632,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7856361cc2927a6675f38077b0670a930d3086aff37dcdf52c814e2e6e2e6c34"
      },
      "receipt_sha256": "7856361cc2927a6675f38077b0670a930d3086aff37dcdf52c814e2e6e2e6c34"
    },
    {
      "storm_id": "55982",
      "lat": 38.5945,
      "lon": -113.28,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1564.0,
      "ebshear": 18.0,
      "srh01": 49.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0863
        },
        {
          "name": "alignment",
          "value": -0.5844
        },
        {
          "name": "tau",
          "value": 0.3398
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0625
      },
      "coherence_score": 0.33984610438346863,
      "coherence_diagnostics": {
        "tau": 0.33984610438346863,
        "grad_tau": 0.06612300872802734,
        "torsion": 0.0,
        "alignment": -0.5843839049339294,
        "S_field": 0.02864173613488674,
        "Gamma_field": 0.6887602210044861,
        "S_over_Gamma": 0.04158448055386543,
        "Da": 43.103187561035156,
        "E_coh": 0.4974445104598999,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.3,
              38.65
            ],
            [
              -113.22,
              38.63
            ],
            [
              -113.21,
              38.62
            ],
            [
              -113.21,
              38.56
            ],
            [
              -113.25,
              38.55
            ],
            [
              -113.26,
              38.54
            ],
            [
              -113.32,
              38.54
            ],
            [
              -113.34,
              38.56
            ],
            [
              -113.34,
              38.61
            ],
            [
              -113.33,
              38.63
            ],
            [
              -113.3,
              38.65
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0625,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64828d5a9add769bcd28c3c0ca081e7ee67a004d279e409046b124486f173c03"
      },
      "receipt_sha256": "64828d5a9add769bcd28c3c0ca081e7ee67a004d279e409046b124486f173c03"
    },
    {
      "storm_id": "56714",
      "lat": 38.4556,
      "lon": -113.4044,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1648.0,
      "ebshear": 17.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0863
        },
        {
          "name": "alignment",
          "value": -0.5844
        },
        {
          "name": "tau",
          "value": 0.3398
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 0.33984610438346863,
      "coherence_diagnostics": {
        "tau": 0.33984610438346863,
        "grad_tau": 0.06612300872802734,
        "torsion": 0.0,
        "alignment": -0.5843839049339294,
        "S_field": 0.02864173613488674,
        "Gamma_field": 0.6887602210044861,
        "S_over_Gamma": 0.04158448055386543,
        "Da": 43.103187561035156,
        "E_coh": 0.4974445104598999,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.42,
              38.48
            ],
            [
              -113.39,
              38.48
            ],
            [
              -113.37,
              38.47
            ],
            [
              -113.37,
              38.45
            ],
            [
              -113.39,
              38.42
            ],
            [
              -113.42,
              38.42
            ],
            [
              -113.43,
              38.43
            ],
            [
              -113.43,
              38.47
            ],
            [
              -113.42,
              38.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0617,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2444e028a22747fb5fc85f169eba7a141f4a8aa347d5283ac516d1d335c39edf"
      },
      "receipt_sha256": "2444e028a22747fb5fc85f169eba7a141f4a8aa347d5283ac516d1d335c39edf"
    },
    {
      "storm_id": "56172",
      "lat": 33.6494,
      "lon": -84.5631,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2268.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0863
        },
        {
          "name": "alignment",
          "value": -1.1729
        },
        {
          "name": "tau",
          "value": 3.0682
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0616
      },
      "coherence_score": 3.068176746368408,
      "coherence_diagnostics": {
        "tau": 3.068176746368408,
        "grad_tau": 0.35906168818473816,
        "torsion": 0.0,
        "alignment": -1.1728911399841309,
        "S_field": 0.8262165188789368,
        "Gamma_field": 0.2654268443584442,
        "S_over_Gamma": 3.1127843856811523,
        "Da": 16.144651412963867,
        "E_coh": 0.9700868725776672,
        "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": [
          [
            [
              -84.58,
              33.71
            ],
            [
              -84.57,
              33.71
            ],
            [
              -84.57,
              33.69
            ],
            [
              -84.56,
              33.68
            ],
            [
              -84.55,
              33.69
            ],
            [
              -84.53,
              33.67
            ],
            [
              -84.52,
              33.67
            ],
            [
              -84.52,
              33.63
            ],
            [
              -84.53,
              33.62
            ],
            [
              -84.53,
              33.59
            ],
            [
              -84.55,
              33.55
            ],
            [
              -84.6,
              33.55
            ],
            [
              -84.62,
              33.58
            ],
            [
              -84.62,
              33.65
            ],
            [
              -84.58,
              33.69
            ],
            [
              -84.58,
              33.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0616,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b94020cd69ac7d175fc511436d003bede098f4a4fc340fa0f12ecff401a146a0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0616,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0bc57cff54a8454621e31962aea1c0b5f9f4b74e9d2c919a0fe5a6db651ba743"
      },
      "receipt_sha256": "0bc57cff54a8454621e31962aea1c0b5f9f4b74e9d2c919a0fe5a6db651ba743"
    },
    {
      "storm_id": "56750",
      "lat": 37.6889,
      "lon": -114.2756,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 573.0,
      "ebshear": 14.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.4613
        },
        {
          "name": "alignment",
          "value": -0.2995
        },
        {
          "name": "tau",
          "value": 0.3477
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 0.34769320487976074,
      "coherence_diagnostics": {
        "tau": 0.34769320487976074,
        "grad_tau": 0.05649299547076225,
        "torsion": 0.0,
        "alignment": -0.2994733452796936,
        "S_field": 0.2699224054813385,
        "Gamma_field": 0.5404268503189087,
        "S_over_Gamma": 0.49946150183677673,
        "Da": 33.942935943603516,
        "E_coh": 0.8957530856132507,
        "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": [
          [
            [
              -114.29,
              37.73
            ],
            [
              -114.25,
              37.72
            ],
            [
              -114.24,
              37.7
            ],
            [
              -114.24,
              37.66
            ],
            [
              -114.25,
              37.65
            ],
            [
              -114.3,
              37.65
            ],
            [
              -114.31,
              37.66
            ],
            [
              -114.31,
              37.7
            ],
            [
              -114.29,
              37.73
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.061,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f59d99e672fbce79da7527ce2cca84b70986cdd42f84e550e2a40fd547420a5"
      },
      "receipt_sha256": "5f59d99e672fbce79da7527ce2cca84b70986cdd42f84e550e2a40fd547420a5"
    },
    {
      "storm_id": "56778",
      "lat": 31.5312,
      "lon": -110.4262,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1564.0,
      "ebshear": 14.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8363
        },
        {
          "name": "alignment",
          "value": 0.0165
        },
        {
          "name": "tau",
          "value": 0.7386
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 0.73862224817276,
      "coherence_diagnostics": {
        "tau": 0.73862224817276,
        "grad_tau": 0.3018895983695984,
        "torsion": 8.935247541863589e-10,
        "alignment": 0.016478925943374634,
        "S_field": 0.19133536517620087,
        "Gamma_field": 0.6445935368537903,
        "S_over_Gamma": 0.29683104157447815,
        "Da": 40.693031311035156,
        "E_coh": 0.9279844164848328,
        "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": [
          [
            [
              -110.44,
              31.57
            ],
            [
              -110.43,
              31.57
            ],
            [
              -110.41,
              31.52
            ],
            [
              -110.38,
              31.5
            ],
            [
              -110.41,
              31.5
            ],
            [
              -110.42,
              31.49
            ],
            [
              -110.48,
              31.53
            ],
            [
              -110.44,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0601,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6df15f5ac0b81ec0df5ed1e42d1bdb82b975fcff6be67db925a2b50d43e43aa7"
      },
      "receipt_sha256": "6df15f5ac0b81ec0df5ed1e42d1bdb82b975fcff6be67db925a2b50d43e43aa7"
    },
    {
      "storm_id": "56473",
      "lat": 39.3736,
      "lon": -109.9064,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 331.0,
      "ebshear": 6.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9613
        },
        {
          "name": "alignment",
          "value": -3.5827
        },
        {
          "name": "tau",
          "value": 0.6071
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 0.6071339845657349,
      "coherence_diagnostics": {
        "tau": 0.6071339845657349,
        "grad_tau": 0.07186805456876755,
        "torsion": 0.0,
        "alignment": -3.58274245262146,
        "S_field": 0.30326250195503235,
        "Gamma_field": 0.5087601542472839,
        "S_over_Gamma": 0.5960814952850342,
        "Da": 31.318391799926758,
        "E_coh": 0.7676746845245361,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.93,
              39.4
            ],
            [
              -109.91,
              39.4
            ],
            [
              -109.9,
              39.39
            ],
            [
              -109.86,
              39.39
            ],
            [
              -109.87,
              39.35
            ],
            [
              -109.88,
              39.34
            ],
            [
              -109.89,
              39.35
            ],
            [
              -109.93,
              39.34
            ],
            [
              -109.93,
              39.37
            ],
            [
              -109.94,
              39.38
            ],
            [
              -109.93,
              39.4
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.06,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c33fed9a09d45a89cd4053fc91c334bbc818b76085c88e7183bcdffaface45f"
      },
      "receipt_sha256": "8c33fed9a09d45a89cd4053fc91c334bbc818b76085c88e7183bcdffaface45f"
    },
    {
      "storm_id": "56771",
      "lat": 39.6044,
      "lon": -103.0489,
      "motion_east": 3.1,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1532.0,
      "ebshear": 35.0,
      "srh01": 19.0,
      "maxllaz": 0.005,
      "mesh": 0.55,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2113
        },
        {
          "name": "alignment",
          "value": -2.0402
        },
        {
          "name": "tau",
          "value": 0.7596
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0595
      },
      "coherence_score": 0.75962233543396,
      "coherence_diagnostics": {
        "tau": 0.75962233543396,
        "grad_tau": 0.042049191892147064,
        "torsion": 0.0,
        "alignment": -2.040170192718506,
        "S_field": 0.17521582543849945,
        "Gamma_field": 0.43792685866355896,
        "S_over_Gamma": 0.4001029431819916,
        "Da": 25.562347412109375,
        "E_coh": 0.7027144432067871,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.08,
              39.65
            ],
            [
              -103.04,
              39.64
            ],
            [
              -103.0,
              39.6
            ],
            [
              -103.0,
              39.55
            ],
            [
              -103.03,
              39.55
            ],
            [
              -103.04,
              39.57
            ],
            [
              -103.09,
              39.61
            ],
            [
              -103.08,
              39.62
            ],
            [
              -103.08,
              39.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0595,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "76ff94b20d11a7c680c7ad08c3493239a48cb0dc98b773f5d077c29b5e9e71de",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0595,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dca06230791fd57f5150916ce8d0462580caf5e0d04d194ed217229e3179018e"
      },
      "receipt_sha256": "dca06230791fd57f5150916ce8d0462580caf5e0d04d194ed217229e3179018e"
    },
    {
      "storm_id": "56738",
      "lat": 42.81,
      "lon": -109.217,
      "motion_east": 6.1,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 994.0,
      "ebshear": 15.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2113
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 0.6523
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0587
      },
      "coherence_score": 0.6523463129997253,
      "coherence_diagnostics": {
        "tau": 0.6523463129997253,
        "grad_tau": 0.09639070928096771,
        "torsion": 0.0,
        "alignment": 0.8994576334953308,
        "S_field": 0.30941787362098694,
        "Gamma_field": 0.4312601685523987,
        "S_over_Gamma": 0.7174738049507141,
        "Da": 25.646751403808594,
        "E_coh": 0.9107792973518372,
        "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": [
          [
            [
              -109.22,
              42.85
            ],
            [
              -109.17,
              42.85
            ],
            [
              -109.17,
              42.8
            ],
            [
              -109.16,
              42.79
            ],
            [
              -109.21,
              42.76
            ],
            [
              -109.25,
              42.77
            ],
            [
              -109.25,
              42.8
            ],
            [
              -109.26,
              42.81
            ],
            [
              -109.26,
              42.82
            ],
            [
              -109.22,
              42.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0587,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0587,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "add2c36e48d5e2b78fad21ff7c0ff8ce8f187afebc227f4fe05f9a6df9ca35a4"
      },
      "receipt_sha256": "add2c36e48d5e2b78fad21ff7c0ff8ce8f187afebc227f4fe05f9a6df9ca35a4"
    },
    {
      "storm_id": "56291",
      "lat": 40.5189,
      "lon": -115.1439,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1132.0,
      "ebshear": 10.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5863
        },
        {
          "name": "alignment",
          "value": 3.9666
        },
        {
          "name": "tau",
          "value": 0.7534
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0586
      },
      "coherence_score": 0.7534281015396118,
      "coherence_diagnostics": {
        "tau": 0.7534281015396118,
        "grad_tau": 0.11897984147071838,
        "torsion": 0.0,
        "alignment": 3.966550827026367,
        "S_field": 0.6943815350532532,
        "Gamma_field": 0.3804268538951874,
        "S_over_Gamma": 1.8252694606781006,
        "Da": 23.880090713500977,
        "E_coh": 0.856216549873352,
        "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": [
          [
            [
              -115.12,
              40.58
            ],
            [
              -115.08,
              40.56
            ],
            [
              -115.07,
              40.55
            ],
            [
              -115.07,
              40.53
            ],
            [
              -115.1,
              40.52
            ],
            [
              -115.12,
              40.5
            ],
            [
              -115.14,
              40.46
            ],
            [
              -115.16,
              40.45
            ],
            [
              -115.2,
              40.45
            ],
            [
              -115.21,
              40.46
            ],
            [
              -115.2,
              40.48
            ],
            [
              -115.21,
              40.52
            ],
            [
              -115.2,
              40.53
            ],
            [
              -115.17,
              40.53
            ],
            [
              -115.16,
              40.52
            ],
            [
              -115.13,
              40.55
            ],
            [
              -115.13,
              40.57
            ],
            [
              -115.12,
              40.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0586,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "95ef0eaf1e017ee787abbee0d15166af6621b2d70bc009d24543744b38ab748e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0586,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "654a9000cf85f33751f1e545b55e532446b1dbfbd86fa25746f3908a444f467e"
      },
      "receipt_sha256": "654a9000cf85f33751f1e545b55e532446b1dbfbd86fa25746f3908a444f467e"
    },
    {
      "storm_id": "56349",
      "lat": 33.4027,
      "lon": -98.6427,
      "motion_east": -5.0,
      "motion_south": 5.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2301.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5863
        },
        {
          "name": "alignment",
          "value": -1.6286
        },
        {
          "name": "tau",
          "value": 0.7062
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0584
      },
      "coherence_score": 0.7061750888824463,
      "coherence_diagnostics": {
        "tau": 0.7061750888824463,
        "grad_tau": 0.22884319722652435,
        "torsion": 0.0,
        "alignment": -1.6285991668701172,
        "S_field": 0.4290147125720978,
        "Gamma_field": 0.4820935130119324,
        "S_over_Gamma": 0.8898993730545044,
        "Da": 31.111709594726562,
        "E_coh": 0.9988927245140076,
        "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": [
          [
            [
              -98.71,
              33.48
            ],
            [
              -98.67,
              33.48
            ],
            [
              -98.66,
              33.47
            ],
            [
              -98.6,
              33.47
            ],
            [
              -98.58,
              33.45
            ],
            [
              -98.58,
              33.43
            ],
            [
              -98.56,
              33.39
            ],
            [
              -98.59,
              33.34
            ],
            [
              -98.61,
              33.34
            ],
            [
              -98.62,
              33.33
            ],
            [
              -98.66,
              33.35
            ],
            [
              -98.68,
              33.34
            ],
            [
              -98.7,
              33.34
            ],
            [
              -98.71,
              33.35
            ],
            [
              -98.71,
              33.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0584,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0584,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fd7d1534aebd41788a06c8d2bdf8c24e4441a5f8cea3b8b0c419202950629eea"
      },
      "receipt_sha256": "fd7d1534aebd41788a06c8d2bdf8c24e4441a5f8cea3b8b0c419202950629eea"
    },
    {
      "storm_id": "55730",
      "lat": 33.3122,
      "lon": -84.5233,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2390.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.5863
        },
        {
          "name": "alignment",
          "value": -1.7851
        },
        {
          "name": "tau",
          "value": 3.3856
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.058
      },
      "coherence_score": 3.385610818862915,
      "coherence_diagnostics": {
        "tau": 3.385610818862915,
        "grad_tau": 0.24328160285949707,
        "torsion": 0.0,
        "alignment": -1.7850885391235352,
        "S_field": 1.043809175491333,
        "Gamma_field": 0.27792686223983765,
        "S_over_Gamma": 3.755697250366211,
        "Da": 16.155622482299805,
        "E_coh": 0.961014986038208,
        "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": [
          [
            [
              -84.53,
              33.35
            ],
            [
              -84.5,
              33.35
            ],
            [
              -84.49,
              33.33
            ],
            [
              -84.5,
              33.32
            ],
            [
              -84.5,
              33.28
            ],
            [
              -84.54,
              33.26
            ],
            [
              -84.56,
              33.28
            ],
            [
              -84.56,
              33.29
            ],
            [
              -84.53,
              33.35
            ]
          ]
        ]
      },
      "raw_probability": 0.058,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "728bcc7d5c0f3728de3fa536031fbcf46b145647b8a6ef62d1b10c891099f4f1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.058,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86657f5cd93277fb6b297ea3a4c95b01566578afabd4069427da74948d4448f3"
      },
      "receipt_sha256": "86657f5cd93277fb6b297ea3a4c95b01566578afabd4069427da74948d4448f3"
    },
    {
      "storm_id": "56652",
      "lat": 42.3544,
      "lon": -106.7411,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 493.0,
      "ebshear": 23.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9613
        },
        {
          "name": "alignment",
          "value": -0.3184
        },
        {
          "name": "tau",
          "value": 0.8051
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 0.8050878047943115,
      "coherence_diagnostics": {
        "tau": 0.8050878047943115,
        "grad_tau": 0.07962394505739212,
        "torsion": 0.0,
        "alignment": -0.3183625638484955,
        "S_field": 0.19272619485855103,
        "Gamma_field": 0.3812601864337921,
        "S_over_Gamma": 0.5054978132247925,
        "Da": 22.402467727661133,
        "E_coh": 0.7880797982215881,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.76,
              42.4
            ],
            [
              -106.71,
              42.4
            ],
            [
              -106.69,
              42.38
            ],
            [
              -106.69,
              42.32
            ],
            [
              -106.73,
              42.3
            ],
            [
              -106.75,
              42.3
            ],
            [
              -106.79,
              42.33
            ],
            [
              -106.79,
              42.36
            ],
            [
              -106.76,
              42.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0574,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0574,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "643ad47d1384c02c1e5317c3face977b523487fefae164f1a185b5511afb34d3"
      },
