{
  "forecast_id": "to_fcst_20260723_0304",
  "hazard": "tornado",
  "issued_at": "2026-07-23T03:04:27Z",
  "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": 141,
  "top_probability": 0.0221,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "58126",
      "lat": 29.7982,
      "lon": -90.8682,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0221,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1475.0,
      "ebshear": 13.0,
      "srh01": 95.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 73.7956
        },
        {
          "name": "alignment",
          "value": -12.7967
        },
        {
          "name": "tau",
          "value": 2.9341
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7612
      },
      "coherence_score": 2.934061288833618,
      "coherence_diagnostics": {
        "tau": 2.934061288833618,
        "grad_tau": 0.5628485679626465,
        "torsion": 0.0,
        "alignment": -12.79671859741211,
        "S_field": 1.6971220970153809,
        "Gamma_field": 0.28881144523620605,
        "S_over_Gamma": 5.8762288093566895,
        "Da": 18.813343048095703,
        "E_coh": 0.861752450466156,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.85,
              29.85
            ],
            [
              -90.82,
              29.84
            ],
            [
              -90.82,
              29.78
            ],
            [
              -90.85,
              29.75
            ],
            [
              -90.87,
              29.74
            ],
            [
              -90.9,
              29.74
            ],
            [
              -90.92,
              29.76
            ],
            [
              -90.92,
              29.79
            ],
            [
              -90.89,
              29.84
            ],
            [
              -90.86,
              29.84
            ],
            [
              -90.85,
              29.85
            ]
          ]
        ]
      },
      "raw_probability": 0.7612,
      "confidence_lo": 0.0214,
      "confidence_hi": 0.0221,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8b6b07e267d1824ba3914e39f32bdefb041300e2938b95891a836c1018827dc4",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.7612,
        "probability": 0.022069,
        "confidence_lo": 0.021394,
        "confidence_hi": 0.022084,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00088f3424a55e4931e72c2182101df985fad34e9508f3d71173e414622dd4cc"
      },
      "receipt_sha256": "00088f3424a55e4931e72c2182101df985fad34e9508f3d71173e414622dd4cc"
    },
    {
      "storm_id": "58481",
      "lat": 36.2154,
      "lon": -78.9246,
      "motion_east": 6.8,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0199,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 639.0,
      "ebshear": 37.0,
      "srh01": 89.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1706
        },
        {
          "name": "alignment",
          "value": 1.6042
        },
        {
          "name": "tau",
          "value": 1.7396
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6684
      },
      "coherence_score": 1.739553689956665,
      "coherence_diagnostics": {
        "tau": 1.739553689956665,
        "grad_tau": 0.05287878215312958,
        "torsion": 0.0,
        "alignment": 1.6041786670684814,
        "S_field": 0.948868989944458,
        "Gamma_field": 0.20714476704597473,
        "S_over_Gamma": 4.580704689025879,
        "Da": 12.552473068237305,
        "E_coh": 0.7478251457214355,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.93,
              36.26
            ],
            [
              -78.89,
              36.25
            ],
            [
              -78.87,
              36.23
            ],
            [
              -78.87,
              36.21
            ],
            [
              -78.9,
              36.18
            ],
            [
              -78.9,
              36.17
            ],
            [
              -78.92,
              36.16
            ],
            [
              -78.95,
              36.16
            ],
            [
              -78.98,
              36.19
            ],
            [
              -78.98,
              36.23
            ],
            [
              -78.96,
              36.25
            ],
            [
              -78.94,
              36.25
            ],
            [
              -78.93,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.6684,
      "confidence_lo": 0.0194,
      "confidence_hi": 0.0199,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "284bb02545e44c52b2e8675ebc8788e3e77347028bf6bd6598f2f68a22483317",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6684,
        "probability": 0.019903,
        "confidence_lo": 0.019376,
        "confidence_hi": 0.019914,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3024d09887b949a21a596563e5d1d8f6affd48603155e3226d3440583ce383af"
      },
      "receipt_sha256": "3024d09887b949a21a596563e5d1d8f6affd48603155e3226d3440583ce383af"
    },
    {
      "storm_id": "58329",
      "lat": 36.4217,
      "lon": -78.2809,
      "motion_east": 9.9,
      "motion_south": -5.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0199,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 366.0,
      "ebshear": 42.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1706
        },
        {
          "name": "alignment",
          "value": 1.6042
        },
        {
          "name": "tau",
          "value": 1.7396
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6529
      },
      "coherence_score": 1.739553689956665,
      "coherence_diagnostics": {
        "tau": 1.739553689956665,
        "grad_tau": 0.05287878215312958,
        "torsion": 0.0,
        "alignment": 1.6041786670684814,
        "S_field": 0.948868989944458,
        "Gamma_field": 0.20714476704597473,
        "S_over_Gamma": 4.580704689025879,
        "Da": 12.552473068237305,
        "E_coh": 0.7478251457214355,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.25,
              36.51
            ],
            [
              -78.13,
              36.51
            ],
            [
              -78.13,
              36.45
            ],
            [
              -78.17,
              36.44
            ],
            [
              -78.18,
              36.43
            ],
            [
              -78.2,
              36.43
            ],
            [
              -78.23,
              36.4
            ],
            [
              -78.22,
              36.38
            ],
            [
              -78.23,
              36.35
            ],
            [
              -78.25,
              36.34
            ],
            [
              -78.37,
              36.34
            ],
            [
              -78.38,
              36.35
            ],
            [
              -78.4,
              36.35
            ],
            [
              -78.41,
              36.36
            ],
            [
              -78.41,
              36.4
            ],
            [
              -78.4,
              36.42
            ],
            [
              -78.36,
              36.43
            ],
            [
              -78.35,
              36.44
            ],
            [
              -78.32,
              36.44
            ],
            [
              -78.28,
              36.46
            ],
            [
              -78.27,
              36.47
            ],
            [
              -78.27,
              36.49
            ],
            [
              -78.25,
              36.51
            ]
          ]
        ]
      },
      "raw_probability": 0.6529,
      "confidence_lo": 0.0194,
      "confidence_hi": 0.0199,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "cc6603a0c7c0413f1461a391a7052846731b691ec5ea3236e40cc29a10b62ea7",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6529,
        "probability": 0.019903,
        "confidence_lo": 0.019376,
        "confidence_hi": 0.019914,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e3588d5c78ab673777a17c981a73996c561335079958d107ace0218684da33da"
      },
      "receipt_sha256": "e3588d5c78ab673777a17c981a73996c561335079958d107ace0218684da33da"
    },
    {
      "storm_id": "58120",
      "lat": 37.557,
      "lon": -74.0275,
      "motion_east": 8.0,
      "motion_south": 0.5,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0199,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2406.0,
      "ebshear": 26.0,
      "srh01": 118.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0456
        },
        {
          "name": "alignment",
          "value": 1.3158
        },
        {
          "name": "tau",
          "value": 2.4921
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6508
      },
      "coherence_score": 2.4920525550842285,
      "coherence_diagnostics": {
        "tau": 2.4920525550842285,
        "grad_tau": 0.5032244920730591,
        "torsion": 0.0,
        "alignment": 1.3158183097839355,
        "S_field": 1.1232150793075562,
        "Gamma_field": 0.4588114619255066,
        "S_over_Gamma": 2.4480972290039062,
        "Da": 26.524723052978516,
        "E_coh": 0.7509494423866272,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.96,
              37.67
            ],
            [
              -73.94,
              37.67
            ],
            [
              -73.91,
              37.63
            ],
            [
              -73.91,
              37.58
            ],
            [
              -73.92,
              37.57
            ],
            [
              -73.92,
              37.54
            ],
            [
              -73.95,
              37.51
            ],
            [
              -74.02,
              37.5
            ],
            [
              -74.07,
              37.45
            ],
            [
              -74.11,
              37.45
            ],
            [
              -74.13,
              37.44
            ],
            [
              -74.14,
              37.45
            ],
            [
              -74.15,
              37.49
            ],
            [
              -74.13,
              37.53
            ],
            [
              -74.11,
              37.55
            ],
            [
              -74.11,
              37.57
            ],
            [
              -74.07,
              37.61
            ],
            [
              -74.04,
              37.61
            ],
            [
              -74.0,
              37.65
            ],
            [
              -73.96,
              37.67
            ]
          ]
        ]
      },
      "raw_probability": 0.6508,
      "confidence_lo": 0.0194,
      "confidence_hi": 0.0199,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "977ec7ab8b9afa9825d0ec531914a1a7c8b53cc065cd5a42afb77468f7eee634",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6508,
        "probability": 0.019903,
        "confidence_lo": 0.019376,
        "confidence_hi": 0.019914,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f637b207e7528d56265819b0af60fe81753a4bc9c89fb75e3932c50a3bf32590"
      },
      "receipt_sha256": "f637b207e7528d56265819b0af60fe81753a4bc9c89fb75e3932c50a3bf32590"
    },
    {
      "storm_id": "58513",