      "receipt_sha256": "643ad47d1384c02c1e5317c3face977b523487fefae164f1a185b5511afb34d3"
    },
    {
      "storm_id": "55797",
      "lat": 37.3354,
      "lon": -113.2865,
      "motion_east": 3.8,
      "motion_south": 3.6,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 897.0,
      "ebshear": 16.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4613
        },
        {
          "name": "alignment",
          "value": -1.1911
        },
        {
          "name": "tau",
          "value": 0.3208
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 0.32076913118362427,
      "coherence_diagnostics": {
        "tau": 0.32076913118362427,
        "grad_tau": 0.05148337036371231,
        "torsion": 0.0,
        "alignment": -1.1910744905471802,
        "S_field": 0.20545020699501038,
        "Gamma_field": 0.5579268336296082,
        "S_over_Gamma": 0.368238627910614,
        "Da": 35.18364715576172,
        "E_coh": 0.8525262475013733,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.31,
              37.45
            ],
            [
              -113.26,
              37.45
            ],
            [
              -113.24,
              37.43
            ],
            [
              -113.23,
              37.43
            ],
            [
              -113.21,
              37.41
            ],
            [
              -113.21,
              37.38
            ],
            [
              -113.18,
              37.35
            ],
            [
              -113.18,
              37.34
            ],
            [
              -113.2,
              37.34
            ],
            [
              -113.22,
              37.32
            ],
            [
              -113.23,
              37.28
            ],
            [
              -113.26,
              37.27
            ],
            [
              -113.29,
              37.24
            ],
            [
              -113.3,
              37.24
            ],
            [
              -113.31,
              37.22
            ],
            [
              -113.32,
              37.23
            ],
            [
              -113.35,
              37.23
            ],
            [
              -113.36,
              37.24
            ],
            [
              -113.36,
              37.27
            ],
            [
              -113.34,
              37.29
            ],
            [
              -113.34,
              37.3
            ],
            [
              -113.37,
              37.34
            ],
            [
              -113.37,
              37.39
            ],
            [
              -113.35,
              37.41
            ],
            [
              -113.35,
              37.42
            ],
            [
              -113.31,
              37.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0568,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0568,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29f7a50e59c76c639afe3ebc75f17dac2fb5586f4d42516d775c111fc51e2944"
      },
      "receipt_sha256": "29f7a50e59c76c639afe3ebc75f17dac2fb5586f4d42516d775c111fc51e2944"
    },
    {
      "storm_id": "56279",
      "lat": 29.8394,
      "lon": -108.6163,
      "motion_east": -2.0,
      "motion_south": 1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2600.0,
      "ebshear": 16.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 1.26,
      "flash_rate": 44.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4613
        },
        {
          "name": "alignment",
          "value": 0.207
        },
        {
          "name": "tau",
          "value": 1.8494
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0564
      },
      "coherence_score": 1.8493962287902832,
      "coherence_diagnostics": {
        "tau": 1.8493962287902832,
        "grad_tau": 0.4501684606075287,
        "torsion": 0.0,
        "alignment": 0.20699061453342438,
        "S_field": 1.5538614988327026,
        "Gamma_field": 0.40542685985565186,
        "S_over_Gamma": 3.832655429840088,
        "Da": 25.213287353515625,
        "E_coh": 1.0138113498687744,
        "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": [
          [
            [
              -108.65,
              29.93
            ],
            [
              -108.58,
              29.93
            ],
            [
              -108.54,
              29.91
            ],
            [
              -108.51,
              29.87
            ],
            [
              -108.52,
              29.83
            ],
            [
              -108.55,
              29.8
            ],
            [
              -108.55,
              29.79
            ],
            [
              -108.6,
              29.75
            ],
            [
              -108.63,
              29.75
            ],
            [
              -108.65,
              29.77
            ],
            [
              -108.66,
              29.77
            ],
            [
              -108.68,
              29.79
            ],
            [
              -108.7,
              29.83
            ],
            [
              -108.7,
              29.88
            ],
            [
              -108.69,
              29.9
            ],
            [
              -108.65,
              29.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0564,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "dae9878ca777daead379f58a2af7792747117cffd3990e4d410a4b449e7a8489",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0564,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3aa93ffc46fced37019296ae439f43f0f5b22e75ede590be3c853b3d2d1fd426"
      },
      "receipt_sha256": "3aa93ffc46fced37019296ae439f43f0f5b22e75ede590be3c853b3d2d1fd426"
    },
    {
      "storm_id": "56739",
      "lat": 42.6573,
      "lon": -109.0891,
      "motion_east": 6.0,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1094.0,
      "ebshear": 14.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2113
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 0.6523
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 0.6523463129997253,
      "coherence_diagnostics": {
        "tau": 0.6523463129997253,
        "grad_tau": 0.09639070928096771,
        "torsion": 0.0,
        "alignment": 0.8994576334953308,
        "S_field": 0.30941787362098694,
        "Gamma_field": 0.4312601685523987,
        "S_over_Gamma": 0.7174738049507141,
        "Da": 25.646751403808594,
        "E_coh": 0.9107792973518372,
        "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": [
          [
            [
              -109.11,
              42.69
            ],
            [
              -109.06,
              42.69
            ],
            [
              -109.04,
              42.67
            ],
            [
              -109.04,
              42.65
            ],
            [
              -109.05,
              42.64
            ],
            [
              -109.09,
              42.64
            ],
            [
              -109.1,
              42.63
            ],
            [
              -109.12,
              42.63
            ],
            [
              -109.13,
              42.64
            ],
            [
              -109.13,
              42.66
            ],
            [
              -109.11,
              42.69
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.056,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "805b152e5eb879e0137b6ac2f2efe66a992c6b064f9652d7fe423bacc649a8f8"
      },
      "receipt_sha256": "805b152e5eb879e0137b6ac2f2efe66a992c6b064f9652d7fe423bacc649a8f8"
    },
    {
      "storm_id": "56773",
      "lat": 37.58,
      "lon": -112.382,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 611.0,
      "ebshear": 13.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7113
        },
        {
          "name": "alignment",
          "value": -0.6294
        },
        {
          "name": "tau",
          "value": 0.3162
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 0.3162469267845154,
      "coherence_diagnostics": {
        "tau": 0.3162469267845154,
        "grad_tau": 0.0700216218829155,
        "torsion": 0.0,
        "alignment": -0.6293548345565796,
        "S_field": 0.152427077293396,
        "Gamma_field": 0.6054268479347229,
        "S_over_Gamma": 0.25176796317100525,
        "Da": 38.8282356262207,
        "E_coh": 0.5032855868339539,
        "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": [
          [
            [
              -112.38,
              37.61
            ],
            [
              -112.37,
              37.6
            ],
            [
              -112.35,
              37.61
            ],
            [
              -112.34,
              37.6
            ],
            [
              -112.34,
              37.56
            ],
            [
              -112.38,
              37.54
            ],
            [
              -112.42,
              37.54
            ],
            [
              -112.43,
              37.55
            ],
            [
              -112.43,
              37.58
            ],
            [
              -112.38,
              37.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0559,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67e136a8874fcc6b72c355855375476095b0d2bdfa97e6102539065b2e06fa9e"
      },
      "receipt_sha256": "67e136a8874fcc6b72c355855375476095b0d2bdfa97e6102539065b2e06fa9e"
    },
    {
      "storm_id": "56474",
      "lat": 38.8827,
      "lon": -108.6836,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1054.0,
      "ebshear": 15.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7113
        },
        {
          "name": "alignment",
          "value": 0.3026
        },
        {
          "name": "tau",
          "value": 0.5345
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 0.5344834327697754,
      "coherence_diagnostics": {
        "tau": 0.5344834327697754,
        "grad_tau": 0.04504449665546417,
        "torsion": 0.0,
        "alignment": 0.30263203382492065,
        "S_field": 0.11910418421030045,
        "Gamma_field": 0.5845935344696045,
        "S_over_Gamma": 0.20373845100402832,
        "Da": 35.35899353027344,
        "E_coh": 0.9097703099250793,
        "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": [
          [
            [
              -108.71,
              38.93
            ],
            [
              -108.65,
              38.93
            ],
            [
              -108.63,
              38.89
            ],
            [
              -108.63,
              38.87
            ],
            [
              -108.65,
              38.83
            ],
            [
              -108.69,
              38.83
            ],
            [
              -108.71,
              38.85
            ],
            [
              -108.71,
              38.87
            ],
            [
              -108.72,
              38.88
            ],
            [
              -108.71,
              38.9
            ],
            [
              -108.71,
              38.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0556,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d7aec87441e8a2f7cd9d3ad7fde9004ed259f391cc1ac78af0e45731a7d65ce"
      },
      "receipt_sha256": "7d7aec87441e8a2f7cd9d3ad7fde9004ed259f391cc1ac78af0e45731a7d65ce"
    },
    {
      "storm_id": "56772",
      "lat": 39.5017,
      "lon": -109.3883,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1044.0,
      "ebshear": 13.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9613
        },
        {
          "name": "alignment",
          "value": -0.5211
        },
        {
          "name": "tau",
          "value": 0.6476
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0555
      },
      "coherence_score": 0.6475909948348999,
      "coherence_diagnostics": {
        "tau": 0.6475909948348999,
        "grad_tau": 0.04605641961097717,
        "torsion": 0.0,
        "alignment": -0.5210644006729126,
        "S_field": 0.334957093000412,
        "Gamma_field": 0.45126020908355713,
        "S_over_Gamma": 0.7422704100608826,
        "Da": 27.95636749267578,
        "E_coh": 0.835972011089325,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.44,
              39.54
            ],
            [
              -109.43,
              39.54
            ],
            [
              -109.42,
              39.54
            ],
            [
              -109.41,
              39.54
            ],
            [
              -109.4,
              39.54
            ],
            [
              -109.39,
              39.53
            ],
            [
              -109.38,
              39.53
            ],
            [
              -109.37,
              39.53
            ],
            [
              -109.36,
              39.53
            ],
            [
              -109.35,
              39.53
            ],
            [
              -109.35,
              39.52
            ],
            [
              -109.35,
              39.51
            ],
            [
              -109.36,
              39.5
            ],
            [
              -109.37,
              39.49
            ],
            [
              -109.36,
              39.48
            ],
            [
              -109.35,
              39.47
            ],
            [
              -109.34,
              39.46
            ],
            [
              -109.34,
              39.45
            ],
            [
              -109.35,
              39.45
            ],
            [
              -109.36,
              39.45
            ],
            [
              -109.37,
              39.45
            ],
            [
              -109.37,
              39.46
            ],
            [
              -109.37,
              39.47
            ],
            [
              -109.36,
              39.48
            ],
            [
              -109.37,
              39.49
            ],
            [
              -109.38,
              39.5
            ],
            [
              -109.39,
              39.5
            ],
            [
              -109.4,
              39.5
            ],
            [
              -109.41,
              39.49
            ],
            [
              -109.42,
              39.49
            ],
            [
              -109.43,
              39.5
            ],
            [
              -109.44,
              39.5
            ],
            [
              -109.45,
              39.51
            ],
            [
              -109.45,
              39.52
            ],
            [
              -109.45,
              39.53
            ],
            [
              -109.44,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0555,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0555,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7fc583de9b51219780b023c505beffded621ccdcde32df89e94cc181b6b6c26c"
      },
      "receipt_sha256": "7fc583de9b51219780b023c505beffded621ccdcde32df89e94cc181b6b6c26c"
    },
    {
      "storm_id": "56009",
      "lat": 37.3708,
      "lon": -106.06,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 633.0,
      "ebshear": 15.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9613
        },
        {
          "name": "alignment",
          "value": -0.1628
        },
        {
          "name": "tau",
          "value": 0.6844
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 0.6844087839126587,
      "coherence_diagnostics": {
        "tau": 0.6844087839126587,
        "grad_tau": 0.10170185565948486,
        "torsion": 0.0,
        "alignment": -0.16280429065227509,
        "S_field": 0.21002018451690674,
        "Gamma_field": 0.4504268765449524,
        "S_over_Gamma": 0.46626922488212585,
        "Da": 26.208484649658203,
        "E_coh": 0.8807216286659241,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.09,
              37.42
            ],
            [
              -106.05,
              37.42
            ],
            [
              -106.04,
              37.41
            ],
            [
              -106.02,
              37.41
            ],
            [
              -105.99,
              37.37
            ],
            [
              -106.0,
              37.33
            ],
            [
              -106.02,
              37.32
            ],
            [
              -106.07,
              37.32
            ],
            [
              -106.08,
              37.33
            ],
            [
              -106.1,
              37.33
            ],
            [
              -106.11,
              37.34
            ],
            [
              -106.12,
              37.4
            ],
            [
              -106.09,
              37.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0548,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80cf8b020909c680fa3c79c31d82f59cf3174bb8721b5cb22ea5583e919dfb0b"
      },
      "receipt_sha256": "80cf8b020909c680fa3c79c31d82f59cf3174bb8721b5cb22ea5583e919dfb0b"
    },
    {
      "storm_id": "56775",
      "lat": 35.2556,
      "lon": -85.9756,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3261.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3363
        },
        {
          "name": "alignment",
          "value": -0.2295
        },
        {
          "name": "tau",
          "value": 1.4802
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 1.4801995754241943,
      "coherence_diagnostics": {
        "tau": 1.4801995754241943,
        "grad_tau": 0.49216365814208984,
        "torsion": 0.0,
        "alignment": -0.22945654392242432,
        "S_field": 0.08126118034124374,
        "Gamma_field": 0.3112601637840271,
        "S_over_Gamma": 0.2610715627670288,
        "Da": 17.659442901611328,
        "E_coh": 0.018023917451500893,
        "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": [
          [
            [
              -85.98,
              35.3
            ],
            [
              -85.93,
              35.29
            ],
            [
              -85.93,
              35.27
            ],
            [
              -85.94,
              35.27
            ],
            [
              -85.95,
              35.25
            ],
            [
              -85.92,
              35.23
            ],
            [
              -85.95,
              35.23
            ],
            [
              -85.96,
              35.22
            ],
            [
              -85.99,
              35.22
            ],
            [
              -86.02,
              35.24
            ],
            [
              -86.04,
              35.23
            ],
            [
              -86.04,
              35.25
            ],
            [
              -86.01,
              35.24
            ],
            [
              -85.98,
              35.27
            ],
            [
              -85.99,
              35.28
            ],
            [
              -85.98,
              35.3
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0547,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f84ffab5707bc6a2388b288dad7010fbbf763b3e30c9793e7f6a5675e6fe3d3f"
      },
      "receipt_sha256": "f84ffab5707bc6a2388b288dad7010fbbf763b3e30c9793e7f6a5675e6fe3d3f"
    },
    {
      "storm_id": "56777",
      "lat": 32.9555,
      "lon": -106.6918,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 775.0,
      "ebshear": 7.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5863
        },
        {
          "name": "alignment",
          "value": -2.4297
        },
        {
          "name": "tau",
          "value": 1.0742
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 1.0742287635803223,
      "coherence_diagnostics": {
        "tau": 1.0742287635803223,
        "grad_tau": 0.2504756450653076,
        "torsion": 0.0,
        "alignment": -2.429675340652466,
        "S_field": 0.19377447664737701,
        "Gamma_field": 0.4337601661682129,
        "S_over_Gamma": 0.446731835603714,
        "Da": 28.41388511657715,
        "E_coh": 0.7544103860855103,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.7,
              32.99
            ],
            [
              -106.68,
              32.97
            ],
            [
              -106.67,
              32.97
            ],
            [
              -106.67,
              32.95
            ],
            [
              -106.65,
              32.94
            ],
            [
              -106.68,
              32.93
            ],
            [
              -106.72,
              32.9
            ],
            [
              -106.72,
              32.94
            ],
            [
              -106.71,
              32.95
            ],
            [
              -106.71,
              32.98
            ],
            [
              -106.7,
              32.99
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0547,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f84ffab5707bc6a2388b288dad7010fbbf763b3e30c9793e7f6a5675e6fe3d3f"
      },
      "receipt_sha256": "f84ffab5707bc6a2388b288dad7010fbbf763b3e30c9793e7f6a5675e6fe3d3f"
    },
    {
      "storm_id": "56781",
      "lat": 24.8757,
      "lon": -78.9857,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3202.0,
      "ebshear": 10.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9613
        },
        {
          "name": "alignment",
          "value": 1.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5211577415466309,
        "torsion": 0.0,
        "alignment": 1.7535018920898438,
        "S_field": 0.7541369199752808,
        "Gamma_field": 0.27542686462402344,
        "S_over_Gamma": 2.7380659580230713,
        "Da": 16.744056701660156,
        "E_coh": 0.9608226418495178,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.98,
              24.94
            ],
            [
              -78.96,
              24.93
            ],
            [
              -78.96,
              24.91
            ],
            [
              -78.97,
              24.9
            ],
            [
              -78.97,
              24.86
            ],
            [
              -78.96,
              24.85
            ],
            [
              -78.97,
              24.84
            ],
            [
              -78.97,
              24.82
            ],
            [
              -78.98,
              24.81
            ],
            [
              -78.99,
              24.82
            ],
            [
              -79.05,
              24.82
            ],
            [
              -79.04,
              24.9
            ],
            [
              -79.02,
              24.92
            ],
            [
              -78.98,
              24.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0545,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14512b0210519b31912d79cdf93bfec23d3ffb6cc75ea81ffe9d852ff07ec1b2"
      },
      "receipt_sha256": "14512b0210519b31912d79cdf93bfec23d3ffb6cc75ea81ffe9d852ff07ec1b2"
    },
    {
      "storm_id": "56718",
      "lat": 36.409,
      "lon": -113.135,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 506.0,
      "ebshear": 11.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3363
        },
        {
          "name": "alignment",
          "value": -2.1833
        },
        {
          "name": "tau",
          "value": 0.218
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 0.217951238155365,
      "coherence_diagnostics": {
        "tau": 0.217951238155365,
        "grad_tau": 0.008179525844752789,
        "torsion": 0.0,
        "alignment": -2.1832962036132812,
        "S_field": 0.05581503361463547,
        "Gamma_field": 0.5579268932342529,
        "S_over_Gamma": 0.10004004836082458,
        "Da": 35.38050842285156,
        "E_coh": 0.4283282458782196,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.15,
              36.44
            ],
            [
              -113.12,
              36.44
            ],
            [
              -113.09,
              36.42
            ],
            [
              -113.09,
              36.38
            ],
            [
              -113.1,
              36.37
            ],
            [
              -113.16,
              36.38
            ],
            [
              -113.17,
              36.39
            ],
            [
              -113.16,
              36.4
            ],
            [
              -113.16,
              36.43
            ],
            [
              -113.15,
              36.44
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0544,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1168801370a0f0aef6524af725481ba676741a89b3ff8f1d011619264f05425e"
      },
      "receipt_sha256": "1168801370a0f0aef6524af725481ba676741a89b3ff8f1d011619264f05425e"
    },
    {
      "storm_id": "56740",
      "lat": 42.6164,
      "lon": -109.32,
      "motion_east": 6.3,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 639.0,
      "ebshear": 11.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2113
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 0.6523
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 0.6523463129997253,
      "coherence_diagnostics": {
        "tau": 0.6523463129997253,
        "grad_tau": 0.09639070928096771,
        "torsion": 0.0,
        "alignment": 0.8994576334953308,
        "S_field": 0.30941787362098694,
        "Gamma_field": 0.4312601685523987,
        "S_over_Gamma": 0.7174738049507141,
        "Da": 25.646751403808594,
        "E_coh": 0.9107792973518372,
        "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": [
          [
            [
              -109.34,
              42.65
            ],
            [
              -109.31,
              42.65
            ],
            [
              -109.29,
              42.63
            ],
            [
              -109.29,
              42.59
            ],
            [
              -109.28,
              42.58
            ],
            [
              -109.31,
              42.58
            ],
            [
              -109.33,
              42.6
            ],
            [
              -109.34,
              42.6
            ],
            [
              -109.35,
              42.62
            ],
            [
              -109.34,
              42.63
            ],
            [
              -109.34,
              42.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0543,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b002a428b89c120974e39716cf856136445082450fab5d9e5e974dbc0beb27c"
      },
      "receipt_sha256": "7b002a428b89c120974e39716cf856136445082450fab5d9e5e974dbc0beb27c"
    },
    {
      "storm_id": "56632",
      "lat": 34.1492,
      "lon": -105.8342,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 539.0,
      "ebshear": 9.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0863
        },
        {
          "name": "alignment",
          "value": -0.0262
        },
        {
          "name": "tau",
          "value": 0.9025
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 0.9024854898452759,
      "coherence_diagnostics": {
        "tau": 0.9024854898452759,
        "grad_tau": 0.1269397884607315,
        "torsion": 0.0,
        "alignment": -0.026215914636850357,
        "S_field": 0.24402384459972382,
        "Gamma_field": 0.3137601912021637,
        "S_over_Gamma": 0.7777400016784668,
        "Da": 20.131391525268555,
        "E_coh": 0.7820926308631897,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.82,
              34.2
            ],
            [
              -105.79,
              34.17
            ],
            [
              -105.79,
              34.12
            ],
            [
              -105.8,
              34.12
            ],
            [
              -105.81,
              34.1
            ],
            [
              -105.82,
              34.11
            ],
            [
              -105.87,
              34.11
            ],
            [
              -105.89,
              34.13
            ],
            [
              -105.89,
              34.15
            ],
            [
              -105.87,
              34.19
            ],
            [
              -105.84,
              34.19
            ],
            [
              -105.82,
              34.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0541,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f969b764b2c54103b0a317f7603a5782d749612a06f6aa5b359b39f32920091"
      },
      "receipt_sha256": "7f969b764b2c54103b0a317f7603a5782d749612a06f6aa5b359b39f32920091"
    },
    {
      "storm_id": "56746",
      "lat": 40.0858,
      "lon": -105.4917,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 486.0,
      "ebshear": 18.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4613
        },
        {
          "name": "alignment",
          "value": 0.6452
        },
        {
          "name": "tau",
          "value": 0.6509
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0538
      },
      "coherence_score": 0.6509053707122803,
      "coherence_diagnostics": {
        "tau": 0.6509053707122803,
        "grad_tau": 0.040945786982774734,
        "torsion": 0.0,
        "alignment": 0.6452134251594543,
        "S_field": 0.1320025771856308,
        "Gamma_field": 0.4845935106277466,
        "S_over_Gamma": 0.27239856123924255,
        "Da": 28.790245056152344,
        "E_coh": 0.8272981643676758,
        "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": [
          [
            [
              -105.5,
              40.12
            ],
            [
              -105.48,
              40.12
            ],
            [
              -105.47,
              40.11
            ],
            [
              -105.47,
              40.08
            ],
            [
              -105.46,
              40.07
            ],
            [
              -105.46,
              40.05
            ],
            [
              -105.47,
              40.04
            ],
            [
              -105.52,
              40.04
            ],
            [
              -105.53,
              40.06
            ],
            [
              -105.53,
              40.11
            ],
            [
              -105.51,
              40.11
            ],
            [
              -105.5,
              40.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0538,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d973d78f22c14c1b781411a5a125978de66134aa3a57440f4fbd79380a587611",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0538,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c519d1d27a8c7f78098516824bfa1d3c19e91abacdac6a5928af7bc7df4f9554"
      },
      "receipt_sha256": "c519d1d27a8c7f78098516824bfa1d3c19e91abacdac6a5928af7bc7df4f9554"
    },
    {
      "storm_id": "56751",
      "lat": 36.795,
      "lon": -111.367,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 443.0,
      "ebshear": 6.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7113
        },
        {
          "name": "alignment",
          "value": -0.7023
        },
        {
          "name": "tau",
          "value": 0.2584
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 0.2583681046962738,
      "coherence_diagnostics": {
        "tau": 0.2583681046962738,
        "grad_tau": 0.07114260643720627,
        "torsion": 0.0,
        "alignment": -0.7022774815559387,
        "S_field": 0.06678237020969391,
        "Gamma_field": 0.9870935082435608,
        "S_over_Gamma": 0.06765556335449219,
        "Da": 61.657474517822266,
        "E_coh": 0.12065362185239792,
        "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": [
          [
            [
              -111.37,
              36.83
            ],
            [
              -111.36,
              36.82
            ],
            [
              -111.34,
              36.82
            ],
            [
              -111.34,
              36.76
            ],
            [
              -111.35,
              36.75
            ],
            [
              -111.38,
              36.76
            ],
            [
              -111.38,
              36.78
            ],
            [
              -111.39,
              36.79
            ],
            [
              -111.39,
              36.81
            ],
            [
              -111.37,
              36.83
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0537,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a3420938f279a7acf5c06a9a422b6a23073f925421e42cff13fe21a6dc2da2d"
      },
      "receipt_sha256": "7a3420938f279a7acf5c06a9a422b6a23073f925421e42cff13fe21a6dc2da2d"
    },
    {
      "storm_id": "56765",
      "lat": 41.885,
      "lon": -106.5962,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 565.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.0863
        },
        {
          "name": "alignment",
          "value": 1.5165
        },
        {
          "name": "tau",
          "value": 0.8246
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 0.8245917558670044,
      "coherence_diagnostics": {
        "tau": 0.8245917558670044,
        "grad_tau": 0.07788615673780441,
        "torsion": 0.0,
        "alignment": 1.5164520740509033,
        "S_field": 0.6150073409080505,
        "Gamma_field": 0.3504268527030945,
        "S_over_Gamma": 1.75502347946167,
        "Da": 21.21715545654297,
        "E_coh": 0.9043279886245728,
        "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": [
          [
            [
              -106.6,
              41.95
            ],
            [
              -106.56,
              41.94
            ],
            [
              -106.54,
              41.9
            ],
            [
              -106.54,
              41.88
            ],
            [
              -106.56,
              41.85
            ],
            [
              -106.55,
              41.84
            ],
            [
              -106.57,
              41.85
            ],
            [
              -106.6,
              41.85
            ],
            [
              -106.62,
              41.83
            ],
            [
              -106.62,
              41.84
            ],
            [
              -106.64,
              41.86
            ],
            [
              -106.64,
              41.88
            ],
            [
              -106.63,
              41.89
            ],
            [
              -106.63,
              41.92
            ],
            [
              -106.64,
              41.93
            ],
            [
              -106.6,
              41.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0535,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5492d7a463ee170dcdc45e708bf4c1149eb56881bbc71fb72fcc970c67d94e63"
      },
      "receipt_sha256": "5492d7a463ee170dcdc45e708bf4c1149eb56881bbc71fb72fcc970c67d94e63"
    },
    {
      "storm_id": "56385",
      "lat": 46.0944,
      "lon": -110.2344,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 645.0,
      "ebshear": 20.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0863
        },
        {
          "name": "alignment",
          "value": 0.722
        },
        {
          "name": "tau",
          "value": 0.2999
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.299900621175766,
      "coherence_diagnostics": {
        "tau": 0.299900621175766,
        "grad_tau": 0.0540052093565464,
        "torsion": 0.0,
        "alignment": 0.7220369577407837,
        "S_field": 0.08249366283416748,
        "Gamma_field": 0.43042683601379395,
        "S_over_Gamma": 0.1916554868221283,
        "Da": 25.78085708618164,
        "E_coh": 0.6784924864768982,
        "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": [
          [
            [
              -110.24,
              46.13
            ],
            [
              -110.21,
              46.13
            ],
            [
              -110.19,
              46.11
            ],
            [
              -110.19,
              46.08
            ],
            [
              -110.22,
              46.05
            ],
            [
              -110.26,
              46.05
            ],
            [
              -110.28,
              46.07
            ],
            [
              -110.28,
              46.1
            ],
            [
              -110.24,
              46.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0529,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31e4364906dcdd38654e8eafeee4c495da7a01213ce57e0513dd8116ce8d438c"
      },
      "receipt_sha256": "31e4364906dcdd38654e8eafeee4c495da7a01213ce57e0513dd8116ce8d438c"
    },
    {
      "storm_id": "56587",
      "lat": 36.8038,
      "lon": -113.4485,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 654.0,
      "ebshear": 12.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0863
        },
        {
          "name": "alignment",
          "value": -0.2243
        },
        {
          "name": "tau",
          "value": 0.2418
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0522
      },
      "coherence_score": 0.2417987585067749,
      "coherence_diagnostics": {
        "tau": 0.2417987585067749,
        "grad_tau": 0.05222529172897339,
        "torsion": 0.0,
        "alignment": -0.2243097722530365,
        "S_field": 0.030005261301994324,
        "Gamma_field": 0.5312601923942566,
        "S_over_Gamma": 0.05647940933704376,
        "Da": 32.93247985839844,
        "E_coh": 0.3843640983104706,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.46,
              36.85
            ],
            [
              -113.42,
              36.83
            ],
            [
              -113.42,
              36.8
            ],
            [
              -113.4,
              36.79
            ],
            [
              -113.4,
              36.77
            ],
            [
              -113.41,
              36.78
            ],
            [
              -113.44,
              36.76
            ],
            [
              -113.48,
              36.76
            ],
            [
              -113.5,
              36.78
            ],
            [
              -113.48,
              36.8
            ],
            [
              -113.49,
              36.84
            ],
            [
              -113.47,
              36.84
            ],
            [
              -113.46,
              36.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0522,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0522,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d55f9297c224211cc7045667d48989d21a639be25f299549e88bc9662ef70a9c"
      },
      "receipt_sha256": "d55f9297c224211cc7045667d48989d21a639be25f299549e88bc9662ef70a9c"
    },
    {
      "storm_id": "56684",
      "lat": 38.8907,
      "lon": -103.6171,
      "motion_east": 6.6,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1030.0,
      "ebshear": 26.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0863
        },
        {
          "name": "alignment",
          "value": 0.5858
        },
        {
          "name": "tau",
          "value": 0.7845
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 0.7844500541687012,
      "coherence_diagnostics": {
        "tau": 0.7844500541687012,
        "grad_tau": 0.007518994156271219,
        "torsion": 0.0,
        "alignment": 0.5857976675033569,
        "S_field": 0.34129637479782104,
        "Gamma_field": 0.32459351420402527,
        "S_over_Gamma": 1.0514577627182007,
        "Da": 18.86945152282715,
        "E_coh": 0.8927980661392212,
        "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": [
          [
            [
              -103.65,
              38.94
            ],
            [
              -103.6,
              38.94
            ],
            [
              -103.59,
              38.92
            ],
            [
              -103.57,
              38.92
            ],
            [
              -103.56,
              38.88
            ],
            [
              -103.58,
              38.84
            ],
            [
              -103.61,
              38.84
            ],
            [
              -103.62,
              38.83
            ],
            [
              -103.64,
              38.84
            ],
            [
              -103.64,
              38.86
            ],
            [
              -103.65,
              38.87
            ],
            [
              -103.65,
              38.92
            ],
            [
              -103.63,
              38.93
            ],
            [
              -103.65,
              38.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0519,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0519,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae32aba0d07d5b7ba51f6c42cc654c297d5429cc3f4a8e5642b384fd4c2bfc0a"
      },
      "receipt_sha256": "ae32aba0d07d5b7ba51f6c42cc654c297d5429cc3f4a8e5642b384fd4c2bfc0a"
    },
    {
      "storm_id": "56769",
      "lat": 40.6313,
      "lon": -108.2375,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 582.0,
      "ebshear": 14.0,
      "srh01": 45.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8363
        },
        {
          "name": "alignment",
          "value": -0.2988
        },
        {
          "name": "tau",
          "value": 0.668
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 0.6679908037185669,
      "coherence_diagnostics": {
        "tau": 0.6679908037185669,
        "grad_tau": 0.01786741241812706,
        "torsion": 0.0,
        "alignment": -0.2987743616104126,
        "S_field": 0.3862733840942383,
        "Gamma_field": 0.40792685747146606,
        "S_over_Gamma": 0.946918249130249,
        "Da": 25.730825424194336,
        "E_coh": 0.9779176115989685,
        "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": [
          [
            [
              -108.27,
              40.66
            ],
            [
              -108.22,
              40.66
            ],
            [
              -108.2,
              40.65
            ],
            [
              -108.2,
              40.61
            ],
            [
              -108.21,
              40.6
            ],
            [
              -108.26,
              40.6
            ],
            [
              -108.27,
              40.61
            ],
            [
              -108.27,
              40.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0519,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0519,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae32aba0d07d5b7ba51f6c42cc654c297d5429cc3f4a8e5642b384fd4c2bfc0a"
      },
      "receipt_sha256": "ae32aba0d07d5b7ba51f6c42cc654c297d5429cc3f4a8e5642b384fd4c2bfc0a"
    },
    {
      "storm_id": "56071",
      "lat": 26.639,
      "lon": -82.115,
      "motion_east": 2.4,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3447.0,
      "ebshear": 24.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9613
        },
        {
          "name": "alignment",
          "value": 1.1964
        },
        {
          "name": "tau",
          "value": 2.0901
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 2.090052366256714,
      "coherence_diagnostics": {
        "tau": 2.090052366256714,
        "grad_tau": 0.6711146831512451,
        "torsion": 0.0,
        "alignment": 1.1963512897491455,
        "S_field": 0.6780985593795776,
        "Gamma_field": 0.22626017034053802,
        "S_over_Gamma": 2.996985912322998,
        "Da": 12.747466087341309,
        "E_coh": 0.9683964848518372,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.13,
              26.69
            ],
            [
              -82.09,
              26.68
            ],
            [
              -82.07,
              26.66
            ],
            [
              -82.07,
              26.6
            ],
            [
              -82.08,
              26.59
            ],
            [
              -82.13,
              26.59
            ],
            [
              -82.14,
              26.6
            ],
            [
              -82.15,
              26.64
            ],
            [
              -82.16,
              26.65
            ],
            [
              -82.13,
              26.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0512,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "550f8622ec36d1599aa1315490bc692fde1ccb3e6d2af6dd6800cfe43bdcf56a"
      },
      "receipt_sha256": "550f8622ec36d1599aa1315490bc692fde1ccb3e6d2af6dd6800cfe43bdcf56a"
    },
    {
      "storm_id": "56261",
      "lat": 25.0292,
      "lon": -81.9689,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3483.0,
      "ebshear": 15.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0863
        },
        {
          "name": "alignment",
          "value": 0.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2538740634918213,
        "torsion": 0.0,
        "alignment": 0.7535018920898438,
        "S_field": 0.3382953405380249,
        "Gamma_field": 0.38042688369750977,
        "S_over_Gamma": 0.8892519474029541,
        "Da": 22.44640350341797,
        "E_coh": 0.8986616134643555,
        "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": [
          [
            [
              -82.07,
              25.15
            ],
            [
              -82.06,
              25.15
            ],
            [
              -82.05,
              25.14
            ],
            [
              -82.04,
              25.13
            ],
            [
              -82.03,
              25.12
            ],
            [
              -82.02,
              25.11
            ],
            [
              -82.01,
              25.1
            ],
            [
              -82.0,
              25.1
            ],
            [
              -81.99,
              25.09
            ],
            [
              -81.98,
              25.08
            ],
            [
              -81.97,
              25.08
            ],
            [
              -81.97,
              25.07
            ],
            [
              -81.96,
              25.06
            ],
            [
              -81.96,
              25.05
            ],
            [
              -81.96,
              25.04
            ],
            [
              -81.96,
              25.03
            ],
            [
              -81.95,
              25.02
            ],
            [
              -81.94,
              25.01
            ],
            [
              -81.93,
              25.0
            ],
            [
              -81.92,
              24.99
            ],
            [
              -81.91,
              25.0
            ],
            [
              -81.91,
              25.01
            ],
            [
              -81.9,
              25.01
            ],
            [
              -81.89,
              25.0
            ],
            [
              -81.89,
              24.99
            ],
            [
              -81.89,
              24.98
            ],
            [
              -81.9,
              24.97
            ],
            [
              -81.9,
              24.96
            ],
            [
              -81.9,
              24.95
            ],
            [
              -81.89,
              24.94
            ],
            [
              -81.88,
              24.93
            ],
            [
              -81.88,
              24.92
            ],
            [
              -81.87,
              24.91
            ],
            [
              -81.88,
              24.91
            ],
            [
              -81.89,
              24.92
            ],
            [
              -81.9,
              24.93
            ],
            [
              -81.9,
              24.94
            ],
            [
              -81.9,
              24.95
            ],
            [
              -81.9,
              24.96
            ],
            [
              -81.91,
              24.97
            ],
            [
              -81.91,
              24.98
            ],
            [
              -81.92,
              24.99
            ],
            [
              -81.93,
              24.99
            ],
            [
              -81.94,
              24.99
            ],
            [
              -81.95,
              24.99
            ],