      "lat": 37.86,
      "lon": -73.3413,
      "motion_east": 8.2,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2494.0,
      "ebshear": 21.0,
      "srh01": 116.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0456
        },
        {
          "name": "alignment",
          "value": 1.3158
        },
        {
          "name": "tau",
          "value": 2.4921
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6448
      },
      "coherence_score": 2.4920525550842285,
      "coherence_diagnostics": {
        "tau": 2.4920525550842285,
        "grad_tau": 0.5032244920730591,
        "torsion": 0.0,
        "alignment": 1.3158183097839355,
        "S_field": 1.1232150793075562,
        "Gamma_field": 0.4588114619255066,
        "S_over_Gamma": 2.4480972290039062,
        "Da": 26.524723052978516,
        "E_coh": 0.7509494423866272,
        "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": [
          [
            [
              -73.35,
              37.89
            ],
            [
              -73.32,
              37.89
            ],
            [
              -73.31,
              37.87
            ],
            [
              -73.31,
              37.83
            ],
            [
              -73.35,
              37.81
            ],
            [
              -73.37,
              37.83
            ],
            [
              -73.37,
              37.87
            ],
            [
              -73.35,
              37.89
            ]
          ]
        ]
      },
      "raw_probability": 0.6448,
      "confidence_lo": 0.0152,
      "confidence_hi": 0.0196,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "049225615fd9158e705768bc723f698767694922b1ff36a00aa114dfd26863c0",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6448,
        "probability": 0.019521,
        "confidence_lo": 0.015152,
        "confidence_hi": 0.019608,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73eab2c3413a964dbc94db737820a808c438202a84ac99fcd1188aa122f09ab1"
      },
      "receipt_sha256": "73eab2c3413a964dbc94db737820a808c438202a84ac99fcd1188aa122f09ab1"
    },
    {
      "storm_id": "58516",
      "lat": 37.7311,
      "lon": -73.7089,
      "motion_east": 8.6,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2353.0,
      "ebshear": 27.0,
      "srh01": 126.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 126.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0456
        },
        {
          "name": "alignment",
          "value": 1.3158
        },
        {
          "name": "tau",
          "value": 2.4921
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6448
      },
      "coherence_score": 2.4920525550842285,
      "coherence_diagnostics": {
        "tau": 2.4920525550842285,
        "grad_tau": 0.5032244920730591,
        "torsion": 0.0,
        "alignment": 1.3158183097839355,
        "S_field": 1.1232150793075562,
        "Gamma_field": 0.4588114619255066,
        "S_over_Gamma": 2.4480972290039062,
        "Da": 26.524723052978516,
        "E_coh": 0.7509494423866272,
        "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": [
          [
            [
              -73.65,
              37.81
            ],
            [
              -73.6,
              37.81
            ],
            [
              -73.58,
              37.79
            ],
            [
              -73.58,
              37.76
            ],
            [
              -73.62,
              37.72
            ],
            [
              -73.67,
              37.71
            ],
            [
              -73.7,
              37.68
            ],
            [
              -73.7,
              37.67
            ],
            [
              -73.74,
              37.64
            ],
            [
              -73.8,
              37.64
            ],
            [
              -73.84,
              37.66
            ],
            [
              -73.84,
              37.71
            ],
            [
              -73.8,
              37.73
            ],
            [
              -73.78,
              37.73
            ],
            [
              -73.77,
              37.74
            ],
            [
              -73.74,
              37.74
            ],
            [
              -73.71,
              37.77
            ],
            [
              -73.7,
              37.77
            ],
            [
              -73.65,
              37.81
            ]
          ]
        ]
      },
      "raw_probability": 0.6448,
      "confidence_lo": 0.0152,
      "confidence_hi": 0.0196,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "049225615fd9158e705768bc723f698767694922b1ff36a00aa114dfd26863c0",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6448,
        "probability": 0.019521,
        "confidence_lo": 0.015152,
        "confidence_hi": 0.019608,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73eab2c3413a964dbc94db737820a808c438202a84ac99fcd1188aa122f09ab1"
      },
      "receipt_sha256": "73eab2c3413a964dbc94db737820a808c438202a84ac99fcd1188aa122f09ab1"
    },
    {
      "storm_id": "58608",
      "lat": 28.3856,
      "lon": -92.0878,
      "motion_east": -8.0,
      "motion_south": 9.7,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0195,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2801.0,
      "ebshear": 55.0,
      "srh01": 164.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 164.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4206
        },
        {
          "name": "alignment",
          "value": -6.0617
        },
        {
          "name": "tau",
          "value": 1.2506
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6443
      },
      "coherence_score": 1.2505919933319092,
      "coherence_diagnostics": {
        "tau": 1.2505919933319092,
        "grad_tau": 0.6332756280899048,
        "torsion": 0.0,
        "alignment": -6.0617146492004395,
        "S_field": 0.6238718628883362,
        "Gamma_field": 1.1738113164901733,
        "S_over_Gamma": 0.5314924716949463,
        "Da": 75.38136291503906,
        "E_coh": 0.5011873841285706,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.07,
              28.42
            ],
            [
              -92.06,
              28.41
            ],
            [
              -92.06,
              28.36
            ],
            [
              -92.07,
              28.35
            ],
            [
              -92.11,
              28.35
            ],
            [
              -92.12,
              28.36
            ],
            [
              -92.12,
              28.39
            ],
            [
              -92.11,
              28.41
            ],
            [
              -92.07,
              28.42
            ]
          ]
        ]
      },
      "raw_probability": 0.6443,
      "confidence_lo": 0.0152,
      "confidence_hi": 0.0196,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "462a7d89b470203f492ff018e162bbb311ffeadc660dc21d32921d0ce445c116",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6443,
        "probability": 0.019521,
        "confidence_lo": 0.015152,
        "confidence_hi": 0.019608,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c69ca4b9f164ba8447a1e4debc9093e872f4868a4ecac752df7e2aa2192d3c2"
      },
      "receipt_sha256": "3c69ca4b9f164ba8447a1e4debc9093e872f4868a4ecac752df7e2aa2192d3c2"
    },
    {
      "storm_id": "58514",
      "lat": 37.7423,
      "lon": -74.8438,
      "motion_east": 10.0,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0167,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2019.0,
      "ebshear": 28.0,
      "srh01": 69.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0456
        },
        {
          "name": "alignment",
          "value": 7.5817
        },
        {
          "name": "tau",
          "value": 1.9796
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6379
      },
      "coherence_score": 1.979579210281372,
      "coherence_diagnostics": {
        "tau": 1.979579210281372,
        "grad_tau": 0.39549586176872253,
        "torsion": 0.0,
        "alignment": 7.581686973571777,
        "S_field": 0.2801072299480438,
        "Gamma_field": 0.18464477360248566,
        "S_over_Gamma": 1.5170060396194458,
        "Da": 10.402519226074219,
        "E_coh": 0.6557102799415588,
        "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": [
          [
            [
              -74.87,
              37.81
            ],
            [
              -74.82,
              37.81
            ],
            [
              -74.8,
              37.79
            ],
            [
              -74.78,
              37.75
            ],
            [
              -74.78,
              37.69
            ],
            [
              -74.81,
              37.66
            ],
            [
              -74.85,
              37.66
            ],
            [
              -74.87,
              37.69
            ],
            [
              -74.87,
              37.72
            ],
            [
              -74.88,
              37.73
            ],
            [
              -74.88,
              37.76
            ],
            [
              -74.89,
              37.77
            ],
            [
              -74.87,
              37.81
            ]
          ]
        ]
      },
      "raw_probability": 0.6379,
      "confidence_lo": 0.0142,
      "confidence_hi": 0.0168,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2c9cad2d7ebee1bde08ee540546eed65efafcf6fd6671d536e39dcf449ca2550",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6379,
        "probability": 0.016744,
        "confidence_lo": 0.014239,
        "confidence_hi": 0.016787,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b8d0d8a8c8c44874b60186a25f92c09562ef962bb63e6bf12fd76e8b7194991"
      },
      "receipt_sha256": "1b8d0d8a8c8c44874b60186a25f92c09562ef962bb63e6bf12fd76e8b7194991"
    },
    {
      "storm_id": "58121",
      "lat": 37.3833,
      "lon": -74.4722,
      "motion_east": 8.6,
      "motion_south": 0.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0149,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2933.0,
      "ebshear": 31.0,
      "srh01": 111.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0456
        },
        {
          "name": "alignment",
          "value": 7.5817
        },
        {
          "name": "tau",
          "value": 1.9796
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6102
      },
      "coherence_score": 1.979579210281372,
      "coherence_diagnostics": {
        "tau": 1.979579210281372,
        "grad_tau": 0.39549586176872253,
        "torsion": 0.0,
        "alignment": 7.581686973571777,
        "S_field": 0.2801072299480438,
        "Gamma_field": 0.18464477360248566,
        "S_over_Gamma": 1.5170060396194458,
        "Da": 10.402519226074219,
        "E_coh": 0.6557102799415588,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.49,
              37.42
            ],
            [
              -74.43,
              37.42
            ],
            [
              -74.43,
              37.38
            ],
            [
              -74.44,
              37.36
            ],
            [
              -74.47,