            [
              -81.96,
              25.0
            ],
            [
              -81.97,
              25.01
            ],
            [
              -81.98,
              25.02
            ],
            [
              -81.99,
              25.02
            ],
            [
              -82.0,
              25.03
            ],
            [
              -82.01,
              25.02
            ],
            [
              -82.02,
              25.02
            ],
            [
              -82.03,
              25.03
            ],
            [
              -82.04,
              25.04
            ],
            [
              -82.05,
              25.05
            ],
            [
              -82.05,
              25.06
            ],
            [
              -82.05,
              25.07
            ],
            [
              -82.06,
              25.08
            ],
            [
              -82.06,
              25.09
            ],
            [
              -82.06,
              25.1
            ],
            [
              -82.06,
              25.11
            ],
            [
              -82.07,
              25.12
            ],
            [
              -82.07,
              25.13
            ],
            [
              -82.07,
              25.14
            ],
            [
              -82.07,
              25.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0496,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "611427ea9799da4892b0e2f3f4f55b5df367340debebf1dbb34d06d17be0ac47"
      },
      "receipt_sha256": "611427ea9799da4892b0e2f3f4f55b5df367340debebf1dbb34d06d17be0ac47"
    },
    {
      "storm_id": "56715",
      "lat": 37.7,
      "lon": -105.4275,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 365.0,
      "ebshear": 11.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9613
        },
        {
          "name": "alignment",
          "value": -0.1628
        },
        {
          "name": "tau",
          "value": 0.6844
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.6844087839126587,
      "coherence_diagnostics": {
        "tau": 0.6844087839126587,
        "grad_tau": 0.10170185565948486,
        "torsion": 0.0,
        "alignment": -0.16280429065227509,
        "S_field": 0.21002018451690674,
        "Gamma_field": 0.4504268765449524,
        "S_over_Gamma": 0.46626922488212585,
        "Da": 26.208484649658203,
        "E_coh": 0.8807216286659241,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.43,
              37.74
            ],
            [
              -105.39,
              37.71
            ],
            [
              -105.39,
              37.69
            ],
            [
              -105.41,
              37.67
            ],
            [
              -105.45,
              37.66
            ],
            [
              -105.46,
              37.67
            ],
            [
              -105.46,
              37.72
            ],
            [
              -105.43,
              37.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0494,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "373c1804349c02530f8e49ef1a2e4cc76e4218f2a915e8dbb95e46847c45c562"
      },
      "receipt_sha256": "373c1804349c02530f8e49ef1a2e4cc76e4218f2a915e8dbb95e46847c45c562"
    },
    {
      "storm_id": "55736",
      "lat": 27.2283,
      "lon": -81.9221,
      "motion_east": -3.0,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2148.0,
      "ebshear": 23.0,
      "srh01": 26.0,
      "maxllaz": 0.009,
      "mesh": 0.43,
      "flash_rate": 41.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5863
        },
        {
          "name": "alignment",
          "value": 1.5937
        },
        {
          "name": "tau",
          "value": 2.5697
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 2.569650411605835,
      "coherence_diagnostics": {
        "tau": 2.569650411605835,
        "grad_tau": 0.3385188579559326,
        "torsion": 0.0,
        "alignment": 1.5936834812164307,
        "S_field": 0.8432180285453796,
        "Gamma_field": 0.2095935046672821,
        "S_over_Gamma": 4.023111343383789,
        "Da": 11.558568000793457,
        "E_coh": 0.956424355506897,
        "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": [
          [
            [
              -81.82,
              27.35
            ],
            [
              -81.8,
              27.34
            ],
            [
              -81.8,
              27.3
            ],
            [
              -81.83,
              27.27
            ],
            [
              -81.89,
              27.26
            ],
            [
              -81.91,
              27.24
            ],
            [
              -81.9,
              27.22
            ],
            [
              -81.84,
              27.19
            ],
            [
              -81.84,
              27.15
            ],
            [
              -81.89,
              27.12
            ],
            [
              -81.93,
              27.11
            ],
            [
              -81.95,
              27.09
            ],
            [
              -81.99,
              27.08
            ],
            [
              -82.02,
              27.11
            ],
            [
              -82.04,
              27.15
            ],
            [
              -82.04,
              27.17
            ],
            [
              -82.05,
              27.18
            ],
            [
              -82.04,
              27.24
            ],
            [
              -81.99,
              27.29
            ],
            [
              -81.98,
              27.29
            ],
            [
              -81.95,
              27.32
            ],
            [
              -81.95,
              27.33
            ],
            [
              -81.86,
              27.33
            ],
            [
              -81.82,
              27.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0488,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec849fef2904e780b4644d15d8d6667a0d38d7ca130fdee308fee0475a858f0d"
      },
      "receipt_sha256": "ec849fef2904e780b4644d15d8d6667a0d38d7ca130fdee308fee0475a858f0d"
    },
    {
      "storm_id": "56737",
      "lat": 43.2388,
      "lon": -110.665,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1039.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.4613
        },
        {
          "name": "alignment",
          "value": 2.0153
        },
        {
          "name": "tau",
          "value": 0.4944
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 0.4943755269050598,
      "coherence_diagnostics": {
        "tau": 0.4943755269050598,
        "grad_tau": 0.1334303617477417,
        "torsion": 0.0,
        "alignment": 2.01530122756958,
        "S_field": 0.0791221335530281,
        "Gamma_field": 0.3695935308933258,
        "S_over_Gamma": 0.21407878398895264,
        "Da": 21.71170997619629,
        "E_coh": 0.3850913643836975,
        "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": [
          [
            [
              -110.68,
              43.27
            ],
            [
              -110.63,
              43.27
            ],
            [
              -110.63,
              43.22
            ],
            [
              -110.65,
              43.2
            ],
            [
              -110.67,
              43.2
            ],
            [
              -110.69,
              43.22
            ],
            [
              -110.69,
              43.26
            ],
            [
              -110.68,
              43.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0488,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec849fef2904e780b4644d15d8d6667a0d38d7ca130fdee308fee0475a858f0d"
      },
      "receipt_sha256": "ec849fef2904e780b4644d15d8d6667a0d38d7ca130fdee308fee0475a858f0d"
    },
    {
      "storm_id": "56140",
      "lat": 33.72,
      "lon": -105.7327,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 818.0,
      "ebshear": 11.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0863
        },
        {
          "name": "alignment",
          "value": -0.0262
        },
        {
          "name": "tau",
          "value": 0.9025
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 0.9024854898452759,
      "coherence_diagnostics": {
        "tau": 0.9024854898452759,
        "grad_tau": 0.1269397884607315,
        "torsion": 0.0,
        "alignment": -0.026215914636850357,
        "S_field": 0.24402384459972382,
        "Gamma_field": 0.3137601912021637,
        "S_over_Gamma": 0.7777400016784668,
        "Da": 20.131391525268555,
        "E_coh": 0.7820926308631897,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.73,
              33.77
            ],
            [
              -105.7,
              33.77
            ],
            [
              -105.68,
              33.76
            ],
            [
              -105.67,
              33.75
            ],
            [
              -105.67,
              33.72
            ],
            [
              -105.68,
              33.7
            ],
            [
              -105.73,
              33.65
            ],
            [
              -105.75,
              33.65
            ],
            [
              -105.77,
              33.66
            ],
            [
              -105.78,
              33.68
            ],
            [
              -105.78,
              33.71
            ],
            [
              -105.79,
              33.72
            ],
            [
              -105.78,
              33.74
            ],
            [
              -105.75,
              33.75
            ],
            [
              -105.73,
              33.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0482,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "835521eb6ef7ef569fd14f8945b3cce5ff3d6054e03d06a503f91a47c649ad0a"
      },
      "receipt_sha256": "835521eb6ef7ef569fd14f8945b3cce5ff3d6054e03d06a503f91a47c649ad0a"
    },
    {
      "storm_id": "56455",
      "lat": 31.1778,
      "lon": -109.2611,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2030.0,
      "ebshear": 9.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.47,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2113
        },
        {
          "name": "alignment",
          "value": 0.7937
        },
        {
          "name": "tau",
          "value": 1.2887
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 1.288675308227539,
      "coherence_diagnostics": {
        "tau": 1.288675308227539,
        "grad_tau": 0.5981371402740479,
        "torsion": 3.0178624044197022e-09,
        "alignment": 0.7937133312225342,
        "S_field": 0.43140506744384766,
        "Gamma_field": 0.45042684674263,
        "S_over_Gamma": 0.9577694535255432,
        "Da": 28.567996978759766,
        "E_coh": 0.9296123385429382,
        "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": [
          [
            [
              -109.26,
              31.2
            ],
            [
              -109.24,
              31.2
            ],
            [
              -109.23,
              31.19
            ],
            [
              -109.23,
              31.14
            ],
            [
              -109.28,
              31.14
            ],
            [
              -109.29,
              31.15
            ],
            [
              -109.29,
              31.19
            ],
            [
              -109.27,
              31.19
            ],
            [
              -109.26,
              31.2
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.048,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3bedd6205934832741c62852a40b239538fdaf7e0ba69bbdbaccf87d6840120a"
      },
      "receipt_sha256": "3bedd6205934832741c62852a40b239538fdaf7e0ba69bbdbaccf87d6840120a"
    },
    {
      "storm_id": "56759",
      "lat": 24.9071,
      "lon": -79.1429,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2999.0,
      "ebshear": 10.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9613
        },
        {
          "name": "alignment",
          "value": 1.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5211577415466309,
        "torsion": 0.0,
        "alignment": 1.7535018920898438,
        "S_field": 0.7541369199752808,
        "Gamma_field": 0.27542686462402344,
        "S_over_Gamma": 2.7380659580230713,
        "Da": 16.744056701660156,
        "E_coh": 0.9608226418495178,
        "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": [
          [
            [
              -79.15,
              24.94
            ],
            [
              -79.14,
              24.93
            ],
            [
              -79.1,
              24.93
            ],
            [
              -79.1,
              24.85
            ],
            [
              -79.18,
              24.84
            ],
            [
              -79.18,
              24.92
            ],
            [
              -79.15,
              24.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0475,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9048dcb284d67fd52778ce83c237ed7e5202c69eacd2143c48a089f5cb80ddd7"
      },
      "receipt_sha256": "9048dcb284d67fd52778ce83c237ed7e5202c69eacd2143c48a089f5cb80ddd7"
    },
    {
      "storm_id": "56782",
      "lat": 24.211,
      "lon": -79.422,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2754.0,
      "ebshear": 12.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9613
        },
        {
          "name": "alignment",
          "value": 1.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0474
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5211577415466309,
        "torsion": 0.0,
        "alignment": 1.7535018920898438,
        "S_field": 0.7541369199752808,
        "Gamma_field": 0.27542686462402344,
        "S_over_Gamma": 2.7380659580230713,
        "Da": 16.744056701660156,
        "E_coh": 0.9608226418495178,
        "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": [
          [
            [
              -79.41,
              24.25
            ],
            [
              -79.39,
              24.24
            ],
            [
              -79.39,
              24.21
            ],
            [
              -79.4,
              24.19
            ],
            [
              -79.41,
              24.18
            ],
            [
              -79.45,
              24.18
            ],
            [
              -79.46,
              24.19
            ],
            [
              -79.45,
              24.2
            ],
            [
              -79.45,
              24.22
            ],
            [
              -79.41,
              24.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0474,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0474,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1bd580e8a9723613abb439530cc4211ae0ee062ce38b2b7527b5657138d691b"
      },
      "receipt_sha256": "f1bd580e8a9723613abb439530cc4211ae0ee062ce38b2b7527b5657138d691b"
    },
    {
      "storm_id": "56598",
      "lat": 25.0014,
      "lon": -78.0043,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3102.0,
      "ebshear": 13.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.41,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4613
        },
        {
          "name": "alignment",
          "value": 3.1285
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5071625709533691,
        "torsion": 0.0,
        "alignment": 3.1285018920898438,
        "S_field": 0.6985095739364624,
        "Gamma_field": 0.3479268550872803,
        "S_over_Gamma": 2.0076334476470947,
        "Da": 21.72283363342285,
        "E_coh": 0.9611518383026123,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.97,
              25.06
            ],
            [
              -77.96,
              25.06
            ],
            [
              -77.96,
              24.96
            ],
            [
              -77.98,
              24.94
            ],
            [
              -78.0,
              24.96
            ],
            [
              -78.03,
              24.96
            ],
            [
              -78.04,
              24.95
            ],
            [
              -78.05,
              24.96
            ],
            [
              -78.05,
              25.0
            ],
            [
              -78.04,
              25.01
            ],
            [
              -78.04,
              25.03
            ],
            [
              -78.0,
              25.02
            ],
            [
              -77.97,
              25.05
            ],
            [
              -77.97,
              25.06
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0472,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2dee2eef3c86b47deb07d3f8cfe8e05405d7e987cfc474848885f1f97a69fc97"
      },
      "receipt_sha256": "2dee2eef3c86b47deb07d3f8cfe8e05405d7e987cfc474848885f1f97a69fc97"
    },
    {
      "storm_id": "56082",
      "lat": 39.8484,
      "lon": -104.9976,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1387.0,
      "ebshear": 24.0,
      "srh01": 35.0,
      "maxllaz": 0.005,
      "mesh": 0.23,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9613
        },
        {
          "name": "alignment",
          "value": 1.8346
        },
        {
          "name": "tau",
          "value": 0.6936
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0468
      },
      "coherence_score": 0.693580150604248,
      "coherence_diagnostics": {
        "tau": 0.693580150604248,
        "grad_tau": 0.0694575309753418,
        "torsion": 0.0,
        "alignment": 1.834560751914978,
        "S_field": 0.16346105933189392,
        "Gamma_field": 0.48126018047332764,
        "S_over_Gamma": 0.3396521508693695,
        "Da": 28.56402587890625,
        "E_coh": 0.8274982571601868,
        "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": [
          [
            [
              -105.1,
              39.95
            ],
            [
              -105.09,
              39.94
            ],
            [
              -105.07,
              39.94
            ],
            [
              -105.07,
              39.93
            ],
            [
              -105.04,
              39.89
            ],
            [
              -104.98,
              39.9
            ],
            [
              -104.92,
              39.94
            ],
            [
              -104.87,
              39.93
            ],
            [
              -104.83,
              39.9
            ],
            [
              -104.83,
              39.89
            ],
            [
              -104.81,
              39.87
            ],
            [
              -104.81,
              39.84
            ],
            [
              -104.83,
              39.82
            ],
            [
              -104.83,
              39.81
            ],
            [
              -104.85,
              39.8
            ],
            [
              -104.91,
              39.81
            ],
            [
              -104.91,
              39.82
            ],
            [
              -104.93,
              39.84
            ],
            [
              -104.95,
              39.84
            ],
            [
              -105.01,
              39.81
            ],
            [
              -105.02,
              39.8
            ],
            [
              -105.01,
              39.78
            ],
            [
              -105.01,
              39.75
            ],
            [
              -105.04,
              39.73
            ],
            [
              -105.06,
              39.73
            ],
            [
              -105.09,
              39.76
            ],
            [
              -105.09,
              39.78
            ],
            [
              -105.06,
              39.82
            ],
            [
              -105.06,
              39.83
            ],
            [
              -105.04,
              39.83
            ],
            [
              -105.03,
              39.85
            ],
            [
              -105.04,
              39.86
            ],
            [
              -105.08,
              39.86
            ],
            [
              -105.1,
              39.84
            ],
            [
              -105.14,
              39.84
            ],
            [
              -105.15,
              39.85
            ],
            [
              -105.15,
              39.91
            ],
            [
              -105.1,
              39.95
            ]
          ]
        ]
      },
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0468,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33f30cfe463785199aa7ba52d0e7d32c7a7e5f14aae443827a80a74d60895a58"
      },
      "receipt_sha256": "33f30cfe463785199aa7ba52d0e7d32c7a7e5f14aae443827a80a74d60895a58"
    },
    {
      "storm_id": "56760",
      "lat": 24.513,
      "lon": -79.242,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2561.0,
      "ebshear": 13.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9613
        },
        {
          "name": "alignment",
          "value": 1.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5211577415466309,
        "torsion": 0.0,
        "alignment": 1.7535018920898438,
        "S_field": 0.7541369199752808,
        "Gamma_field": 0.27542686462402344,
        "S_over_Gamma": 2.7380659580230713,
        "Da": 16.744056701660156,
        "E_coh": 0.9608226418495178,
        "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": [
          [
            [
              -79.28,
              24.56
            ],
            [
              -79.22,
              24.56
            ],
            [
              -79.19,
              24.51
            ],
            [
              -79.19,
              24.48
            ],
            [
              -79.21,
              24.47
            ],
            [
              -79.25,
              24.48
            ],
            [
              -79.25,
              24.49
            ],
            [
              -79.27,
              24.5
            ],
            [
              -79.28,
              24.52
            ],
            [
              -79.28,
              24.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0466,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64b701f26c7ea43384c6b605e5cfa0cb4ae7e94167be422d94b7b389e548ceaa"
      },
      "receipt_sha256": "64b701f26c7ea43384c6b605e5cfa0cb4ae7e94167be422d94b7b389e548ceaa"
    },
    {
      "storm_id": "56320",
      "lat": 31.778,
      "lon": -109.962,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1939.0,
      "ebshear": 11.0,
      "srh01": 24.0,
      "maxllaz": 0.005,
      "mesh": 0.59,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8363
        },
        {
          "name": "alignment",
          "value": 0.0165
        },
        {
          "name": "tau",
          "value": 0.7386
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 0.73862224817276,
      "coherence_diagnostics": {
        "tau": 0.73862224817276,
        "grad_tau": 0.3018895983695984,
        "torsion": 8.935247541863589e-10,
        "alignment": 0.016478925943374634,
        "S_field": 0.19133536517620087,
        "Gamma_field": 0.6445935368537903,
        "S_over_Gamma": 0.29683104157447815,
        "Da": 40.693031311035156,
        "E_coh": 0.9279844164848328,
        "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": [
          [
            [
              -109.98,
              31.83
            ],
            [
              -109.94,
              31.83
            ],
            [
              -109.91,
              31.8
            ],
            [
              -109.91,
              31.75
            ],
            [
              -109.94,
              31.72
            ],
            [
              -109.98,
              31.72
            ],
            [
              -109.99,
              31.73
            ],
            [
              -110.0,
              31.78