              37.34
            ],
            [
              -74.48,
              37.34
            ],
            [
              -74.51,
              37.37
            ],
            [
              -74.51,
              37.4
            ],
            [
              -74.49,
              37.42
            ]
          ]
        ]
      },
      "raw_probability": 0.6102,
      "confidence_lo": 0.0142,
      "confidence_hi": 0.0149,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "5530b8282b4e5f9945fe3e9a567e8c55499df7e4c68d5eb61c86840e7922df39",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6102,
        "probability": 0.014877,
        "confidence_lo": 0.014239,
        "confidence_hi": 0.014887,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91c7f07df5ccbf6844d0bb5ad673fe000d38c9793154eb7fdea0b3d81e129925"
      },
      "receipt_sha256": "91c7f07df5ccbf6844d0bb5ad673fe000d38c9793154eb7fdea0b3d81e129925"
    },
    {
      "storm_id": "58399",
      "lat": 37.4467,
      "lon": -74.9344,
      "motion_east": 10.7,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0149,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2553.0,
      "ebshear": 29.0,
      "srh01": 106.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0456
        },
        {
          "name": "alignment",
          "value": 7.5817
        },
        {
          "name": "tau",
          "value": 1.9796
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6102
      },
      "coherence_score": 1.979579210281372,
      "coherence_diagnostics": {
        "tau": 1.979579210281372,
        "grad_tau": 0.39549586176872253,
        "torsion": 0.0,
        "alignment": 7.581686973571777,
        "S_field": 0.2801072299480438,
        "Gamma_field": 0.18464477360248566,
        "S_over_Gamma": 1.5170060396194458,
        "Da": 10.402519226074219,
        "E_coh": 0.6557102799415588,
        "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": [
          [
            [
              -74.96,
              37.5
            ],
            [
              -74.9,
              37.5
            ],
            [
              -74.89,
              37.49
            ],
            [
              -74.88,
              37.41
            ],
            [
              -74.9,
              37.37
            ],
            [
              -74.94,
              37.37
            ],
            [
              -74.99,
              37.41
            ],
            [
              -74.99,
              37.47
            ],
            [
              -74.96,
              37.5
            ]
          ]
        ]
      },
      "raw_probability": 0.6102,
      "confidence_lo": 0.0142,
      "confidence_hi": 0.0149,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "5530b8282b4e5f9945fe3e9a567e8c55499df7e4c68d5eb61c86840e7922df39",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6102,
        "probability": 0.014877,
        "confidence_lo": 0.014239,
        "confidence_hi": 0.014887,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91c7f07df5ccbf6844d0bb5ad673fe000d38c9793154eb7fdea0b3d81e129925"
      },
      "receipt_sha256": "91c7f07df5ccbf6844d0bb5ad673fe000d38c9793154eb7fdea0b3d81e129925"
    },
    {
      "storm_id": "57800",
      "lat": 38.54,
      "lon": -71.2557,
      "motion_east": 7.8,
      "motion_south": -5.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0149,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1428.0,
      "ebshear": 30.0,
      "srh01": 147.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 147.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.1706
        },
        {
          "name": "alignment",
          "value": 7.2046
        },
        {
          "name": "tau",
          "value": 3.1376
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6082
      },
      "coherence_score": 3.1375579833984375,
      "coherence_diagnostics": {
        "tau": 3.1375579833984375,
        "grad_tau": 0.30851686000823975,
        "torsion": 0.0,
        "alignment": 7.204565048217773,
        "S_field": 1.142268419265747,
        "Gamma_field": 0.37464478611946106,
        "S_over_Gamma": 3.0489370822906494,
        "Da": 22.135879516601562,
        "E_coh": 0.7842902541160583,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.32,
              38.65
            ],
            [
              -71.31,
              38.64
            ],
            [
              -71.28,
              38.64
            ],
            [
              -71.23,
              38.6
            ],
            [
              -71.23,
              38.55
            ],
            [
              -71.21,
              38.52
            ],
            [
              -71.16,
              38.52
            ],
            [
              -71.12,
              38.5
            ],
            [
              -71.11,
              38.48
            ],
            [
              -71.12,
              38.44
            ],
            [
              -71.15,
              38.44
            ],
            [
              -71.16,
              38.43
            ],
            [
              -71.17,
              38.44
            ],
            [
              -71.23,
              38.45
            ],
            [
              -71.24,
              38.46
            ],
            [
              -71.23,
              38.47
            ],
            [
              -71.23,
              38.5
            ],
            [
              -71.22,
              38.52
            ],
            [
              -71.24,
              38.54
            ],
            [
              -71.27,
              38.54
            ],
            [
              -71.28,
              38.55
            ],
            [
              -71.31,
              38.55
            ],
            [
              -71.32,
              38.54
            ],
            [
              -71.37,
              38.54
            ],
            [
              -71.39,
              38.56
            ],
            [
              -71.39,
              38.59
            ],
            [
              -71.38,
              38.61
            ],
            [
              -71.35,
              38.64
            ],
            [
              -71.33,
              38.64
            ],
            [
              -71.32,
              38.65
            ]
          ]
        ]
      },
      "raw_probability": 0.6082,
      "confidence_lo": 0.0142,
      "confidence_hi": 0.0149,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "dbd227c81834dfc1a29892e5e7c0314bc90ef8ab1897c50e8ed89332b82051e3",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.6082,
        "probability": 0.014877,
        "confidence_lo": 0.014239,
        "confidence_hi": 0.014887,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77a95b30e96465d937addfd287fd5181326d5875c7def72c30da59dc586a1374"
      },
      "receipt_sha256": "77a95b30e96465d937addfd287fd5181326d5875c7def72c30da59dc586a1374"
    },
    {
      "storm_id": "58362",
      "lat": 36.3336,
      "lon": -78.6714,
      "motion_east": 7.5,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0136,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 355.0,
      "ebshear": 37.0,
      "srh01": 62.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1706
        },
        {
          "name": "alignment",
          "value": 1.6042
        },
        {
          "name": "tau",
          "value": 1.7396
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5844
      },
      "coherence_score": 1.739553689956665,
      "coherence_diagnostics": {
        "tau": 1.739553689956665,
        "grad_tau": 0.05287878215312958,
        "torsion": 0.0,
        "alignment": 1.6041786670684814,
        "S_field": 0.948868989944458,
        "Gamma_field": 0.20714476704597473,
        "S_over_Gamma": 4.580704689025879,
        "Da": 12.552473068237305,
        "E_coh": 0.7478251457214355,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.62,
              36.43
            ],
            [
              -78.58,
              36.41
            ],
            [
              -78.58,
              36.35
            ],
            [
              -78.6,
              36.33
            ],
            [
              -78.63,
              36.27
            ],
            [
              -78.72,
              36.2
            ],
            [
              -78.77,
              36.21
            ],
            [
              -78.78,
              36.22
            ],
            [
              -78.78,
              36.26
            ],
            [
              -78.73,
              36.33
            ],
            [
              -78.7,
              36.39
            ],
            [
              -78.66,
              36.42
            ],
            [
              -78.63,
              36.42
            ],
            [
              -78.62,
              36.43
            ]
          ]
        ]
      },
      "raw_probability": 0.5844,
      "confidence_lo": 0.0122,
      "confidence_hi": 0.0136,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "92b36761e99ece971672cb42be580a26aac61d7aa5d55f0b58188201e0ff62b1",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5844,
        "probability": 0.013587,
        "confidence_lo": 0.012245,
        "confidence_hi": 0.013605,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f82e06a700d13d1395d739ec41b26ce338dde6e3ea39cf1cfa3e65880213bf51"
      },
      "receipt_sha256": "f82e06a700d13d1395d739ec41b26ce338dde6e3ea39cf1cfa3e65880213bf51"
    },
    {
      "storm_id": "58241",
      "lat": 27.9836,
      "lon": -92.3864,
      "motion_east": -8.0,
      "motion_south": 8.9,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2892.0,
      "ebshear": 56.0,
      "srh01": 141.0,
      "maxllaz": 0.006,
      "mesh": 0.42,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6706
        },
        {
          "name": "alignment",
          "value": -7.3784
        },
        {
          "name": "tau",
          "value": 0.862
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5594
      },
      "coherence_score": 0.862031877040863,
      "coherence_diagnostics": {
        "tau": 0.862031877040863,
        "grad_tau": 0.41132795810699463,
        "torsion": 0.0,
        "alignment": -7.378360748291016,
        "S_field": 0.3995945453643799,
        "Gamma_field": 1.0338114500045776,
        "S_over_Gamma": 0.38652554154396057,
        "Da": 64.10513305664062,
        "E_coh": 0.3466097116470337,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.4,
              28.08
            ],
            [
              -92.33,
              28.08
            ],
            [
              -92.31,
              28.06
            ],
            [
              -92.31,
              28.01
            ],
            [
              -92.35,
              27.98
            ],
            [
              -92.35,
              27.89
            ],
            [
              -92.36,
              27.88
            ],
            [
              -92.38,
              27.88
            ],
            [
              -92.42,
              27.91
            ],
            [
              -92.43,
              27.91
            ],
            [
              -92.46,
              27.95
            ],
            [
              -92.46,
              28.02
            ],
            [
              -92.45,
              28.04
            ],
            [
              -92.4,
              28.08
            ]
          ]
        ]
      },
      "raw_probability": 0.5594,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f60ab565f1935ba6f6fa391f572cb6f21bb175d2dc303dbe3192489301efa92d",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5594,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf1230ba29ab5c97697cfdbc6c1230a17343fef16f97b34f87c90efdc4a49fc5"
      },
      "receipt_sha256": "bf1230ba29ab5c97697cfdbc6c1230a17343fef16f97b34f87c90efdc4a49fc5"
    },
    {
      "storm_id": "58577",
      "lat": 28.2695,
      "lon": -92.2431,
      "motion_east": -8.0,
      "motion_south": 9.6,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2865.0,
      "ebshear": 58.0,
      "srh01": 170.0,
      "maxllaz": 0.005,
      "mesh": 0.39,
      "flash_rate": 69.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 170.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6706
        },
        {
          "name": "alignment",
          "value": -7.3784
        },
        {
          "name": "tau",
          "value": 0.862
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5594
      },
      "coherence_score": 0.862031877040863,
      "coherence_diagnostics": {
        "tau": 0.862031877040863,
        "grad_tau": 0.41132795810699463,
        "torsion": 0.0,
        "alignment": -7.378360748291016,
        "S_field": 0.3995945453643799,
        "Gamma_field": 1.0338114500045776,
        "S_over_Gamma": 0.38652554154396057,
        "Da": 64.10513305664062,
        "E_coh": 0.3466097116470337,
        "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": [
          [
            [
              -92.33,
              28.5
            ],
            [
              -92.3,
              28.5
            ],
            [
              -92.29,
              28.49
            ],
            [
              -92.29,
              28.47
            ],
            [
              -92.27,
              28.45
            ],
            [
              -92.27,
              28.42
            ],
            [
              -92.25,
              28.4
            ],
            [
              -92.23,
              28.36
            ],
            [
              -92.23,
              28.31
            ],
            [
              -92.21,
              28.28
            ],
            [
              -92.21,
              28.26
            ],
            [
              -92.16,
              28.2
            ],
            [
              -92.15,
              28.16
            ],
            [
              -92.11,
              28.13
            ],
            [
              -92.08,
              28.13
            ],
            [
              -92.07,
              28.14
            ],
            [
              -92.01,
              28.14
            ],
            [
              -91.98,
              28.12
            ],
            [
              -91.98,
              28.06
            ],
            [
              -92.02,
              28.02
            ],
            [
              -92.04,
              28.01
            ],
            [
              -92.1,
              28.02
            ],
            [
              -92.15,
              28.06
            ],
            [
              -92.16,
              28.09
            ],
            [
              -92.18,
              28.11
            ],
            [
              -92.25,
              28.12
            ],
            [
              -92.35,
              28.17
            ],
            [
              -92.36,
              28.19
            ],
            [
              -92.36,
              28.27
            ],
            [
              -92.39,
              28.3
            ],
            [
              -92.41,
              28.3
            ],
            [
              -92.44,
              28.33
            ],
            [
              -92.45,
              28.36
            ],
            [
              -92.44,
              28.37
            ],
            [
              -92.44,
              28.41
            ],
            [
              -92.43,
              28.43
            ],
            [
              -92.4,
              28.46
            ],
            [
              -92.36,
              28.47
            ],
            [
              -92.33,
              28.5
            ]
          ]
        ]
      },
      "raw_probability": 0.5594,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f60ab565f1935ba6f6fa391f572cb6f21bb175d2dc303dbe3192489301efa92d",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5594,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf1230ba29ab5c97697cfdbc6c1230a17343fef16f97b34f87c90efdc4a49fc5"
      },
      "receipt_sha256": "bf1230ba29ab5c97697cfdbc6c1230a17343fef16f97b34f87c90efdc4a49fc5"
    },
    {
      "storm_id": "58605",
      "lat": 37.2325,
      "lon": -75.0025,
      "motion_east": 11.9,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3060.0,
      "ebshear": 28.0,
      "srh01": 170.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 170.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7956
        },
        {
          "name": "alignment",
          "value": 1.5235
        },
        {
          "name": "tau",
          "value": 1.8801
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5518
      },
      "coherence_score": 1.8801473379135132,
      "coherence_diagnostics": {
        "tau": 1.8801473379135132,
        "grad_tau": 0.5148328542709351,
        "torsion": 0.0,
        "alignment": 1.523486614227295,
        "S_field": 0.28189748525619507,
        "Gamma_field": 0.6988114714622498,
        "S_over_Gamma": 0.4033956229686737,
        "Da": 40.45754623413086,
        "E_coh": 0.2336115837097168,
        "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": [
          [
            [
              -75.01,
              37.26
            ],
            [
              -74.97,
              37.26
            ],
            [
              -74.97,
              37.21
            ],
            [
              -74.98,
              37.2
            ],
            [
              -75.02,
              37.21
            ],
            [
              -75.03,
              37.22
            ],
            [
              -75.03,
              37.24
            ],
            [
              -75.01,
              37.26
            ]
          ]
        ]
      },
      "raw_probability": 0.5518,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "9aa1835df32274ba802b04e9f0069fc3974d9024392befd54ea3e025a4936b8a",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5518,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0897a6af48b088382e1b8a1c54f74c8ff55101641e514c79a9fcb7d2643074a1"
      },
      "receipt_sha256": "0897a6af48b088382e1b8a1c54f74c8ff55101641e514c79a9fcb7d2643074a1"
    },
    {
      "storm_id": "58400",
      "lat": 37.11,
      "lon": -75.1592,
      "motion_east": 12.1,
      "motion_south": -4.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3121.0,
      "ebshear": 29.0,
      "srh01": 163.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 163.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7956
        },
        {
          "name": "alignment",
          "value": 1.5235
        },
        {
          "name": "tau",
          "value": 1.8801
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5435
      },
      "coherence_score": 1.8801473379135132,
      "coherence_diagnostics": {
        "tau": 1.8801473379135132,
        "grad_tau": 0.5148328542709351,
        "torsion": 0.0,
        "alignment": 1.523486614227295,
        "S_field": 0.28189748525619507,
        "Gamma_field": 0.6988114714622498,
        "S_over_Gamma": 0.4033956229686737,
        "Da": 40.45754623413086,
        "E_coh": 0.2336115837097168,
        "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": [
          [
            [
              -75.15,
              37.17
            ],
            [
              -75.11,
              37.16
            ],
            [
              -75.1,
              37.15
            ],
            [
              -75.11,
              37.1
            ],
            [
              -75.13,
              37.07
            ],
            [
              -75.17,
              37.06
            ],
            [
              -75.18,
              37.05
            ],
            [
              -75.2,
              37.05
            ],
            [
              -75.22,
              37.07
            ],
            [
              -75.22,
              37.11
            ],
            [
              -75.17,
              37.16
            ],
            [
              -75.15,
              37.17
            ]
          ]
        ]
      },
      "raw_probability": 0.5435,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "afdabd690f6420d8005fe05202acc91b8d187f89c7bbd95bb9918fb3ed468ae9",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5435,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f4089433d31d56ac3f23b4d42d6f4779070041be1c1b51610f3f0b9c68ba2d1"
      },
      "receipt_sha256": "3f4089433d31d56ac3f23b4d42d6f4779070041be1c1b51610f3f0b9c68ba2d1"
    },
    {
      "storm_id": "58555",
      "lat": 37.8293,
      "lon": -75.4707,
      "motion_east": 8.0,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1219.0,
      "ebshear": 30.0,
      "srh01": 94.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0456
        },
        {
          "name": "alignment",
          "value": 8.4832
        },
        {
          "name": "tau",
          "value": 1.7013
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5346
      },
      "coherence_score": 1.7012739181518555,
      "coherence_diagnostics": {
        "tau": 1.7012739181518555,
        "grad_tau": 0.1949029415845871,
        "torsion": 0.0,
        "alignment": 8.483168601989746,
        "S_field": 0.3733450770378113,
        "Gamma_field": 0.1604781150817871,
        "S_over_Gamma": 2.3264548778533936,
        "Da": 9.595324516296387,
        "E_coh": 0.6555944085121155,
        "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": [
          [
            [
              -75.52,
              38.0
            ],
            [
              -75.47,
              38.0
            ],
            [
              -75.45,
              37.99
            ],
            [
              -75.41,
              37.91
            ],
            [
              -75.42,
              37.9
            ],
            [
              -75.42,
              37.87
            ],
            [
              -75.44,
              37.85
            ],
            [
              -75.42,
              37.82
            ],
            [
              -75.42,
              37.8
            ],
            [
              -75.39,
              37.74
            ],
            [
              -75.39,
              37.71
            ],
            [
              -75.41,
              37.67
            ],
            [
              -75.4,
              37.66
            ],