            ],
            [
              -109.99,
              31.79
            ],
            [
              -109.98,
              31.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0465,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa38a5718facad66696a6b00aefd314cc169955f6e67f4ab27fd597f92ad4eff"
      },
      "receipt_sha256": "fa38a5718facad66696a6b00aefd314cc169955f6e67f4ab27fd597f92ad4eff"
    },
    {
      "storm_id": "56719",
      "lat": 34.4756,
      "lon": -110.9033,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1058.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7113
        },
        {
          "name": "alignment",
          "value": 1.9962
        },
        {
          "name": "tau",
          "value": 0.2938
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 0.2938304543495178,
      "coherence_diagnostics": {
        "tau": 0.2938304543495178,
        "grad_tau": 0.07519538700580597,
        "torsion": 0.0,
        "alignment": 1.9961737394332886,
        "S_field": 0.054657552391290665,
        "Gamma_field": 0.6695935130119324,
        "S_over_Gamma": 0.08162795752286911,
        "Da": 40.879852294921875,
        "E_coh": 0.7064053416252136,
        "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": [
          [
            [
              -110.92,
              34.51
            ],
            [
              -110.87,
              34.5
            ],
            [
              -110.87,
              34.46
            ],
            [
              -110.88,
              34.46
            ],
            [
              -110.9,
              34.44
            ],
            [
              -110.91,
              34.44
            ],
            [
              -110.93,
              34.46
            ],
            [
              -110.93,
              34.5
            ],
            [
              -110.92,
              34.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0465,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa38a5718facad66696a6b00aefd314cc169955f6e67f4ab27fd597f92ad4eff"
      },
      "receipt_sha256": "fa38a5718facad66696a6b00aefd314cc169955f6e67f4ab27fd597f92ad4eff"
    },
    {
      "storm_id": "56139",
      "lat": 34.0733,
      "lon": -109.8289,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1298.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5863
        },
        {
          "name": "alignment",
          "value": 0.9346
        },
        {
          "name": "tau",
          "value": 0.6014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 0.6013583540916443,
      "coherence_diagnostics": {
        "tau": 0.6013583540916443,
        "grad_tau": 0.24063724279403687,
        "torsion": 0.0,
        "alignment": 0.9346410036087036,
        "S_field": 0.0721273273229599,
        "Gamma_field": 0.6637601852416992,
        "S_over_Gamma": 0.10866473615169525,
        "Da": 42.58268356323242,
        "E_coh": 0.7550014853477478,
        "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": [
          [
            [
              -109.83,
              34.11
            ],
            [
              -109.81,
              34.11
            ],
            [
              -109.79,
              34.09
            ],
            [
              -109.79,
              34.05
            ],
            [
              -109.81,
              34.03
            ],
            [
              -109.86,
              34.03
            ],
            [
              -109.87,
              34.04
            ],
            [
              -109.87,
              34.09
            ],
            [
              -109.83,
              34.11
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.046,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6874f26efd960fe9b6781af0d060692a298737cae5a805cbf614bc3172670dc5"
      },
      "receipt_sha256": "6874f26efd960fe9b6781af0d060692a298737cae5a805cbf614bc3172670dc5"
    },
    {
      "storm_id": "56308",
      "lat": 30.0587,
      "lon": -108.6473,
      "motion_east": -2.0,
      "motion_south": 1.1,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2144.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.84,
      "flash_rate": 25.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2113
        },
        {
          "name": "alignment",
          "value": -0.5296
        },
        {
          "name": "tau",
          "value": 2.0064
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 2.0063552856445312,
      "coherence_diagnostics": {
        "tau": 2.0063552856445312,
        "grad_tau": 0.40453842282295227,
        "torsion": 0.0,
        "alignment": -0.5296072959899902,
        "S_field": 1.55565345287323,
        "Gamma_field": 0.38209354877471924,
        "S_over_Gamma": 4.071393966674805,
        "Da": 24.00143814086914,
        "E_coh": 1.0012186765670776,
        "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": [
          [
            [
              -108.7,
              30.16
            ],
            [
              -108.64,
              30.16
            ],
            [
              -108.6,
              30.11
            ],
            [
              -108.6,
              30.05
            ],
            [
              -108.59,
              30.04
            ],
            [
              -108.59,
              30.02
            ],
            [
              -108.6,
              30.01
            ],
            [
              -108.6,
              29.99
            ],
            [
              -108.63,
              29.97
            ],
            [
              -108.65,
              29.97
            ],
            [
              -108.68,
              29.99
            ],
            [
              -108.69,
              30.03
            ],
            [
              -108.72,
              30.08
            ],
            [
              -108.72,
              30.14
            ],
            [
              -108.7,
              30.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0454,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "78e1399e9f7dbf35cb8fb9cbcaba4995669ca773c6d03172493e30d8ab628bec"
      },
      "receipt_sha256": "78e1399e9f7dbf35cb8fb9cbcaba4995669ca773c6d03172493e30d8ab628bec"
    },
    {
      "storm_id": "56726",
      "lat": 25.183,
      "lon": -79.576,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2549.0,
      "ebshear": 10.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9613
        },
        {
          "name": "alignment",
          "value": 1.7535
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5211577415466309,
        "torsion": 0.0,
        "alignment": 1.7535018920898438,
        "S_field": 0.7541369199752808,
        "Gamma_field": 0.27542686462402344,
        "S_over_Gamma": 2.7380659580230713,
        "Da": 16.744056701660156,
        "E_coh": 0.9608226418495178,
        "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": [
          [
            [
              -79.6,
              25.22
            ],
            [
              -79.53,
              25.22
            ],
            [
              -79.54,
              25.15
            ],
            [
              -79.55,
              25.16
            ],
            [
              -79.57,
              25.16
            ],
            [
              -79.58,
              25.15
            ],
            [
              -79.6,
              25.16
            ],
            [
              -79.6,
              25.19
            ],
            [
              -79.59,
              25.2
            ],
            [
              -79.6,
              25.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0453,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0453,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ac4ea180315ad539d11da2acfac8405c43a24d568055857512479b3a7f6be0d"
      },
      "receipt_sha256": "3ac4ea180315ad539d11da2acfac8405c43a24d568055857512479b3a7f6be0d"
    },
    {
      "storm_id": "55940",
      "lat": 27.1694,
      "lon": -80.8653,
      "motion_east": -3.0,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3488.0,
      "ebshear": 16.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8363
        },
        {
          "name": "alignment",
          "value": 1.8607
        },
        {
          "name": "tau",
          "value": 2.7282
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.7282071113586426,
      "coherence_diagnostics": {
        "tau": 2.7282071113586426,
        "grad_tau": 0.2631242573261261,
        "torsion": 0.0,
        "alignment": 1.8606529235839844,
        "S_field": 1.1476799249649048,
        "Gamma_field": 0.19959349930286407,
        "S_over_Gamma": 5.750086784362793,
        "Da": 11.218594551086426,
        "E_coh": 0.9823058843612671,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.88,
              27.24
            ],
            [
              -80.86,
              27.24
            ],
            [
              -80.83,
              27.22
            ],
            [
              -80.81,
              27.22
            ],
            [
              -80.79,
              27.2
            ],
            [
              -80.8,
              27.18
            ],
            [
              -80.79,
              27.15
            ],
            [
              -80.8,
              27.14
            ],
            [
              -80.81,
              27.15
            ],
            [
              -80.83,
              27.15
            ],
            [
              -80.89,
              27.08
            ],
            [
              -80.93,
              27.07
            ],
            [
              -80.96,
              27.09
            ],
            [
              -80.97,
              27.14
            ],
            [
              -80.94,
              27.18
            ],
            [
              -80.94,
              27.19
            ],
            [
              -80.88,
              27.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0452,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39f355c711a1e283d4d374b2898d0bf4179dabb701b3c2a735ecbec657488c83"
      },
      "receipt_sha256": "39f355c711a1e283d4d374b2898d0bf4179dabb701b3c2a735ecbec657488c83"
    },
    {
      "storm_id": "56780",
      "lat": 27.1279,
      "lon": -81.03,
      "motion_east": -2.0,
      "motion_south": -2.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3033.0,
      "ebshear": 14.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.4613
        },
        {
          "name": "alignment",
          "value": 0.8115
        },
        {
          "name": "tau",
          "value": 2.2821
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.282078266143799,
      "coherence_diagnostics": {
        "tau": 2.282078266143799,
        "grad_tau": 0.650535523891449,
        "torsion": 0.0,
        "alignment": 0.8114877343177795,
        "S_field": 1.0614933967590332,
        "Gamma_field": 0.19876016676425934,
        "S_over_Gamma": 5.340574264526367,
        "Da": 11.41356086730957,
        "E_coh": 0.9740075469017029,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.03,
              27.17
            ],
            [
              -80.99,
              27.16
            ],
            [
              -81.0,
              27.15
            ],
            [
              -80.99,
              27.14
            ],
            [
              -81.0,
              27.09
            ],
            [
              -81.02,
              27.09
            ],
            [
              -81.03,
              27.08
            ],
            [
              -81.09,
              27.08
            ],
            [
              -81.06,
              27.09
            ],
            [
              -81.04,
              27.11
            ],
            [
              -81.04,
              27.14
            ],
            [
              -81.06,
              27.16
            ],
            [
              -81.04,
              27.16
            ],
            [
              -81.03,
              27.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0452,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39f355c711a1e283d4d374b2898d0bf4179dabb701b3c2a735ecbec657488c83"
      },
      "receipt_sha256": "39f355c711a1e283d4d374b2898d0bf4179dabb701b3c2a735ecbec657488c83"
    },
    {
      "storm_id": "56505",
      "lat": 39.618,
      "lon": -112.4533,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 519.0,
      "ebshear": 8.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2113
        },
        {
          "name": "alignment",
          "value": 0.6195
        },
        {
          "name": "tau",
          "value": 0.6223
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 0.6223499774932861,
      "coherence_diagnostics": {
        "tau": 0.6223499774932861,
        "grad_tau": 0.12845589220523834,
        "torsion": 0.0,
        "alignment": 0.6195346713066101,
        "S_field": 0.26811787486076355,
        "Gamma_field": 0.4787601828575134,
        "S_over_Gamma": 0.5600254535675049,
        "Da": 28.226760864257812,
        "E_coh": 0.8362769484519958,
        "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": [
          [
            [
              -112.48,
              39.69
            ],
            [
              -112.45,
              39.69
            ],
            [
              -112.43,
              39.68
            ],
            [
              -112.43,
              39.64
            ],
            [
              -112.4,
              39.61
            ],
            [
              -112.4,
              39.55
            ],
            [
              -112.42,
              39.54
            ],
            [
              -112.45,
              39.54
            ],
            [
              -112.46,
              39.55
            ],
            [
              -112.45,
              39.58
            ],
            [
              -112.47,
              39.6
            ],
            [
              -112.48,
              39.6
            ],
            [
              -112.5,
              39.63
            ],
            [
              -112.5,
              39.68
            ],
            [
              -112.48,
              39.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0449,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "717cb1b09e8d6c61af589691b044057ab36efcb60e9db62ee39bb9fb0ab0b911"
      },
      "receipt_sha256": "717cb1b09e8d6c61af589691b044057ab36efcb60e9db62ee39bb9fb0ab0b911"
    },
    {
      "storm_id": "56441",
      "lat": 42.04,
      "lon": -111.9446,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 711.0,
      "ebshear": 9.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2113
        },
        {
          "name": "alignment",
          "value": -1.518
        },
        {
          "name": "tau",
          "value": 0.6749
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 0.6749458909034729,
      "coherence_diagnostics": {
        "tau": 0.6749458909034729,
        "grad_tau": 0.13577359914779663,
        "torsion": 0.0,
        "alignment": -1.5180128812789917,
        "S_field": 0.3369732201099396,
        "Gamma_field": 0.34459352493286133,
        "S_over_Gamma": 0.9778860807418823,
        "Da": 21.251914978027344,
        "E_coh": 0.8559541702270508,
        "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": [
          [
            [
              -111.97,
              42.09
            ],
            [
              -111.93,
              42.09
            ],
            [
              -111.92,
              42.08
            ],
            [
              -111.91,
              42.04
            ],
            [
              -111.9,
              42.03
            ],
            [
              -111.91,
              42.0
            ],
            [
              -111.93,
              42.0
            ],
            [
              -111.94,
              41.99
            ],
            [
              -111.95,
              42.0
            ],
            [
              -111.97,
              42.0
            ],
            [
              -111.99,
              42.04
            ],
            [
              -111.99,
              42.07
            ],
            [
              -111.97,
              42.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0447,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b31edce48205e1412852b555b0474ca521f2d2c51db22cd104836970a5749af"
      },
      "receipt_sha256": "1b31edce48205e1412852b555b0474ca521f2d2c51db22cd104836970a5749af"
    },
    {
      "storm_id": "56706",
      "lat": 27.41,
      "lon": -81.9633,
      "motion_east": -3.0,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2255.0,
      "ebshear": 22.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.47,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5863
        },
        {
          "name": "alignment",
          "value": 1.5937
        },
        {
          "name": "tau",
          "value": 2.5697
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0446
      },
      "coherence_score": 2.569650411605835,
      "coherence_diagnostics": {
        "tau": 2.569650411605835,
        "grad_tau": 0.3385188579559326,
        "torsion": 0.0,
        "alignment": 1.5936834812164307,
        "S_field": 0.8432180285453796,
        "Gamma_field": 0.2095935046672821,
        "S_over_Gamma": 4.023111343383789,
        "Da": 11.558568000793457,
        "E_coh": 0.956424355506897,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.98,
              27.45
            ],
            [
              -81.93,
              27.45
            ],
            [
              -81.92,
              27.43
            ],
            [
              -81.92,
              27.39
            ],
            [
              -81.95,
              27.36
            ],
            [
              -81.99,
              27.36
            ],
            [
              -82.0,
              27.37
            ],
            [
              -82.0,
              27.43
            ],
            [
              -81.98,
              27.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0446,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0446,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e81679f4c25aa596e12f50c9baac3b6a770198bdace867588ce7a261e3c28429"
      },
      "receipt_sha256": "e81679f4c25aa596e12f50c9baac3b6a770198bdace867588ce7a261e3c28429"
    },
    {
      "storm_id": "56753",
      "lat": 33.97,
      "lon": -109.911,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 865.0,
      "ebshear": 11.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.5863
        },
        {
          "name": "alignment",
          "value": 0.9346
        },
        {
          "name": "tau",
          "value": 0.6014
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 0.6013583540916443,
      "coherence_diagnostics": {
        "tau": 0.6013583540916443,
        "grad_tau": 0.24063724279403687,
        "torsion": 0.0,
        "alignment": 0.9346410036087036,
        "S_field": 0.0721273273229599,
        "Gamma_field": 0.6637601852416992,
        "S_over_Gamma": 0.10866473615169525,
        "Da": 42.58268356323242,
        "E_coh": 0.7550014853477478,
        "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": [
          [
            [
              -109.94,
              34.01
            ],
            [
              -109.92,
              33.99
            ],
            [
              -109.89,
              33.99
            ],
            [
              -109.88,
              33.98
            ],
            [
              -109.87,
              33.96
            ],
            [
              -109.87,
              33.93
            ],
            [
              -109.88,
              33.92
            ],
            [
              -109.96,
              33.91
            ],
            [
              -109.96,
              34.0
            ],
            [
              -109.94,
              34.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0445,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03f8e58a0559a98883dce14c056463b6ac8a59f494910b0fd95de92faad2dd6c"
      },
      "receipt_sha256": "03f8e58a0559a98883dce14c056463b6ac8a59f494910b0fd95de92faad2dd6c"
    },
    {
      "storm_id": "56460",
      "lat": 25.7233,
      "lon": -81.8067,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3099.0,
      "ebshear": 18.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3363
        },
        {
          "name": "alignment",
          "value": 0.347
        },
        {
          "name": "tau",
          "value": 1.2539
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0444
      },
      "coherence_score": 1.2538740634918213,
      "coherence_diagnostics": {
        "tau": 1.2538740634918213,
        "grad_tau": 1.050419569015503,
        "torsion": 0.0,
        "alignment": 0.34704601764678955,
        "S_field": 0.5468394160270691,
        "Gamma_field": 0.23542682826519012,
        "S_over_Gamma": 2.3227574825286865,
        "Da": 13.583897590637207,
        "E_coh": 0.9526048898696899,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.83,
              25.76
            ],
            [
              -81.78,
              25.76
            ],
            [
              -81.77,
              25.75
            ],
            [
              -81.77,
              25.69
            ],
            [
              -81.79,
              25.67
            ],
            [
              -81.81,
              25.67
            ],
            [
              -81.84,
              25.7
            ],
            [
              -81.84,
              25.75
            ],
            [
              -81.83,
              25.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0444,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0444,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2bbb5d8834183e5baa811baca12f2bff53a38dee3e268827f7c66d5d4d73efa"
      },
      "receipt_sha256": "e2bbb5d8834183e5baa811baca12f2bff53a38dee3e268827f7c66d5d4d73efa"
    },
    {
      "storm_id": "55280",
      "lat": 46.351,
      "lon": -109.894,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 339.0,
      "ebshear": 26.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7113
        },
        {
          "name": "alignment",
          "value": -0.9072
        },
        {
          "name": "tau",
          "value": 0.3645
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0443
      },
      "coherence_score": 0.3645208477973938,
      "coherence_diagnostics": {
        "tau": 0.3645208477973938,
        "grad_tau": 0.08156941831111908,
        "torsion": 0.0,
        "alignment": -0.9072408676147461,
        "S_field": 0.08748878538608551,
        "Gamma_field": 0.3512601852416992,
        "S_over_Gamma": 0.2490711659193039,
        "Da": 20.86992645263672,
        "E_coh": 0.3015764057636261,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.87,
              46.39
            ],
            [
              -109.86,
              46.39
            ],
            [
              -109.84,
              46.34
            ],
            [
              -109.89,
              46.28
            ],
            [
              -109.94,
              46.28
            ],
            [
              -109.94,
              46.35
            ],
            [
              -109.93,
              46.35
            ],
            [
              -109.91,
              46.37
            ],
            [
              -109.89,
              46.37
            ],
            [
              -109.87,
              46.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0443,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0443,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c93c9eded3fdd5658a4d523e6fc7872e6f8f34714a1a6497a0c73469ea53cf63"
      },
      "receipt_sha256": "c93c9eded3fdd5658a4d523e6fc7872e6f8f34714a1a6497a0c73469ea53cf63"
    },
    {
      "storm_id": "55743",
      "lat": 39.3027,
      "lon": -103.2064,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1444.0,
      "ebshear": 30.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.79,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.0863
        },
        {
          "name": "alignment",
          "value": -2.1287
        },
        {
          "name": "tau",
          "value": 0.7228
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 0.7228419780731201,
      "coherence_diagnostics": {
        "tau": 0.7228419780731201,
        "grad_tau": 0.05297598987817764,
        "torsion": 0.0,
        "alignment": -2.1286513805389404,
        "S_field": 0.1731927990913391,
        "Gamma_field": 0.43792685866355896,
        "S_over_Gamma": 0.3954834043979645,
        "Da": 25.686220169067383,
        "E_coh": 0.5885158181190491,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.24,
              39.37
            ],
            [
              -103.21,
              39.37
            ],
            [
              -103.15,
              39.34
            ],
            [
              -103.11,
              39.3
            ],
            [
              -103.11,
              39.25
            ],
            [
              -103.13,
              39.23
            ],
            [
              -103.23,
              39.23
            ],
            [
              -103.27,
              39.27
            ],
            [
              -103.29,
              39.28
            ],
            [
              -103.29,
              39.32
            ],
            [
              -103.24,
              39.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0436,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "973db03c99e46bccd58b63e2fc6eba4c60a173181e9e9bdc34496bacf7950180"
      },
      "receipt_sha256": "973db03c99e46bccd58b63e2fc6eba4c60a173181e9e9bdc34496bacf7950180"
    },
    {
      "storm_id": "56423",
      "lat": 34.7192,
      "lon": -110.4308,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1122.0,
      "ebshear": 5.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4613
        },
        {
          "name": "alignment",
          "value": -1.1488
        },
        {
          "name": "tau",
          "value": 0.4065
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 0.40645265579223633,
      "coherence_diagnostics": {
        "tau": 0.40645265579223633,
        "grad_tau": 0.1358768790960312,
        "torsion": 0.0,
        "alignment": -1.1487547159194946,
        "S_field": 0.15862439572811127,
        "Gamma_field": 0.539593517780304,
        "S_over_Gamma": 0.29397016763687134,
        "Da": 33.289527893066406,
        "E_coh": 0.8626279830932617,
        "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": [
          [
            [
              -110.47,
              34.77
            ],
            [
              -110.45,
              34.77
            ],
            [
              -110.39,
              34.74
            ],
            [
              -110.38,
              34.72
            ],
            [
              -110.38,
              34.68
            ],
            [
              -110.39,
              34.67
            ],
            [
              -110.4,
              34.68
            ],
            [
              -110.44,
              34.68
            ],
            [
              -110.46,
              34.69
            ],
            [
              -110.46,
              34.71
            ],
            [
              -110.48,
              34.75
            ],
            [
              -110.47,
              34.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0432,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
      },
      "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
    },
    {
      "storm_id": "56486",
      "lat": 34.8489,
      "lon": -110.1856,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 626.0,
      "ebshear": 6.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4613
        },
        {
          "name": "alignment",
          "value": -1.1488
        },
        {
          "name": "tau",
          "value": 0.4065
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 0.40645265579223633,
      "coherence_diagnostics": {
        "tau": 0.40645265579223633,
        "grad_tau": 0.1358768790960312,
        "torsion": 0.0,
        "alignment": -1.1487547159194946,
        "S_field": 0.15862439572811127,
        "Gamma_field": 0.539593517780304,
        "S_over_Gamma": 0.29397016763687134,
        "Da": 33.289527893066406,
        "E_coh": 0.8626279830932617,
        "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": [
          [
            [
              -110.2,
              34.89
            ],
            [
              -110.17,
              34.89
            ],
            [
              -110.14,
              34.87
            ],
            [
              -110.14,
              34.82
            ],
            [
              -110.17,
              34.8
            ],
            [
              -110.21,
              34.8
            ],
            [
              -110.22,
              34.81
            ],
            [
              -110.22,
              34.87
            ],
            [
              -110.2,
              34.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0432,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
      },
      "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
    },
    {
      "storm_id": "56687",
      "lat": 38.1374,
      "lon": -109.2011,
      "motion_east": -1.0,
      "motion_south": -7.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 993.0,
      "ebshear": 11.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.35,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2113
        },
        {
          "name": "alignment",
          "value": 0.1145
        },
        {
          "name": "tau",
          "value": 0.5687
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 0.5686866044998169,
      "coherence_diagnostics": {
        "tau": 0.5686866044998169,
        "grad_tau": 0.05393461510539055,
        "torsion": 0.0,
        "alignment": 0.11446330696344376,
        "S_field": 0.37685659527778625,
        "Gamma_field": 0.4945935308933258,
        "S_over_Gamma": 0.7619521021842957,
        "Da": 31.467824935913086,
        "E_coh": 0.9375607371330261,
        "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": [
          [
            [
              -109.17,
              38.25
            ],
            [
              -109.13,
              38.25
            ],
            [
              -109.12,
              38.24
            ],
            [
              -109.12,
              38.19
            ],
            [
              -109.14,
              38.17
            ],
            [
              -109.17,
              38.17
            ],
            [
              -109.18,
              38.16
            ],
            [
              -109.18,
              38.08
            ],
            [
              -109.21,
              38.04
            ],
            [
              -109.21,
              38.03
            ],
            [
              -109.23,
              38.01
            ],
            [
              -109.28,
              38.01
            ],
            [
              -109.31,
              38.04
            ],
            [
              -109.31,
              38.08
            ],
            [
              -109.28,
              38.11
            ],
            [
              -109.22,
              38.14
            ],
            [
              -109.19,
              38.17
            ],
            [
              -109.2,
              38.22
            ],
            [
              -109.17,
              38.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0432,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
      },
      "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
    },
    {
      "storm_id": "56744",
      "lat": 40.9612,
      "lon": -114.9062,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 734.0,
      "ebshear": 11.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7113
        },
        {
          "name": "alignment",
          "value": 1.5834
        },
        {
          "name": "tau",
          "value": 0.7259
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 0.7258866429328918,
      "coherence_diagnostics": {
        "tau": 0.7258866429328918,
        "grad_tau": 0.09232950955629349,
        "torsion": 0.0,
        "alignment": 1.5833778381347656,
        "S_field": 0.4713711440563202,
        "Gamma_field": 0.5479268431663513,
        "S_over_Gamma": 0.8602811694145203,
        "Da": 33.460784912109375,
        "E_coh": 0.9017623066902161,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.92,
              40.99
            ],
            [
              -114.89,
              40.99
            ],
            [
              -114.87,
              40.98
            ],
            [
              -114.87,
              40.96
            ],
            [
              -114.9,
              40.92
            ],
            [
              -114.94,
              40.91
            ],
            [
              -114.94,
              40.95
            ],
            [
              -114.92,
              40.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0432,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
      },
      "receipt_sha256": "6d9cdc380da3e6e7522b154b00ecaba08de992453113f3a81a5a06e7804789a7"
    },
    {
      "storm_id": "56721",
      "lat": 32.34,
      "lon": -110.2925,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1296.0,
      "ebshear": 11.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7113
        },
        {
          "name": "alignment",
          "value": 0.1079
        },
        {
          "name": "tau",
          "value": 0.6497
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 0.6496505737304688,
      "coherence_diagnostics": {
        "tau": 0.6496505737304688,
        "grad_tau": 0.29455482959747314,
        "torsion": 0.0,
        "alignment": 0.10791213810443878,
        "S_field": 0.17741084098815918,
        "Gamma_field": 0.5412601828575134,
        "S_over_Gamma": 0.32777369022369385,
        "Da": 33.47095489501953,
        "E_coh": 0.9086229205131531,
        "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": [
          [
            [
              -110.3,
              32.39
            ],
            [
              -110.27,
              32.39
            ],
            [
              -110.24,
              32.37
            ],
            [
              -110.25,
              32.35
            ],
            [
              -110.24,
              32.3
            ],
            [
              -110.28,
              32.29
            ],
            [
              -110.29,
              32.3
            ],
            [
              -110.33,
              32.3
            ],
            [
              -110.34,
              32.31
            ],
            [
              -110.33,
              32.33
            ],
            [
              -110.34,
              32.36
            ],
            [
              -110.3,
              32.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0429,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26d13558dae4071bd8e8579ec94837cc59ecab4f730d45fc28695b11e88af136"
      },
      "receipt_sha256": "26d13558dae4071bd8e8579ec94837cc59ecab4f730d45fc28695b11e88af136"
    },
    {
      "storm_id": "56747",
      "lat": 37.91,
      "lon": -114.6678,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 690.0,
      "ebshear": 9.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.8363
        },
        {
          "name": "alignment",
          "value": -0.7313
        },
        {
          "name": "tau",
          "value": 0.3453
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 0.3453211188316345,
      "coherence_diagnostics": {
        "tau": 0.3453211188316345,
        "grad_tau": 0.012798633426427841,
        "torsion": 0.0,
        "alignment": -0.7312637567520142,
        "S_field": 0.16473440825939178,
        "Gamma_field": 0.2795935273170471,
        "S_over_Gamma": 0.5891925096511841,
        "Da": 17.16482162475586,
        "E_coh": 0.7378088235855103,
        "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": [
          [
            [
              -114.69,
              37.94
            ],
            [
              -114.64,
              37.94
            ],
            [
              -114.63,
              37.93
            ],
            [
              -114.63,
              37.89
            ],
            [
              -114.64,
              37.87
            ],
            [
              -114.69,
              37.87
            ],
            [
              -114.7,
              37.88
            ],
            [
              -114.7,
              37.93
            ],
            [
              -114.69,
              37.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0429,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26d13558dae4071bd8e8579ec94837cc59ecab4f730d45fc28695b11e88af136"
      },
      "receipt_sha256": "26d13558dae4071bd8e8579ec94837cc59ecab4f730d45fc28695b11e88af136"
    },
    {
      "storm_id": "56539",
      "lat": 32.5878,
      "lon": -109.81,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 827.0,
      "ebshear": 11.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0863
        },
        {
          "name": "alignment",
          "value": -0.9645
        },
        {
          "name": "tau",
          "value": 1.0008
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 1.0007565021514893,
      "coherence_diagnostics": {
        "tau": 1.0007565021514893,
        "grad_tau": 0.4130503237247467,
        "torsion": 0.0,
        "alignment": -0.9645432233810425,
        "S_field": 0.4612289369106293,
        "Gamma_field": 0.5254268646240234,
        "S_over_Gamma": 0.8778175711631775,
        "Da": 32.62190246582031,
        "E_coh": 0.9775940775871277,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.82,
              32.62
            ],
            [
              -109.81,
              32.61
            ],
            [
              -109.79,
              32.61
            ],
            [
              -109.77,
              32.59
            ],
            [
              -109.77,
              32.54
            ],
            [
              -109.82,
              32.54
            ],
            [
              -109.84,
              32.56
            ],
            [
              -109.85,
              32.6
            ],
            [
              -109.82,
              32.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0428,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "610237bfeb6ae9619b474f6ff13dd43eb005bb65da3739526a2723489f321be8"
      },
      "receipt_sha256": "610237bfeb6ae9619b474f6ff13dd43eb005bb65da3739526a2723489f321be8"
    },
    {
      "storm_id": "56717",
      "lat": 36.88,
      "lon": -113.3446,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 350.0,
      "ebshear": 8.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0863
        },
        {
          "name": "alignment",
          "value": -0.2243
        },
        {
          "name": "tau",
          "value": 0.2418
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 0.2417987585067749,
      "coherence_diagnostics": {
        "tau": 0.2417987585067749,
        "grad_tau": 0.05222529172897339,
        "torsion": 0.0,
        "alignment": -0.2243097722530365,
        "S_field": 0.030005261301994324,
        "Gamma_field": 0.5312601923942566,
        "S_over_Gamma": 0.05647940933704376,
        "Da": 32.93247985839844,
        "E_coh": 0.3843640983104706,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.4,
              36.92
            ],
            [
              -113.33,
              36.92
            ],
            [
              -113.31,
              36.91
            ],
            [
              -113.31,
              36.89
            ],
            [
              -113.33,
              36.88
            ],
            [
              -113.33,
              36.86
            ],
            [
              -113.32,
              36.85
            ],
            [
              -113.33,
              36.84
            ],
            [
              -113.35,
              36.85
            ],
            [
              -113.34,
              36.86
            ],
            [
              -113.35,
              36.87
            ],
            [
              -113.38,
              36.87
            ],
            [
              -113.4,
              36.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0427,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c18a9fc19558591d4cba4215a1f53b5cbad9fc7e7a1b790efa2234e6e5c022d"
      },
      "receipt_sha256": "6c18a9fc19558591d4cba4215a1f53b5cbad9fc7e7a1b790efa2234e6e5c022d"
    },
    {
      "storm_id": "56742",
      "lat": 41.9022,
      "lon": -111.4889,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 640.0,
      "ebshear": 13.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7113
        },
        {
          "name": "alignment",
          "value": -2.4859
        },
        {
          "name": "tau",
          "value": 0.6444
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.6444079279899597,
      "coherence_diagnostics": {
        "tau": 0.6444079279899597,
        "grad_tau": 0.09845395386219025,
        "torsion": 0.0,
        "alignment": -2.485860824584961,
        "S_field": 0.3244765102863312,
        "Gamma_field": 0.32209354639053345,
        "S_over_Gamma": 1.0073983669281006,
        "Da": 19.713523864746094,
        "E_coh": 0.7992541790008545,
        "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": [
          [
            [
              -111.52,
              41.93
            ],
            [
              -111.48,
              41.93
            ],
            [
              -111.46,
              41.92
            ],
            [
              -111.45,
              41.91
            ],
            [
              -111.45,
              41.87
            ],
            [
              -111.46,
              41.86
            ],
            [
              -111.53,
              41.85
            ],
            [
              -111.53,
              41.92
            ],
            [
              -111.52,
              41.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0424,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf508aa8d08b7d4885ff1d5fcc10900f998bda0fb7ed652ac5c9748a258c36e2"
      },
      "receipt_sha256": "cf508aa8d08b7d4885ff1d5fcc10900f998bda0fb7ed652ac5c9748a258c36e2"
    },
    {
      "storm_id": "56267",
      "lat": 45.6144,
      "lon": -110.1922,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 492.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0863
        },
        {
          "name": "alignment",
          "value": 1.3774
        },
        {
          "name": "tau",
          "value": 0.3137
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 0.31365811824798584,
      "coherence_diagnostics": {
        "tau": 0.31365811824798584,
        "grad_tau": 0.054775629192590714,
        "torsion": 0.0,
        "alignment": 1.3774420022964478,
        "S_field": 0.07382217049598694,
        "Gamma_field": 0.4945935010910034,
        "S_over_Gamma": 0.14925827085971832,
        "Da": 29.54798126220703,
        "E_coh": 0.33337166905403137,
        "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": [
          [
            [
              -110.2,
              45.65
            ],
            [
              -110.17,
              45.65
            ],
            [
              -110.15,
              45.63
            ],
            [
              -110.15,
              45.6
            ],
            [
              -110.18,
              45.57
            ],
            [
              -110.22,
              45.57
            ],
            [
              -110.23,
              45.58
            ],
            [
              -110.23,
              45.63
            ],
            [
              -110.2,
              45.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0423,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2bf2ac4377e4571af5abb0d1b9c7adced89b05682fdf7c0f3147c16a9772e4aa"
      },
      "receipt_sha256": "2bf2ac4377e4571af5abb0d1b9c7adced89b05682fdf7c0f3147c16a9772e4aa"
    },
    {
      "storm_id": "56709",
      "lat": 44.8611,
      "lon": -113.0578,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1380.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9613
        },
        {
          "name": "alignment",
          "value": 0.8988
        },
        {
          "name": "tau",
          "value": 0.3034
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 0.30335432291030884,
      "coherence_diagnostics": {
        "tau": 0.30335432291030884,
        "grad_tau": 0.04638773947954178,
        "torsion": 0.0,
        "alignment": 0.8988224864006042,
        "S_field": 0.10149738937616348,
        "Gamma_field": 0.5012601613998413,
        "S_over_Gamma": 0.20248445868492126,
        "Da": 30.908254623413086,
        "E_coh": 0.3080323040485382,
        "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": [
          [
            [
              -113.07,
              44.89
            ],
            [
              -113.04,
              44.89
            ],
            [
              -113.02,
              44.88
            ],
            [
              -113.02,
              44.84
            ],
            [
              -113.05,
              44.82
            ],
            [
              -113.09,
              44.82
            ],
            [
              -113.08,
              44.84
            ],
            [
              -113.08,
              44.88
            ],
            [
              -113.07,
              44.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0422,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0422,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ab64f199cdd96c49ed84651f3bc44f3151d76bd33194090da10bea67c228c21"
      },
      "receipt_sha256": "4ab64f199cdd96c49ed84651f3bc44f3151d76bd33194090da10bea67c228c21"
    },
    {
      "storm_id": "55943",
      "lat": 25.41,
      "lon": -81.4705,
      "motion_east": -2.0,
      "motion_south": -3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3548.0,
      "ebshear": 21.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5863
        },
        {
          "name": "alignment",
          "value": 0.441
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.4434914588928223,
        "torsion": 0.0,
        "alignment": 0.44100189208984375,
        "S_field": 0.917303204536438,
        "Gamma_field": 0.21459349989891052,
        "S_over_Gamma": 4.274608612060547,
        "Da": 12.738950729370117,
        "E_coh": 0.9439716339111328,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.56,
              25.5
            ],
            [
              -81.52,
              25.5
            ],
            [
              -81.49,
              25.48
            ],
            [
              -81.48,
              25.45
            ],
            [
              -81.46,
              25.43
            ],
            [
              -81.4,
              25.42
            ],
            [
              -81.38,
              25.4
            ],
            [
              -81.38,
              25.36
            ],
            [
              -81.35,
              25.34
            ],
            [
              -81.39,
              25.33
            ],
            [
              -81.4,
              25.32
            ],
            [
              -81.41,
              25.33
            ],
            [
              -81.44,
              25.33
            ],
            [
              -81.48,
              25.35
            ],
            [
              -81.49,
              25.38
            ],
            [
              -81.52,
              25.41
            ],
            [
              -81.56,
              25.43
            ],
            [
              -81.57,
              25.45
            ],
            [