            [
              -75.41,
              37.65
            ],
            [
              -75.41,
              37.61
            ],
            [
              -75.47,
              37.61
            ],
            [
              -75.47,
              37.7
            ],
            [
              -75.49,
              37.74
            ],
            [
              -75.49,
              37.77
            ],
            [
              -75.53,
              37.82
            ],
            [
              -75.53,
              37.84
            ],
            [
              -75.55,
              37.86
            ],
            [
              -75.54,
              37.9
            ],
            [
              -75.56,
              37.92
            ],
            [
              -75.56,
              37.94
            ],
            [
              -75.55,
              37.95
            ],
            [
              -75.54,
              37.99
            ],
            [
              -75.52,
              38.0
            ]
          ]
        ]
      },
      "raw_probability": 0.5346,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "54c603530822a6bf22d7db3de39fee68feb6ca2401e1287e55dc73ec0542a086",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5346,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2af91a4a794ef387058d100711181b42b78d3e44d231b0eeaa425ab238e189cd"
      },
      "receipt_sha256": "2af91a4a794ef387058d100711181b42b78d3e44d231b0eeaa425ab238e189cd"
    },
    {
      "storm_id": "58593",
      "lat": 37.9154,
      "lon": -75.2122,
      "motion_east": 8.6,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1890.0,
      "ebshear": 30.0,
      "srh01": 73.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0456
        },
        {
          "name": "alignment",
          "value": 8.4832
        },
        {
          "name": "tau",
          "value": 1.7013
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5317
      },
      "coherence_score": 1.7012739181518555,
      "coherence_diagnostics": {
        "tau": 1.7012739181518555,
        "grad_tau": 0.1949029415845871,
        "torsion": 0.0,
        "alignment": 8.483168601989746,
        "S_field": 0.3733450770378113,
        "Gamma_field": 0.1604781150817871,
        "S_over_Gamma": 2.3264548778533936,
        "Da": 9.595324516296387,
        "E_coh": 0.6555944085121155,
        "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": [
          [
            [
              -75.22,
              38.03
            ],
            [
              -75.2,
              38.03
            ],
            [
              -75.19,
              38.02
            ],
            [
              -75.17,
              38.02
            ],
            [
              -75.13,
              38.0
            ],
            [
              -75.1,
              37.97
            ],
            [
              -75.09,
              37.94
            ],
            [
              -75.08,
              37.93
            ],
            [
              -75.06,
              37.93
            ],
            [
              -75.06,
              37.91
            ],
            [
              -75.07,
              37.91
            ],
            [
              -75.1,
              37.87
            ],
            [
              -75.13,
              37.87
            ],
            [
              -75.14,
              37.86
            ],
            [
              -75.14,
              37.83
            ],
            [
              -75.17,
              37.79
            ],
            [
              -75.21,
              37.79
            ],
            [
              -75.22,
              37.8
            ],
            [
              -75.25,
              37.8
            ],
            [
              -75.26,
              37.81
            ],
            [
              -75.3,
              37.81
            ],
            [
              -75.32,
              37.83
            ],
            [
              -75.32,
              37.89
            ],
            [
              -75.35,
              37.92
            ],
            [
              -75.38,
              37.93
            ],
            [
              -75.37,
              37.94
            ],
            [
              -75.33,
              37.94
            ],
            [
              -75.33,
              37.93
            ],
            [
              -75.3,
              37.91
            ],
            [
              -75.26,
              37.91
            ],
            [
              -75.25,
              37.92
            ],
            [
              -75.23,
              37.92
            ],
            [
              -75.22,
              37.93
            ],
            [
              -75.22,
              37.96
            ],
            [
              -75.23,
              37.97
            ],
            [
              -75.23,
              38.02
            ],
            [
              -75.22,
              38.03
            ]
          ]
        ]
      },
      "raw_probability": 0.5317,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "9902e6d34f97a0423ba592375739d714bf57055b90a4c916e879a7b040c755ff",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5317,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45e8c9bf0baf2054ddec0375ed25a701561d7afe62d05cea3ff0389bf75b8eab"
      },
      "receipt_sha256": "45e8c9bf0baf2054ddec0375ed25a701561d7afe62d05cea3ff0389bf75b8eab"
    },
    {
      "storm_id": "58436",
      "lat": 36.9375,
      "lon": -75.5181,
      "motion_east": 11.4,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3140.0,
      "ebshear": 35.0,
      "srh01": 170.0,
      "maxllaz": 0.007,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 170.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2956
        },
        {
          "name": "alignment",
          "value": 5.2921
        },
        {
          "name": "tau",
          "value": 1.5303
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5229
      },
      "coherence_score": 1.5303245782852173,
      "coherence_diagnostics": {
        "tau": 1.5303245782852173,
        "grad_tau": 0.1177678033709526,
        "torsion": 0.0,
        "alignment": 5.292075157165527,
        "S_field": 0.2379085123538971,
        "Gamma_field": 0.8121448159217834,
        "S_over_Gamma": 0.2929385304450989,
        "Da": 49.558921813964844,
        "E_coh": 0.37687981128692627,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.51,
              36.99
            ],
            [
              -75.47,
              36.99
            ],
            [
              -75.46,
              36.98
            ],
            [
              -75.46,
              36.95
            ],
            [
              -75.45,
              36.94
            ],
            [
              -75.47,
              36.92
            ],
            [
              -75.49,
              36.92
            ],
            [
              -75.55,
              36.86
            ],
            [
              -75.58,
              36.86
            ],
            [
              -75.59,
              36.87
            ],
            [
              -75.59,
              36.92
            ],
            [
              -75.58,
              36.93
            ],
            [
              -75.54,
              36.94
            ],
            [
              -75.52,
              36.96
            ],
            [
              -75.52,
              36.98
            ],
            [
              -75.51,
              36.99
            ]
          ]
        ]
      },
      "raw_probability": 0.5229,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d457c2d86397e1499b89c1f4bedcc536a6c403d80b0c4ba65e16c8c4453f98ac",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.5229,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "743aecbbfe5f9121654457c5db94e07c89321b62ec94391e919ff4f722e65232"
      },
      "receipt_sha256": "743aecbbfe5f9121654457c5db94e07c89321b62ec94391e919ff4f722e65232"
    },
    {
      "storm_id": "58573",
      "lat": 28.8331,
      "lon": -93.36,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3279.0,
      "ebshear": 52.0,
      "srh01": 169.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 169.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0456
        },
        {
          "name": "alignment",
          "value": -6.2426
        },
        {
          "name": "tau",
          "value": 0.9204
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4875
      },
      "coherence_score": 0.9204040765762329,
      "coherence_diagnostics": {
        "tau": 0.9204040765762329,
        "grad_tau": 0.4572385251522064,
        "torsion": 0.0,
        "alignment": -6.242641448974609,
        "S_field": 0.6140986084938049,
        "Gamma_field": 0.9204781651496887,
        "S_over_Gamma": 0.6671517491340637,
        "Da": 55.852989196777344,
        "E_coh": 0.69549161195755,
        "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": [
          [
            [
              -93.33,
              28.88
            ],
            [
              -93.32,
              28.87
            ],
            [
              -93.33,
              28.86
            ],
            [
              -93.33,
              28.82
            ],
            [
              -93.32,
              28.81
            ],
            [
              -93.37,
              28.77
            ],
            [
              -93.39,
              28.78
            ],
            [
              -93.42,
              28.78
            ],
            [
              -93.4,
              28.82
            ],
            [
              -93.41,
              28.84
            ],
            [
              -93.38,
              28.86
            ],
            [
              -93.35,
              28.86
            ],
            [
              -93.33,
              28.88
            ]
          ]
        ]
      },
      "raw_probability": 0.4875,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4458546313426bbe381672160dc530eabded97da74d6b837cbf82a042c0ae09e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4875,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10699e4e7362afd4cce19c42681c3e47957280149b72bbfcf17cc0e15f54b28c"
      },
      "receipt_sha256": "10699e4e7362afd4cce19c42681c3e47957280149b72bbfcf17cc0e15f54b28c"
    },
    {
      "storm_id": "57784",
      "lat": 36.0465,
      "lon": -79.3535,
      "motion_east": 8.8,
      "motion_south": 0.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 596.0,
      "ebshear": 41.0,
      "srh01": 89.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4206
        },
        {
          "name": "alignment",
          "value": 4.3601
        },
        {
          "name": "tau",
          "value": 1.6485
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4874
      },
      "coherence_score": 1.6485071182250977,
      "coherence_diagnostics": {
        "tau": 1.6485071182250977,
        "grad_tau": 0.11107048392295837,
        "torsion": 0.0,
        "alignment": 4.360084533691406,
        "S_field": 0.43992942571640015,
        "Gamma_field": 0.2154781073331833,