              -81.57,
              25.49
            ],
            [
              -81.56,
              25.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0421,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f44ea9683644a10d988c3a6ff0fb14a095c691b294984ab6584ffb01a4f1c8d"
      },
      "receipt_sha256": "5f44ea9683644a10d988c3a6ff0fb14a095c691b294984ab6584ffb01a4f1c8d"
    },
    {
      "storm_id": "56028",
      "lat": 43.8783,
      "lon": -107.0708,
      "motion_east": 6.6,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 354.0,
      "ebshear": 20.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.4613
        },
        {
          "name": "alignment",
          "value": 1.3792
        },
        {
          "name": "tau",
          "value": 0.834
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 0.8340177536010742,
      "coherence_diagnostics": {
        "tau": 0.8340177536010742,
        "grad_tau": 0.13832403719425201,
        "torsion": 0.0,
        "alignment": 1.3792369365692139,
        "S_field": 0.3787681460380554,
        "Gamma_field": 0.2654268443584442,
        "S_over_Gamma": 1.4270151853561401,
        "Da": 15.97706413269043,
        "E_coh": 0.7756030559539795,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.12,
              43.92
            ],
            [
              -107.06,
              43.92
            ],
            [
              -107.04,
              43.91
            ],
            [
              -107.02,
              43.88
            ],
            [
              -107.03,
              43.87
            ],
            [
              -107.03,
              43.84
            ],
            [
              -107.05,
              43.83
            ],
            [
              -107.06,
              43.84
            ],
            [
              -107.1,
              43.85
            ],
            [
              -107.11,
              43.86
            ],
            [
              -107.11,
              43.9
            ],
            [
              -107.12,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0421,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f44ea9683644a10d988c3a6ff0fb14a095c691b294984ab6584ffb01a4f1c8d"
      },
      "receipt_sha256": "5f44ea9683644a10d988c3a6ff0fb14a095c691b294984ab6584ffb01a4f1c8d"
    },
    {
      "storm_id": "56592",
      "lat": 32.8012,
      "lon": -110.4587,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1074.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7113
        },
        {
          "name": "alignment",
          "value": 0.1079
        },
        {
          "name": "tau",
          "value": 0.6497
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0418
      },
      "coherence_score": 0.6496505737304688,
      "coherence_diagnostics": {
        "tau": 0.6496505737304688,
        "grad_tau": 0.29455482959747314,
        "torsion": 0.0,
        "alignment": 0.10791213810443878,
        "S_field": 0.17741084098815918,
        "Gamma_field": 0.5412601828575134,
        "S_over_Gamma": 0.32777369022369385,
        "Da": 33.47095489501953,
        "E_coh": 0.9086229205131531,
        "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": [
          [
            [
              -110.48,
              32.83
            ],
            [
              -110.44,
              32.83
            ],
            [
              -110.43,
              32.82
            ],
            [
              -110.42,
              32.78
            ],
            [
              -110.44,
              32.75
            ],
            [
              -110.49,
              32.75
            ],
            [
              -110.49,
              32.82
            ],
            [
              -110.48,
              32.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0418,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9cf58c9985a75db3c21003fbc99c1137c9c4ae1327579608534546ef661906e5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0418,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "afa7f52004e76df2b94a7c5c43702fa65860f8d3436d210de8eb14f2a5a83277"
      },
      "receipt_sha256": "afa7f52004e76df2b94a7c5c43702fa65860f8d3436d210de8eb14f2a5a83277"
    },
    {
      "storm_id": "56656",
      "lat": 39.587,
      "lon": -114.928,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1578.0,
      "ebshear": 15.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3363
        },
        {
          "name": "alignment",
          "value": 0.4432
        },
        {
          "name": "tau",
          "value": 0.574
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0418
      },
      "coherence_score": 0.5739501118659973,
      "coherence_diagnostics": {
        "tau": 0.5739501118659973,
        "grad_tau": 0.19449472427368164,
        "torsion": 0.0,
        "alignment": 0.44323575496673584,
        "S_field": 0.29778555035591125,
        "Gamma_field": 0.5662601590156555,
        "S_over_Gamma": 0.5258811712265015,
        "Da": 34.63996887207031,
        "E_coh": 0.8466073870658875,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.94,
              39.62
            ],
            [
              -114.9,
              39.62
            ],
            [
              -114.89,
              39.61
            ],
            [
              -114.89,
              39.56
            ],
            [
              -114.91,
              39.55
            ],
            [
              -114.95,
              39.55
            ],
            [
              -114.96,
              39.56
            ],
            [
              -114.95,
              39.57
            ],
            [
              -114.95,
              39.61
            ],
            [
              -114.94,
              39.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0418,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "9cf58c9985a75db3c21003fbc99c1137c9c4ae1327579608534546ef661906e5",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0418,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "afa7f52004e76df2b94a7c5c43702fa65860f8d3436d210de8eb14f2a5a83277"
      },
      "receipt_sha256": "afa7f52004e76df2b94a7c5c43702fa65860f8d3436d210de8eb14f2a5a83277"
    },
    {
      "storm_id": "56222",
      "lat": 35.3511,
      "lon": -86.8167,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3658.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2113
        },
        {
          "name": "alignment",
          "value": 0.8701
        },
        {
          "name": "tau",
          "value": 1.2196
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 1.2196345329284668,
      "coherence_diagnostics": {
        "tau": 1.2196345329284668,
        "grad_tau": 0.30255597829818726,
        "torsion": 0.0,
        "alignment": 0.8701316118240356,
        "S_field": 0.10783513635396957,
        "Gamma_field": 0.2654268443584442,
        "S_over_Gamma": 0.4062706530094147,
        "Da": 14.765122413635254,
        "E_coh": 0.30709362030029297,
        "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": [
          [
            [
              -86.85,
              35.38
            ],
            [
              -86.8,
              35.38
            ],
            [
              -86.78,
              35.37
            ],
            [
              -86.77,
              35.36
            ],
            [
              -86.77,
              35.32
            ],
            [
              -86.8,
              35.3
            ],
            [
              -86.86,
              35.31
            ],
            [
              -86.87,
              35.36
            ],
            [
              -86.85,
              35.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0415,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcb90406c7613ac2cd65654d0cae61d5cea2580ee492c685d93b46839a467d89"
      },
      "receipt_sha256": "fcb90406c7613ac2cd65654d0cae61d5cea2580ee492c685d93b46839a467d89"
    },
    {
      "storm_id": "56682",
      "lat": 40.2618,
      "lon": -109.8264,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 11.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0863
        },
        {
          "name": "alignment",
          "value": -1.8366
        },
        {
          "name": "tau",
          "value": 0.6574
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 0.6573977470397949,
      "coherence_diagnostics": {
        "tau": 0.6573977470397949,
        "grad_tau": 0.017745787277817726,
        "torsion": 0.0,
        "alignment": -1.8365974426269531,
        "S_field": 0.264019638299942,
        "Gamma_field": 0.4620935320854187,
        "S_over_Gamma": 0.571355402469635,
        "Da": 28.683002471923828,
        "E_coh": 0.8420975804328918,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.87,
              40.3
            ],
            [
              -109.81,
              40.3
            ],
            [
              -109.79,
              40.29
            ],
            [
              -109.79,
              40.25
            ],
            [
              -109.77,
              40.23
            ],
            [
              -109.78,
              40.22
            ],
            [
              -109.85,
              40.22
            ],
            [
              -109.85,
              40.24
            ],
            [
              -109.84,
              40.25
            ],
            [
              -109.87,
              40.28
            ],
            [
              -109.87,
              40.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0415,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcb90406c7613ac2cd65654d0cae61d5cea2580ee492c685d93b46839a467d89"
      },
      "receipt_sha256": "fcb90406c7613ac2cd65654d0cae61d5cea2580ee492c685d93b46839a467d89"
    },
    {
      "storm_id": "56365",
      "lat": 41.938,
      "lon": -113.371,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1228.0,
      "ebshear": 17.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.66,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9613
        },
        {
          "name": "alignment",
          "value": 2.2191
        },
        {
          "name": "tau",
          "value": 0.6622
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.6621884107589722,
      "coherence_diagnostics": {
        "tau": 0.6621884107589722,
        "grad_tau": 0.12773080170154572,
        "torsion": 0.0,
        "alignment": 2.2191169261932373,
        "S_field": 0.2738054692745209,
        "Gamma_field": 0.46042686700820923,
        "S_over_Gamma": 0.5946774482727051,
        "Da": 28.654390335083008,
        "E_coh": 0.9150714874267578,
        "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": [
          [
            [
              -113.39,
              41.97
            ],
            [
              -113.35,
              41.97
            ],
            [
              -113.34,
              41.96
            ],
            [
              -113.34,
              41.92
            ],
            [
              -113.35,
              41.91
            ],
            [
              -113.37,
              41.91
            ],
            [
              -113.38,
              41.9
            ],
            [
              -113.4,
              41.91
            ],
            [
              -113.4,
              41.96
            ],
            [
              -113.39,
              41.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0414,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dab6e009aae0b69664abca61388c707f94cd2f55c49cd9634b2edd146ab7732e"
      },
      "receipt_sha256": "dab6e009aae0b69664abca61388c707f94cd2f55c49cd9634b2edd146ab7732e"
    },
    {
      "storm_id": "56720",
      "lat": 32.5477,
      "lon": -110.2631,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1041.0,
      "ebshear": 10.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7113
        },
        {
          "name": "alignment",
          "value": 0.1079
        },
        {
          "name": "tau",
          "value": 0.6497
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.6496505737304688,
      "coherence_diagnostics": {
        "tau": 0.6496505737304688,
        "grad_tau": 0.29455482959747314,
        "torsion": 0.0,
        "alignment": 0.10791213810443878,
        "S_field": 0.17741084098815918,
        "Gamma_field": 0.5412601828575134,
        "S_over_Gamma": 0.32777369022369385,
        "Da": 33.47095489501953,
        "E_coh": 0.9086229205131531,
        "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": [
          [
            [
              -110.28,
              32.59
            ],
            [
              -110.26,
              32.57
            ],
            [
              -110.23,
              32.57
            ],
            [
              -110.22,
              32.55
            ],
            [
              -110.23,
              32.54
            ],
            [
              -110.23,
              32.51
            ],
            [
              -110.26,
              32.51
            ],
            [
              -110.27,
              32.5
            ],
            [
              -110.29,
              32.51
            ],
            [
              -110.29,
              32.54
            ],
            [
              -110.3,
              32.56
            ],
            [
              -110.28,
              32.58
            ],
            [
              -110.28,
              32.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0414,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dab6e009aae0b69664abca61388c707f94cd2f55c49cd9634b2edd146ab7732e"
      },
      "receipt_sha256": "dab6e009aae0b69664abca61388c707f94cd2f55c49cd9634b2edd146ab7732e"
    },
    {
      "storm_id": "56770",
      "lat": 40.3813,
      "lon": -104.4688,
      "motion_east": 3.2,
      "motion_south": 1.2,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 793.0,
      "ebshear": 23.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5863
        },
        {
          "name": "alignment",
          "value": 1.0825
        },
        {
          "name": "tau",
          "value": 0.708
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.7079524993896484,
      "coherence_diagnostics": {
        "tau": 0.7079524993896484,
        "grad_tau": 0.02010633610188961,
        "torsion": 0.0,
        "alignment": 1.0824750661849976,
        "S_field": 0.26427221298217773,
        "Gamma_field": 0.35209351778030396,
        "S_over_Gamma": 0.7505739331245422,
        "Da": 20.536731719970703,
        "E_coh": 0.751740038394928,
        "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": [
          [
            [
              -104.48,
              40.41
            ],
            [
              -104.44,
              40.41
            ],
            [
              -104.43,
              40.37
            ],
            [
              -104.46,
              40.35
            ],
            [
              -104.48,
              40.35
            ],
            [
              -104.49,
              40.36
            ],
            [
              -104.49,
              40.39
            ],
            [
              -104.48,
              40.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0405,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a2e806e3c90a2131c291ec8dff61727571599534ed006146161f50896bb624b"
      },
      "receipt_sha256": "2a2e806e3c90a2131c291ec8dff61727571599534ed006146161f50896bb624b"
    },
    {
      "storm_id": "56741",
      "lat": 42.4517,
      "lon": -109.74,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 800.0,
      "ebshear": 16.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2113
        },
        {
          "name": "alignment",
          "value": 0.8995
        },
        {
          "name": "tau",
          "value": 0.6523
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0404
      },
      "coherence_score": 0.6523463129997253,
      "coherence_diagnostics": {
        "tau": 0.6523463129997253,
        "grad_tau": 0.09639070928096771,
        "torsion": 0.0,
        "alignment": 0.8994576334953308,
        "S_field": 0.30941787362098694,
        "Gamma_field": 0.4312601685523987,
        "S_over_Gamma": 0.7174738049507141,
        "Da": 25.646751403808594,
        "E_coh": 0.9107792973518372,
        "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": [
          [
            [
              -109.77,
              42.49
            ],
            [
              -109.71,
              42.49
            ],
            [
              -109.69,
              42.48
            ],
            [
              -109.68,
              42.47
            ],
            [
              -109.68,
              42.43
            ],
            [
              -109.71,
              42.41
            ],
            [
              -109.75,
              42.41
            ],
            [
              -109.76,
              42.42
            ],
            [
              -109.78,
              42.42
            ],
            [
              -109.79,
              42.43
            ],
            [
              -109.79,
              42.48
            ],
            [
              -109.77,
              42.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0404,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0404,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f64e54672e6ba115892f63a480131911fda03aef58e388cac11a2b546e79bac9"
      },
      "receipt_sha256": "f64e54672e6ba115892f63a480131911fda03aef58e388cac11a2b546e79bac9"
    },
    {
      "storm_id": "56607",
      "lat": 40.0006,
      "lon": -108.3219,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 538.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3363
        },
        {
          "name": "alignment",
          "value": -0.5092
        },
        {
          "name": "tau",
          "value": 0.5923
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 0.5923402309417725,
      "coherence_diagnostics": {
        "tau": 0.5923402309417725,
        "grad_tau": 0.07289762049913406,
        "torsion": 0.0,
        "alignment": -0.5091758370399475,
        "S_field": 0.12861500680446625,
        "Gamma_field": 0.40042686462402344,
        "S_over_Gamma": 0.32119473814964294,
        "Da": 24.070669174194336,
        "E_coh": 0.8766689896583557,
        "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": [
          [
            [
              -108.34,
              40.09
            ],
            [
              -108.33,
              40.08
            ],
            [
              -108.33,
              40.04
            ],
            [
              -108.26,
              39.98
            ],
            [
              -108.27,
              39.96
            ],
            [
              -108.26,
              39.95
            ],
            [
              -108.26,
              39.92
            ],
            [
              -108.27,
              39.91
            ],
            [
              -108.33,
              39.91
            ],
            [
              -108.35,
              39.93
            ],
            [
              -108.35,
              39.98
            ],
            [
              -108.34,
              39.99
            ],
            [
              -108.37,
              40.03
            ],
            [
              -108.37,
              40.07
            ],
            [
              -108.38,
              40.08
            ],
            [
              -108.34,
              40.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0398,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52717b475c5eefb561dbd48b523490f184df5f9608925c257d64aa3eb693f3bd"
      },
      "receipt_sha256": "52717b475c5eefb561dbd48b523490f184df5f9608925c257d64aa3eb693f3bd"
    },
    {
      "storm_id": "56679",
      "lat": 41.7633,
      "lon": -112.626,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 843.0,
      "ebshear": 10.0,
      "srh01": 1.0,
      "maxllaz": 0.009,
      "mesh": 0.57,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2113
        },
        {
          "name": "alignment",
          "value": -1.518
        },
        {
          "name": "tau",
          "value": 0.6749
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.6749458909034729,
      "coherence_diagnostics": {
        "tau": 0.6749458909034729,
        "grad_tau": 0.13577359914779663,
        "torsion": 0.0,
        "alignment": -1.5180128812789917,
        "S_field": 0.3369732201099396,
        "Gamma_field": 0.34459352493286133,
        "S_over_Gamma": 0.9778860807418823,
        "Da": 21.251914978027344,
        "E_coh": 0.8559541702270508,
        "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": [
          [
            [
              -112.64,
              41.81
            ],
            [
              -112.61,
              41.81
            ],
            [
              -112.59,
              41.79
            ],
            [
              -112.59,
              41.77
            ],
            [
              -112.58,
              41.76
            ],
            [
              -112.58,
              41.73
            ],
            [
              -112.61,
              41.71
            ],
            [
              -112.62,
              41.72
            ],
            [
              -112.64,
              41.71
            ],
            [
              -112.66,
              41.72
            ],
            [
              -112.66,
              41.76
            ],
            [
              -112.65,
              41.77
            ],
            [
              -112.66,
              41.78
            ],
            [
              -112.66,
              41.8
            ],
            [
              -112.64,
              41.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0396,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61e9e0735c87fb06beb8de3191ab30ab22f049280f6bbaaec04812ee206b9f3e"
      },
      "receipt_sha256": "61e9e0735c87fb06beb8de3191ab30ab22f049280f6bbaaec04812ee206b9f3e"
    },
    {
      "storm_id": "56582",
      "lat": 38.6258,
      "lon": -113.0383,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1489.0,
      "ebshear": 14.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0863
        },
        {
          "name": "alignment",
          "value": -0.5844
        },
        {
          "name": "tau",
          "value": 0.3398
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 0.33984610438346863,
      "coherence_diagnostics": {
        "tau": 0.33984610438346863,
        "grad_tau": 0.06612300872802734,
        "torsion": 0.0,
        "alignment": -0.5843839049339294,
        "S_field": 0.02864173613488674,
        "Gamma_field": 0.6887602210044861,
        "S_over_Gamma": 0.04158448055386543,
        "Da": 43.103187561035156,
        "E_coh": 0.4974445104598999,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.04,
              38.67
            ],
            [
              -113.01,
              38.67
            ],
            [
              -113.0,
              38.66
            ],
            [
              -113.0,
              38.61
            ],
            [
              -113.01,
              38.59
            ],
            [
              -113.03,
              38.58
            ],
            [
              -113.04,
              38.59
            ],
            [
              -113.07,
              38.59
            ],
            [
              -113.08,
              38.6
            ],
            [
              -113.08,
              38.62
            ],
            [
              -113.06,
              38.66
            ],
            [
              -113.04,
              38.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0392,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b2ed3ea0d20de39e75f3169f80ae7bfc9ffdbdba8a425d489440bee665bce86"
      },
      "receipt_sha256": "0b2ed3ea0d20de39e75f3169f80ae7bfc9ffdbdba8a425d489440bee665bce86"
    },
    {
      "storm_id": "56300",
      "lat": 35.4905,
      "lon": -109.2855,