        "S_over_Gamma": 2.0416431427001953,
        "Da": 12.796486854553223,
        "E_coh": 0.7809673547744751,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.31,
              36.14
            ],
            [
              -79.28,
              36.14
            ],
            [
              -79.26,
              36.13
            ],
            [
              -79.29,
              36.09
            ],
            [
              -79.29,
              36.04
            ],
            [
              -79.27,
              36.0
            ],
            [
              -79.27,
              35.96
            ],
            [
              -79.3,
              35.93
            ],
            [
              -79.34,
              35.93
            ],
            [
              -79.36,
              35.95
            ],
            [
              -79.38,
              35.95
            ],
            [
              -79.4,
              35.97
            ],
            [
              -79.44,
              35.98
            ],
            [
              -79.48,
              36.03
            ],
            [
              -79.48,
              36.05
            ],
            [
              -79.47,
              36.06
            ],
            [
              -79.42,
              36.06
            ],
            [
              -79.41,
              36.07
            ],
            [
              -79.37,
              36.08
            ],
            [
              -79.34,
              36.11
            ],
            [
              -79.34,
              36.13
            ],
            [
              -79.32,
              36.13
            ],
            [
              -79.31,
              36.14
            ]
          ]
        ]
      },
      "raw_probability": 0.4874,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "af321087efd4c0cb7cfb7f9d68ed606ecfafa1ab8c60a08baf24f3e367b03be4",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4874,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf92b25cbf18c9eb64d93b7541b33a5a611fcd388e19eaaafe59d527c22315e3"
      },
      "receipt_sha256": "cf92b25cbf18c9eb64d93b7541b33a5a611fcd388e19eaaafe59d527c22315e3"
    },
    {
      "storm_id": "58466",
      "lat": 36.6763,
      "lon": -75.7995,
      "motion_east": 7.1,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3587.0,
      "ebshear": 33.0,
      "srh01": 152.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 152.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.2956
        },
        {
          "name": "alignment",
          "value": 5.2921
        },
        {
          "name": "tau",
          "value": 1.5303
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4612
      },
      "coherence_score": 1.5303245782852173,
      "coherence_diagnostics": {
        "tau": 1.5303245782852173,
        "grad_tau": 0.1177678033709526,
        "torsion": 0.0,
        "alignment": 5.292075157165527,
        "S_field": 0.2379085123538971,
        "Gamma_field": 0.8121448159217834,
        "S_over_Gamma": 0.2929385304450989,
        "Da": 49.558921813964844,
        "E_coh": 0.37687981128692627,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.8,
              36.73
            ],
            [
              -75.77,
              36.73
            ],
            [
              -75.76,
              36.72
            ],
            [
              -75.75,
              36.73
            ],
            [
              -75.74,
              36.72
            ],
            [
              -75.74,
              36.67
            ],
            [
              -75.76,
              36.65
            ],
            [
              -75.76,
              36.64
            ],
            [
              -75.78,
              36.63
            ],
            [
              -75.8,
              36.63
            ],
            [
              -75.81,
              36.62
            ],
            [
              -75.85,
              36.62
            ],
            [
              -75.86,
              36.63
            ],
            [
              -75.86,
              36.64
            ],
            [
              -75.84,
              36.66
            ],
            [
              -75.84,
              36.69
            ],
            [
              -75.85,
              36.7
            ],
            [
              -75.82,
              36.71
            ],
            [
              -75.8,
              36.73
            ]
          ]
        ]
      },
      "raw_probability": 0.4612,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "cb8e0c0d9c9dd5f39020ce6fc46c92deaf9f06a0b15fca931bf4668c391c068a",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4612,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b7443420595ce00963708a2927c68e8131c77e40f3f57a4aeb6e8f8e7a06f02"
      },
      "receipt_sha256": "6b7443420595ce00963708a2927c68e8131c77e40f3f57a4aeb6e8f8e7a06f02"
    },
    {
      "storm_id": "58461",
      "lat": 37.9414,
      "lon": -72.0643,
      "motion_east": 7.0,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2584.0,
      "ebshear": 18.0,
      "srh01": 158.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 158.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.4206
        },
        {
          "name": "alignment",
          "value": 3.8664
        },
        {
          "name": "tau",
          "value": 3.0803
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4396
      },
      "coherence_score": 3.0802531242370605,
      "coherence_diagnostics": {
        "tau": 3.0802531242370605,
        "grad_tau": 0.16677016019821167,
        "torsion": 0.0,
        "alignment": 3.8664462566375732,
        "S_field": 1.198997974395752,
        "Gamma_field": 0.3438114523887634,
        "S_over_Gamma": 3.487370729446411,
        "Da": 21.124242782592773,
        "E_coh": 0.8443509340286255,
        "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": [
          [
            [
              -72.09,
              37.97
            ],
            [
              -72.05,
              37.97
            ],
            [
              -72.04,
              37.96
            ],
            [
              -72.04,
              37.91
            ],
            [
              -72.05,
              37.9
            ],
            [
              -72.09,
              37.91
            ],
            [
              -72.09,
              37.97
            ]
          ]
        ]
      },
      "raw_probability": 0.4396,
      "confidence_lo": 0.007,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f04318968f81b65ab36a5422e260f0ff7488e5106727de69f6451c3c9fa67920",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4396,
        "probability": 0.0071,
        "confidence_lo": 0.006982,
        "confidence_hi": 0.007101,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42b73c8bfe87874015e276d5e0a7d44c6f653a3a2ff4934e2f8924b1f1ff4f22"
      },
      "receipt_sha256": "42b73c8bfe87874015e276d5e0a7d44c6f653a3a2ff4934e2f8924b1f1ff4f22"
    },
    {
      "storm_id": "58139",
      "lat": 36.0374,
      "lon": -79.9065,
      "motion_east": 9.3,
      "motion_south": 0.4,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0058,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 754.0,
      "ebshear": 37.0,
      "srh01": 62.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1706
        },
        {
          "name": "alignment",
          "value": 5.1092
        },
        {
          "name": "tau",
          "value": 1.5174
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4162
      },
      "coherence_score": 1.5174145698547363,
      "coherence_diagnostics": {
        "tau": 1.5174145698547363,
        "grad_tau": 0.12271146476268768,
        "torsion": 0.0,
        "alignment": 5.109248638153076,
        "S_field": 0.47034141421318054,
        "Gamma_field": 0.24297809600830078,
        "S_over_Gamma": 1.935735821723938,
        "Da": 14.954649925231934,
        "E_coh": 0.6598747968673706,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.87,
              36.12
            ],
            [
              -79.75,
              36.12
            ],
            [
              -79.72,
              36.09
            ],
            [
              -79.71,
              36.09
            ],
            [
              -79.71,
              36.05
            ],
            [
              -79.72,
              36.04
            ],
            [
              -79.72,
              36.02
            ],
            [
              -79.76,
              35.97
            ],
            [
              -79.84,
              35.97
            ],
            [
              -79.88,
              35.94
            ],
            [
              -79.94,
              35.94
            ],
            [
              -79.99,
              35.98
            ],
            [
              -80.01,
              35.98
            ],
            [
              -80.03,
              36.0
            ],
            [
              -80.07,
              36.0
            ],
            [
              -80.08,
              36.01
            ],
            [
              -80.08,
              36.05
            ],
            [
              -80.07,
              36.07
            ],
            [
              -80.05,
              36.08
            ],
            [
              -80.02,
              36.08
            ],
            [
              -80.01,
              36.07
            ],
            [
              -79.95,
              36.07
            ],
            [
              -79.87,
              36.12
            ]
          ]
        ]
      },
      "raw_probability": 0.4162,
      "confidence_lo": 0.0053,
      "confidence_hi": 0.0058,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "fa6a64bd2cb1ed09ec7558c5ccf30f885ad39b8a917a09e0febd8feae076c60e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4162,
        "probability": 0.00577,
        "confidence_lo": 0.005329,
        "confidence_hi": 0.005773,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "843c64d452596a46b14a3b1c4a8a500b73140fb7447671e237542ea0e417d333"
      },
      "receipt_sha256": "843c64d452596a46b14a3b1c4a8a500b73140fb7447671e237542ea0e417d333"
    },
    {
      "storm_id": "58398",
      "lat": 38.0459,
      "lon": -71.6488,
      "motion_east": 8.3,
      "motion_south": -4.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0058,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2733.0,
      "ebshear": 24.0,
      "srh01": 118.0,
      "maxllaz": 0.0,
      "mesh": 0.17,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6706
        },
        {
          "name": "alignment",
          "value": 5.4424
        },
        {
          "name": "tau",
          "value": 2.8487
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4115
      },
      "coherence_score": 2.8486592769622803,
      "coherence_diagnostics": {
        "tau": 2.8486592769622803,
        "grad_tau": 0.30321595072746277,
        "torsion": 0.0,
        "alignment": 5.4423828125,
        "S_field": 0.575607180595398,
        "Gamma_field": 0.354644775390625,
        "S_over_Gamma": 1.623052716255188,
        "Da": 19.621517181396484,