      "motion_east": 0.0,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 815.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7113
        },
        {
          "name": "alignment",
          "value": 0.4925
        },
        {
          "name": "tau",
          "value": 0.4752
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 0.47516852617263794,
      "coherence_diagnostics": {
        "tau": 0.47516852617263794,
        "grad_tau": 0.12622925639152527,
        "torsion": 0.0,
        "alignment": 0.4925423562526703,
        "S_field": 0.23421740531921387,
        "Gamma_field": 0.47459352016448975,
        "S_over_Gamma": 0.4935115873813629,
        "Da": 28.824771881103516,
        "E_coh": 0.8452444076538086,
        "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": [
          [
            [
              -109.32,
              35.59
            ],
            [
              -109.28,
              35.59
            ],
            [
              -109.26,
              35.57
            ],
            [
              -109.26,
              35.51
            ],
            [
              -109.28,
              35.48
            ],
            [
              -109.26,
              35.46
            ],
            [
              -109.2,
              35.45
            ],
            [
              -109.19,
              35.43
            ],
            [
              -109.19,
              35.4
            ],
            [
              -109.23,
              35.37
            ],
            [
              -109.25,
              35.37
            ],
            [
              -109.29,
              35.4
            ],
            [
              -109.28,
              35.45
            ],
            [
              -109.32,
              35.48
            ],
            [
              -109.34,
              35.48
            ],
            [
              -109.37,
              35.52
            ],
            [
              -109.37,
              35.54
            ],
            [
              -109.35,
              35.56
            ],
            [
              -109.35,
              35.57
            ],
            [
              -109.32,
              35.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0386,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0386,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc71c7d427787c1691c72b5843890763fa3896870258f52ec78bc86cacfda67e"
      },
      "receipt_sha256": "dc71c7d427787c1691c72b5843890763fa3896870258f52ec78bc86cacfda67e"
    },
    {
      "storm_id": "56681",
      "lat": 41.5075,
      "lon": -106.0869,
      "motion_east": 3.4,
      "motion_south": -4.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 928.0,
      "ebshear": 25.0,
      "srh01": 8.0,
      "maxllaz": 0.005,
      "mesh": 0.68,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.4613
        },
        {
          "name": "alignment",
          "value": 0.2898
        },
        {
          "name": "tau",
          "value": 0.6854
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 0.6853964328765869,
      "coherence_diagnostics": {
        "tau": 0.6853964328765869,
        "grad_tau": 0.06141318380832672,
        "torsion": 0.0,
        "alignment": 0.28978270292282104,
        "S_field": 0.17308807373046875,
        "Gamma_field": 0.502093493938446,
        "S_over_Gamma": 0.34473276138305664,
        "Da": 30.610027313232422,
        "E_coh": 0.799735426902771,
        "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": [
          [
            [
              -106.05,
              41.55
            ],
            [
              -106.01,
              41.55
            ],
            [
              -106.0,
              41.54
            ],
            [
              -106.0,
              41.49
            ],
            [
              -106.03,
              41.47
            ],
            [
              -106.05,
              41.47
            ],
            [
              -106.08,
              41.43
            ],
            [
              -106.16,
              41.43
            ],
            [
              -106.2,
              41.46
            ],
            [
              -106.2,
              41.51
            ],
            [
              -106.18,
              41.53
            ],
            [
              -106.14,
              41.54
            ],
            [
              -106.1,
              41.52
            ],
            [
              -106.08,
              41.54
            ],
            [
              -106.06,
              41.54
            ],
            [
              -106.05,
              41.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0386,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0386,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc71c7d427787c1691c72b5843890763fa3896870258f52ec78bc86cacfda67e"
      },
      "receipt_sha256": "dc71c7d427787c1691c72b5843890763fa3896870258f52ec78bc86cacfda67e"
    },
    {
      "storm_id": "56168",
      "lat": 35.2791,
      "lon": -109.1945,
      "motion_east": 1.1,
      "motion_south": -6.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1144.0,
      "ebshear": 11.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7113
        },
        {
          "name": "alignment",
          "value": 0.4925
        },
        {
          "name": "tau",
          "value": 0.4752
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0384
      },
      "coherence_score": 0.47516852617263794,
      "coherence_diagnostics": {
        "tau": 0.47516852617263794,
        "grad_tau": 0.12622925639152527,
        "torsion": 0.0,
        "alignment": 0.4925423562526703,
        "S_field": 0.23421740531921387,
        "Gamma_field": 0.47459352016448975,
        "S_over_Gamma": 0.4935115873813629,
        "Da": 28.824771881103516,
        "E_coh": 0.8452444076538086,
        "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": [
          [
            [
              -109.23,
              35.32
            ],
            [
              -109.15,
              35.32
            ],
            [
              -109.13,
              35.3
            ],
            [
              -109.13,
              35.26
            ],
            [
              -109.15,
              35.24
            ],
            [
              -109.2,
              35.24
            ],
            [
              -109.21,
              35.25
            ],
            [
              -109.23,
              35.25
            ],
            [
              -109.24,
              35.26
            ],
            [
              -109.24,
              35.31
            ],
            [
              -109.23,
              35.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0384,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0384,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b93a8ffd35c9587c6696a7b504ee92c1e1df69d00210505f6893525a4e17abc0"
      },
      "receipt_sha256": "b93a8ffd35c9587c6696a7b504ee92c1e1df69d00210505f6893525a4e17abc0"
    },
    {
      "storm_id": "56550",
      "lat": 40.4225,
      "lon": -104.3187,
      "motion_east": 3.4,
      "motion_south": 1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 718.0,
      "ebshear": 22.0,
      "srh01": 16.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5863
        },
        {
          "name": "alignment",
          "value": 0.9211
        },
        {
          "name": "tau",
          "value": 0.7119
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 0.7119102478027344,
      "coherence_diagnostics": {
        "tau": 0.7119102478027344,
        "grad_tau": 0.07448633760213852,
        "torsion": 0.0,
        "alignment": 0.9210503101348877,
        "S_field": 0.23345722258090973,
        "Gamma_field": 0.48376017808914185,
        "S_over_Gamma": 0.4825887680053711,
        "Da": 28.29883575439453,
        "E_coh": 0.9123932123184204,
        "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": [
          [
            [
              -104.32,
              40.45
            ],
            [
              -104.3,
              40.45
            ],
            [
              -104.29,
              40.44
            ],
            [
              -104.29,
              40.38
            ],
            [
              -104.33,
              40.38
            ],
            [
              -104.35,
              40.4
            ],
            [
              -104.35,
              40.43
            ],
            [
              -104.32,
              40.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0382,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0382,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a094c053b9b61ea60d907fd640ae34cf6f8011a218391e4c67f8279ce25944d2"
      },
      "receipt_sha256": "a094c053b9b61ea60d907fd640ae34cf6f8011a218391e4c67f8279ce25944d2"
    },
    {
      "storm_id": "56735",
      "lat": 46.1967,
      "lon": -110.3958,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 651.0,
      "ebshear": 18.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0863
        },
        {
          "name": "alignment",
          "value": 0.722
        },
        {
          "name": "tau",
          "value": 0.2999
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.299900621175766,
      "coherence_diagnostics": {
        "tau": 0.299900621175766,
        "grad_tau": 0.0540052093565464,
        "torsion": 0.0,
        "alignment": 0.7220369577407837,
        "S_field": 0.08249366283416748,
        "Gamma_field": 0.43042683601379395,
        "S_over_Gamma": 0.1916554868221283,
        "Da": 25.78085708618164,
        "E_coh": 0.6784924864768982,
        "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": [
          [
            [
              -110.41,
              46.24
            ],
            [
              -110.4,
              46.23
            ],
            [
              -110.36,
              46.23
            ],
            [
              -110.34,
              46.22
            ],
            [
              -110.34,
              46.17
            ],
            [
              -110.35,
              46.16
            ],
            [
              -110.4,
              46.15
            ],
            [
              -110.41,
              46.16
            ],
            [
              -110.43,
              46.16
            ],
            [
              -110.45,
              46.18
            ],
            [
              -110.45,
              46.22
            ],
            [
              -110.41,
              46.24
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.038,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bf06d8e92fb765a617cb9e7d667d94984f79d47c520879a880b82e458fb1233"
      },
      "receipt_sha256": "6bf06d8e92fb765a617cb9e7d667d94984f79d47c520879a880b82e458fb1233"
    },
    {
      "storm_id": "56678",
      "lat": 41.913,
      "lon": -112.136,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 805.0,
      "ebshear": 6.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.69,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2113
        },
        {
          "name": "alignment",
          "value": -1.518
        },
        {
          "name": "tau",
          "value": 0.6749
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 0.6749458909034729,
      "coherence_diagnostics": {
        "tau": 0.6749458909034729,
        "grad_tau": 0.13577359914779663,
        "torsion": 0.0,
        "alignment": -1.5180128812789917,
        "S_field": 0.3369732201099396,
        "Gamma_field": 0.34459352493286133,
        "S_over_Gamma": 0.9778860807418823,
        "Da": 21.251914978027344,
        "E_coh": 0.8559541702270508,
        "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": [
          [
            [
              -112.16,
              41.95
            ],
            [
              -112.13,
              41.95
            ],
            [
              -112.1,
              41.93
            ],
            [
              -112.1,
              41.9
            ],
            [
              -112.09,
              41.89
            ],
            [
              -112.1,
              41.87
            ],
            [
              -112.16,
              41.87
            ],
            [
              -112.18,
              41.89
            ],
            [
              -112.18,
              41.93
            ],
            [
              -112.16,
              41.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0375,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b98fa02fe83076b556c091d353db519ababb2ee2c4207fb37cee6aa82edf13dc"
      },
      "receipt_sha256": "b98fa02fe83076b556c091d353db519ababb2ee2c4207fb37cee6aa82edf13dc"
    },
    {
      "storm_id": "55374",
      "lat": 37.6791,
      "lon": -105.6018,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 370.0,
      "ebshear": 11.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9613
        },
        {
          "name": "alignment",
          "value": -0.1628
        },
        {
          "name": "tau",
          "value": 0.6844
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.6844087839126587,
      "coherence_diagnostics": {
        "tau": 0.6844087839126587,
        "grad_tau": 0.10170185565948486,
        "torsion": 0.0,
        "alignment": -0.16280429065227509,
        "S_field": 0.21002018451690674,
        "Gamma_field": 0.4504268765449524,
        "S_over_Gamma": 0.46626922488212585,
        "Da": 26.208484649658203,
        "E_coh": 0.8807216286659241,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.58,
              37.73
            ],
            [
              -105.55,
              37.69
            ],
            [
              -105.56,
              37.65
            ],
            [
              -105.59,
              37.62
            ],
            [
              -105.62,
              37.62
            ],
            [
              -105.64,
              37.64
            ],
            [
              -105.64,
              37.68
            ],
            [
              -105.63,
              37.69
            ],
            [
              -105.63,
              37.71
            ],
            [
              -105.6,
              37.71
            ],
            [
              -105.58,
              37.73
            ]
          ]
        ]
      },
      "raw_probability": 0.037,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.037,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76f1f854137c1c3abdccce7d7946c9c9415487da55cbe752ab44701f20734063"
      },
      "receipt_sha256": "76f1f854137c1c3abdccce7d7946c9c9415487da55cbe752ab44701f20734063"
    },
    {
      "storm_id": "56734",
      "lat": 46.8056,
      "lon": -109.3778,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 786.0,
      "ebshear": 23.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.7113
        },
        {
          "name": "alignment",
          "value": 1.1829
        },
        {
          "name": "tau",
          "value": 0.3424
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.34240108728408813,
      "coherence_diagnostics": {
        "tau": 0.34240108728408813,
        "grad_tau": 0.06386888772249222,
        "torsion": 0.0,
        "alignment": 1.1828680038452148,
        "S_field": 0.11576617509126663,
        "Gamma_field": 0.348760187625885,
        "S_over_Gamma": 0.3319363296031952,
        "Da": 20.68317413330078,
        "E_coh": 0.36991992592811584,
        "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": [
          [
            [
              -109.4,
              46.84
            ],
            [
              -109.35,
              46.84
            ],
            [
              -109.33,
              46.83
            ],
            [
              -109.35,
              46.78
            ],
            [
              -109.36,
              46.78
            ],
            [
              -109.38,
              46.76
            ],
            [
              -109.39,
              46.76
            ],
            [
              -109.44,
              46.82
            ],
            [
              -109.4,
              46.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0369,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87179de2005fee24ac2777a3fb9b2b7528accdd6f87a9b9e3067b69352ef3946"
      },
      "receipt_sha256": "87179de2005fee24ac2777a3fb9b2b7528accdd6f87a9b9e3067b69352ef3946"
    },
    {
      "storm_id": "56479",
      "lat": 36.17,
      "lon": -108.5533,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1329.0,
      "ebshear": 18.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4613
        },
        {
          "name": "alignment",
          "value": 0.0473
        },
        {
          "name": "tau",
          "value": 0.4758
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0364
      },
      "coherence_score": 0.4758302569389343,
      "coherence_diagnostics": {
        "tau": 0.4758302569389343,
        "grad_tau": 0.10044889152050018,
        "torsion": 0.0,
        "alignment": 0.04730719327926636,
        "S_field": 0.07788499444723129,
        "Gamma_field": 0.3812601864337921,
        "S_over_Gamma": 0.20428305864334106,
        "Da": 22.749183654785156,
        "E_coh": 0.18648087978363037,
        "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": [
          [
            [
              -108.57,
              36.22
            ],
            [
              -108.52,
              36.22
            ],
            [
              -108.5,
              36.19
            ],
            [
              -108.51,
              36.14
            ],
            [
              -108.53,
              36.11
            ],
            [
              -108.58,
              36.11
            ],
            [
              -108.6,
              36.14
            ],
            [
              -108.6,
              36.18
            ],
            [
              -108.57,
              36.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0364,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "6a87339ac493c93560f84ad717c1f24e5cfa6e6eb1565b3c1580ea5f06e997b2",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0364,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4cbd969f21382186cd28c0acd61d3cf85e75c11733ae9e58235008025b8ea0e5"
      },
      "receipt_sha256": "4cbd969f21382186cd28c0acd61d3cf85e75c11733ae9e58235008025b8ea0e5"
    },
    {
      "storm_id": "55713",
      "lat": 41.4933,
      "lon": -104.4392,
      "motion_east": 2.4,
      "motion_south": -3.0,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 876.0,
      "ebshear": 28.0,
      "srh01": 13.0,
      "maxllaz": 0.006,
      "mesh": 0.73,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2113
        },
        {
          "name": "alignment",
          "value": -1.823
        },
        {
          "name": "tau",
          "value": 0.7077
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0363
      },
      "coherence_score": 0.7077149748802185,
      "coherence_diagnostics": {
        "tau": 0.7077149748802185,
        "grad_tau": 0.043604057282209396,
        "torsion": 0.0,
        "alignment": -1.823011875152588,
        "S_field": 0.2639169991016388,
        "Gamma_field": 0.41209352016448975,
        "S_over_Gamma": 0.6404298543930054,
        "Da": 24.991241455078125,
        "E_coh": 0.813598096370697,
        "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": [
          [
            [
              -104.46,
              41.57
            ],
            [
              -104.41,
              41.57
            ],
            [
              -104.34,
              41.51
            ],
            [
              -104.34,
              41.46
            ],
            [
              -104.36,
              41.44
            ],
            [
              -104.43,
              41.44
            ],
            [
              -104.44,
              41.43
            ],
            [
              -104.48,
              41.43
            ],
            [
              -104.52,
              41.46
            ],
            [
              -104.52,
              41.51
            ],
            [
              -104.51,
              41.53
            ],
            [
              -104.46,
              41.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0363,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0363,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8758e9f33e51742896543e5aca697b1a415562fff878b9c35af5a4d60516dde9"
      },
      "receipt_sha256": "8758e9f33e51742896543e5aca697b1a415562fff878b9c35af5a4d60516dde9"
    },
    {
      "storm_id": "55821",
      "lat": 40.1646,
      "lon": -104.3818,
      "motion_east": 2.8,
      "motion_south": 1.6,
      "valid_time": "20260723_000039 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 736.0,
      "ebshear": 20.0,
      "srh01": 18.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5863
        },
        {
          "name": "alignment",
          "value": 1.0825
        },
        {
          "name": "tau",
          "value": 0.708
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.7079524993896484,
      "coherence_diagnostics": {
        "tau": 0.7079524993896484,
        "grad_tau": 0.02010633610188961,
        "torsion": 0.0,
        "alignment": 1.0824750661849976,
        "S_field": 0.26427221298217773,
        "Gamma_field": 0.35209351778030396,
        "S_over_Gamma": 0.7505739331245422,
        "Da": 20.536731719970703,
        "E_coh": 0.751740038394928,
        "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": [
          [
            [
              -104.44,
              40.27
            ],
            [
              -104.41,
              40.26
            ],
            [
              -104.41,
              40.22
            ],
            [
              -104.4,
              40.21
            ],
            [
              -104.42,
              40.18
            ],
            [
              -104.41,
              40.17
            ],
            [
              -104.37,
              40.16
            ],
            [
              -104.35,
              40.17
            ],
            [
              -104.33,
              40.19
            ],
            [
              -104.33,
              40.2
            ],
            [
              -104.31,
              40.21
            ],
            [
              -104.27,
              40.21
            ],
            [
              -104.25,
              40.19
            ],
            [
              -104.25,
              40.14
            ],
            [
              -104.27,
              40.12
            ],
            [
              -104.3,
              40.11
            ],
            [
              -104.35,
              40.06
            ],
            [
              -104.38,
              40.06
            ],
            [
              -104.39,
              40.05
            ],
            [
              -104.43,
              40.06
            ],
            [
              -104.45,
              40.1
            ],
            [
              -104.44,
              40.12
            ],
            [
              -104.45,
              40.14
            ],
            [
              -104.44,
              40.15
            ],
            [
              -104.44,
              40.17
            ],
            [
              -104.48,
              40.19
            ],
            [
              -104.48,
              40.23
            ],
            [
              -104.44,
              40.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "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": "9ac476cefaac58ae2c0522cc2ec214aec5d1ac26fff971efe12aa9aa1bc38323",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-23T00:31:59Z",
        "raw_probability": 0.0351,
        "probability": 0.000917,
        "confidence_lo": 0.000897,
        "confidence_hi": 0.000917,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e155f562f5671727f9eb6ca0887948398bc9e6eed38759d916d74e0ba86122f"
      },
      "receipt_sha256": "0e155f562f5671727f9eb6ca0887948398bc9e6eed38759d916d74e0ba86122f"
    }
  ]
}