        "E_coh": 0.6760808229446411,
        "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": [
          [
            [
              -71.68,
              38.15
            ],
            [
              -71.64,
              38.15
            ],
            [
              -71.63,
              38.14
            ],
            [
              -71.63,
              38.11
            ],
            [
              -71.62,
              38.09
            ],
            [
              -71.55,
              38.03
            ],
            [
              -71.54,
              38.01
            ],
            [
              -71.54,
              37.97
            ],
            [
              -71.56,
              37.94
            ],
            [
              -71.61,
              37.94
            ],
            [
              -71.65,
              37.96
            ],
            [
              -71.72,
              37.97
            ],
            [
              -71.72,
              37.98
            ],
            [
              -71.76,
              38.02
            ],
            [
              -71.76,
              38.08
            ],
            [
              -71.74,
              38.09
            ],
            [
              -71.68,
              38.15
            ]
          ]
        ]
      },
      "raw_probability": 0.4115,
      "confidence_lo": 0.0053,
      "confidence_hi": 0.0058,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "e7c24918107320dcf0a81787f16d5f243c447f6e8ca7fe0de0ded8c55677df30",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4115,
        "probability": 0.00577,
        "confidence_lo": 0.005329,
        "confidence_hi": 0.005773,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "471d6db9b35173dfcd8e32f13fe6b3c94631b01b72061f20c1fd0b4093cca96b"
      },
      "receipt_sha256": "471d6db9b35173dfcd8e32f13fe6b3c94631b01b72061f20c1fd0b4093cca96b"
    },
    {
      "storm_id": "57993",
      "lat": 37.5789,
      "lon": -75.9156,
      "motion_east": 6.8,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0058,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 813.0,
      "ebshear": 37.0,
      "srh01": 111.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0456
        },
        {
          "name": "alignment",
          "value": 8.4832
        },
        {
          "name": "tau",
          "value": 1.7013
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4072
      },
      "coherence_score": 1.7012739181518555,
      "coherence_diagnostics": {
        "tau": 1.7012739181518555,
        "grad_tau": 0.1949029415845871,
        "torsion": 0.0,
        "alignment": 8.483168601989746,
        "S_field": 0.3733450770378113,
        "Gamma_field": 0.1604781150817871,
        "S_over_Gamma": 2.3264548778533936,
        "Da": 9.595324516296387,
        "E_coh": 0.6555944085121155,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.91,
              37.63
            ],
            [
              -75.87,
              37.63
            ],
            [
              -75.85,
              37.62
            ],
            [
              -75.85,
              37.56
            ],
            [
              -75.93,
              37.52
            ],
            [
              -75.96,
              37.52
            ],
            [
              -75.98,
              37.53
            ],
            [
              -75.98,
              37.57
            ],
            [
              -75.91,
              37.63
            ]
          ]
        ]
      },
      "raw_probability": 0.4072,
      "confidence_lo": 0.0053,
      "confidence_hi": 0.0058,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "0fe1686b6978dd8406dff42605a8ba6467848382db4a516de8b4ee17d497b4b7",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.4072,
        "probability": 0.00577,
        "confidence_lo": 0.005329,
        "confidence_hi": 0.005773,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d959345bd6fd0a3f8264b2862f13472a3be664d02b48a74146d2d8943bee2b39"
      },
      "receipt_sha256": "d959345bd6fd0a3f8264b2862f13472a3be664d02b48a74146d2d8943bee2b39"
    },
    {
      "storm_id": "57576",
      "lat": 28.2047,
      "lon": -94.464,
      "motion_east": 0.7,
      "motion_south": 17.5,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2904.0,
      "ebshear": 54.0,
      "srh01": 185.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5456
        },
        {
          "name": "alignment",
          "value": -5.1507
        },
        {
          "name": "tau",
          "value": 0.4356
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3731
      },
      "coherence_score": 0.4356217384338379,
      "coherence_diagnostics": {
        "tau": 0.4356217384338379,
        "grad_tau": 0.17541882395744324,
        "torsion": 0.0,
        "alignment": -5.150664806365967,
        "S_field": 0.166680246591568,
        "Gamma_field": 1.290477991104126,
        "S_over_Gamma": 0.12916164100170135,
        "Da": 76.46031951904297,
        "E_coh": 0.34854280948638916,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.54,
              28.26
            ],
            [
              -94.48,
              28.26
            ],
            [
              -94.47,
              28.25
            ],
            [
              -94.38,
              28.25
            ],
            [
              -94.33,
              28.21
            ],
            [
              -94.34,
              28.19
            ],
            [
              -94.34,
              28.16
            ],
            [
              -94.39,
              28.12
            ],
            [
              -94.45,
              28.12
            ],
            [
              -94.52,
              28.16
            ],
            [
              -94.52,
              28.17
            ],
            [
              -94.56,
              28.2
            ],
            [
              -94.55,
              28.21
            ],
            [
              -94.55,
              28.25
            ],
            [
              -94.54,
              28.26
            ]
          ]
        ]
      },
      "raw_probability": 0.3731,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8b1f41b40cd5fb85b9bb4a73b5cf7f5223be4351de1e3dbd95979fe424752d58",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.3731,
        "probability": 0.003538,
        "confidence_lo": 0.003009,
        "confidence_hi": 0.00354,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95b95f5f38f0b2318af01e1e33c855bc8e38165ae579fe6efb929be729581fcc"
      },
      "receipt_sha256": "95b95f5f38f0b2318af01e1e33c855bc8e38165ae579fe6efb929be729581fcc"
    },
    {
      "storm_id": "57264",
      "lat": 40.695,
      "lon": -102.941,
      "motion_east": 5.2,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1536.0,
      "ebshear": 45.0,
      "srh01": 92.0,
      "maxllaz": 0.003,
      "mesh": 0.6,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1706
        },
        {
          "name": "alignment",
          "value": -4.9028
        },
        {
          "name": "tau",
          "value": 0.8738
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3377
      },
      "coherence_score": 0.8737905025482178,
      "coherence_diagnostics": {
        "tau": 0.8737905025482178,
        "grad_tau": 0.1315140724182129,
        "torsion": 0.0,
        "alignment": -4.902762413024902,
        "S_field": 0.5055622458457947,
        "Gamma_field": 0.5946447849273682,
        "S_over_Gamma": 0.8501920104026794,
        "Da": 37.795101165771484,
        "E_coh": 0.4829513430595398,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.95,
              40.73
            ],
            [
              -102.92,
              40.73
            ],
            [
              -102.89,
              40.71
            ],
            [
              -102.89,
              40.67
            ],
            [
              -102.91,
              40.65
            ],
            [
              -102.97,
              40.65
            ],
            [
              -102.98,
              40.66
            ],
            [
              -102.98,
              40.7
            ],
            [
              -102.97,
              40.72
            ],
            [
              -102.95,
              40.73
            ]
          ]
        ]
      },
      "raw_probability": 0.3377,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8ad6dc5e8bd14e40da326aff0a9f2994955af9ccfcce743b284e12c28c80c0c7",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.3377,
        "probability": 0.003112,
        "confidence_lo": 0.003009,
        "confidence_hi": 0.003113,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4621f61a4b260988e48a92a9cce14570c50b99addc58fa24a8b9c5cd1f7559c4"
      },
      "receipt_sha256": "4621f61a4b260988e48a92a9cce14570c50b99addc58fa24a8b9c5cd1f7559c4"
    },
    {
      "storm_id": "58602",
      "lat": 40.49,
      "lon": -102.94,
      "motion_east": 5.2,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1626.0,
      "ebshear": 41.0,
      "srh01": 84.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1706
        },
        {
          "name": "alignment",
          "value": -4.9028
        },
        {
          "name": "tau",
          "value": 0.8738
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3123
      },
      "coherence_score": 0.8737905025482178,
      "coherence_diagnostics": {
        "tau": 0.8737905025482178,
        "grad_tau": 0.1315140724182129,
        "torsion": 0.0,
        "alignment": -4.902762413024902,
        "S_field": 0.5055622458457947,
        "Gamma_field": 0.5946447849273682,
        "S_over_Gamma": 0.8501920104026794,
        "Da": 37.795101165771484,
        "E_coh": 0.4829513430595398,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.97,
              40.52
            ],
            [
              -102.92,
              40.52
            ],
            [
              -102.9,
              40.5
            ],
            [
              -102.91,
              40.47
            ],
            [
              -102.92,
              40.46
            ],
            [
              -102.96,
              40.46
            ],
            [
              -102.97,
              40.47
            ],
            [
              -102.97,
              40.52
            ]
          ]
        ]
      },
      "raw_probability": 0.3123,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "5328ee22427b2c8141a27fceb20174ccf96a9ee82d0236e7ea3580667e7f2681",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.3123,
        "probability": 0.003112,
        "confidence_lo": 0.003009,
        "confidence_hi": 0.003113,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fc0a73e2de2e7a55d4f434932566114b43f7e3fe9b25d7e3369472d22ce1980"
      },
      "receipt_sha256": "6fc0a73e2de2e7a55d4f434932566114b43f7e3fe9b25d7e3369472d22ce1980"
    },
    {
      "storm_id": "58568",
      "lat": 40.8225,
      "lon": -102.8937,
      "motion_east": 5.2,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1360.0,
      "ebshear": 42.0,
      "srh01": 71.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1706
        },
        {
          "name": "alignment",
          "value": -4.9028
        },
        {
          "name": "tau",
          "value": 0.8738
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2757
      },
      "coherence_score": 0.8737905025482178,
      "coherence_diagnostics": {
        "tau": 0.8737905025482178,
        "grad_tau": 0.1315140724182129,
        "torsion": 0.0,
        "alignment": -4.902762413024902,
        "S_field": 0.5055622458457947,
        "Gamma_field": 0.5946447849273682,
        "S_over_Gamma": 0.8501920104026794,
        "Da": 37.795101165771484,
        "E_coh": 0.4829513430595398,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.92,
              40.85
            ],
            [
              -102.87,
              40.85
            ],
            [
              -102.86,
              40.84
            ],
            [
              -102.86,
              40.81
            ],
            [
              -102.89,
              40.79
            ],
            [
              -102.91,
              40.79
            ],
            [
              -102.92,
              40.8
            ],
            [
              -102.92,
              40.85
            ]
          ]
        ]
      },
      "raw_probability": 0.2757,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2b61d66fd3897f4db94dddd3813eefef2ae10a28fe55b749fac46806c8abb13e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2757,
        "probability": 0.002685,
        "confidence_lo": 0.002419,
        "confidence_hi": 0.002686,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "add7ec6a9d90215192fbf293050c6d63f24bd298aef69945e7d078e9899185d2"
      },
      "receipt_sha256": "add7ec6a9d90215192fbf293050c6d63f24bd298aef69945e7d078e9899185d2"
    },
    {
      "storm_id": "58542",
      "lat": 41.7137,
      "lon": -108.0538,
      "motion_east": 7.0,
      "motion_south": -6.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2595.0,
      "ebshear": 23.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5456
        },
        {
          "name": "alignment",
          "value": 5.9824
        },
        {
          "name": "tau",
          "value": 0.7903
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2657
      },
      "coherence_score": 0.7903382182121277,
      "coherence_diagnostics": {
        "tau": 0.7903382182121277,
        "grad_tau": 0.11926186829805374,
        "torsion": 0.0,
        "alignment": 5.9823832511901855,
        "S_field": 0.45537811517715454,
        "Gamma_field": 0.4146447777748108,
        "S_over_Gamma": 1.0982366800308228,
        "Da": 26.97414207458496,
        "E_coh": 0.5308218598365784,
        "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": [
          [
            [
              -108.09,
              41.75
            ],
            [
              -108.03,
              41.75
            ],
            [
              -108.01,
              41.72
            ],
            [
              -108.01,
              41.69
            ],
            [
              -108.03,
              41.67
            ],
            [
              -108.07,
              41.67
            ],
            [
              -108.1,
              41.71
            ],
            [
              -108.09,
              41.75
            ]
          ]
        ]
      },
      "raw_probability": 0.2657,
      "confidence_lo": 0.0024,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "7b43577629146836c53345ae0f1954a1c77a44c481bd718efda551640fab6f0a",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2657,
        "probability": 0.002685,
        "confidence_lo": 0.002419,
        "confidence_hi": 0.002686,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7b7f1de316844c3333102cd2ca22856b20d591a71c0e6d5e1f6ebf96cd83740"
      },
      "receipt_sha256": "b7b7f1de316844c3333102cd2ca22856b20d591a71c0e6d5e1f6ebf96cd83740"
    },
    {
      "storm_id": "58610",
      "lat": 27.9278,
      "lon": -94.1389,
      "motion_east": 6.1,
      "motion_south": 0.4,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1647.0,
      "ebshear": 54.0,
      "srh01": 175.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 175.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5456
        },
        {
          "name": "alignment",
          "value": -5.1507
        },
        {
          "name": "tau",
          "value": 0.4356
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2618
      },
      "coherence_score": 0.4356217384338379,
      "coherence_diagnostics": {
        "tau": 0.4356217384338379,
        "grad_tau": 0.17541882395744324,
        "torsion": 0.0,
        "alignment": -5.150664806365967,
        "S_field": 0.166680246591568,
        "Gamma_field": 1.290477991104126,
        "S_over_Gamma": 0.12916164100170135,
        "Da": 76.46031951904297,
        "E_coh": 0.34854280948638916,
        "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": [
          [
            [
              -94.13,
              27.96
            ],
            [
              -94.11,
              27.95
            ],
            [
              -94.11,
              27.9
            ],
            [
              -94.13,
              27.89
            ],
            [
              -94.16,
              27.89
            ],
            [
              -94.17,
              27.9
            ],
            [
              -94.17,
              27.95
            ],
            [
              -94.14,
              27.95
            ],
            [
              -94.13,
              27.96
            ]
          ]
        ]
      },
      "raw_probability": 0.2618,
      "confidence_lo": 0.0023,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "50c1001e3dd6b699bd9ceba01e1dfa5f133a3c64a77a35337a731dc7845c9191",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2618,
        "probability": 0.002551,
        "confidence_lo": 0.002281,
        "confidence_hi": 0.002552,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e01fe832e3b005b4ecef2d2815d712dd1ba46e0fb9e888c0ec14ba60ebbca8b7"
      },
      "receipt_sha256": "e01fe832e3b005b4ecef2d2815d712dd1ba46e0fb9e888c0ec14ba60ebbca8b7"
    },
    {
      "storm_id": "58330",
      "lat": 35.7679,
      "lon": -83.4936,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1319.0,
      "ebshear": 33.0,
      "srh01": 72.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1706
        },
        {
          "name": "alignment",
          "value": 0.6994
        },
        {
          "name": "tau",
          "value": 1.2094
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2489
      },
      "coherence_score": 1.2093820571899414,
      "coherence_diagnostics": {
        "tau": 1.2093820571899414,
        "grad_tau": 0.23350201547145844,
        "torsion": 0.0,
        "alignment": 0.6994144320487976,
        "S_field": 0.6948065757751465,
        "Gamma_field": 0.25381144881248474,
        "S_over_Gamma": 2.7374911308288574,
        "Da": 15.265215873718262,
        "E_coh": 0.9467169046401978,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.51,
              35.81
            ],
            [
              -83.49,
              35.81
            ],
            [
              -83.46,
              35.79
            ],
            [
              -83.45,
              35.77
            ],
            [
              -83.46,
              35.76
            ],
            [
              -83.45,
              35.75
            ],
            [
              -83.46,
              35.74
            ],
            [
              -83.48,
              35.73
            ],
            [
              -83.49,
              35.74
            ],
            [
              -83.53,
              35.74
            ],
            [
              -83.56,
              35.76
            ],
            [
              -83.54,
              35.76
            ],
            [
              -83.52,
              35.78
            ],
            [
              -83.51,
              35.81
            ]
          ]
        ]
      },
      "raw_probability": 0.2489,
      "confidence_lo": 0.0023,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d937fbef5270a56b1da2238bdef39cecdbc635c8dca74d4b7ca43bf71ce539db",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2489,
        "probability": 0.002449,
        "confidence_lo": 0.002281,
        "confidence_hi": 0.00245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09663c443c611195dc4a21aaa17e2691b4e50f14bf618c08083dceb252a9860d"
      },
      "receipt_sha256": "09663c443c611195dc4a21aaa17e2691b4e50f14bf618c08083dceb252a9860d"
    },
    {
      "storm_id": "58449",
      "lat": 28.5978,
      "lon": -94.4578,
      "motion_east": 0.9,
      "motion_south": 5.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4060.0,
      "ebshear": 53.0,
      "srh01": 165.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 165.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5456
        },
        {
          "name": "alignment",
          "value": -5.1507
        },
        {
          "name": "tau",
          "value": 0.4356
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2409
      },
      "coherence_score": 0.4356217384338379,
      "coherence_diagnostics": {
        "tau": 0.4356217384338379,
        "grad_tau": 0.17541882395744324,
        "torsion": 0.0,
        "alignment": -5.150664806365967,
        "S_field": 0.166680246591568,
        "Gamma_field": 1.290477991104126,
        "S_over_Gamma": 0.12916164100170135,
        "Da": 76.46031951904297,
        "E_coh": 0.34854280948638916,
        "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": [
          [
            [
              -94.48,
              28.63
            ],
            [
              -94.45,
              28.63
            ],
            [
              -94.43,
              28.62
            ],
            [
              -94.42,
              28.6
            ],
            [
              -94.42,
              28.56
            ],
            [
              -94.44,
              28.55
            ],
            [
              -94.5,
              28.55
            ],
            [
              -94.5,
              28.61
            ],
            [
              -94.48,
              28.63
            ]
          ]
        ]
      },
      "raw_probability": 0.2409,
      "confidence_lo": 0.0023,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4efcd721d487acf26ea3339d58a1c8b6acfe7f527fc3a9701a152d840adf3ac5",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2409,
        "probability": 0.002449,
        "confidence_lo": 0.002281,
        "confidence_hi": 0.00245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30b76d94ce089489d82dc95c69f647ab735d6ac77f15f39c0159f01c3ae81904"
      },
      "receipt_sha256": "30b76d94ce089489d82dc95c69f647ab735d6ac77f15f39c0159f01c3ae81904"
    },
    {
      "storm_id": "58541",
      "lat": 42.0968,
      "lon": -107.82,
      "motion_east": 5.6,
      "motion_south": -6.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1209.0,
      "ebshear": 22.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5456
        },
        {
          "name": "alignment",
          "value": 5.9824
        },
        {
          "name": "tau",
          "value": 0.7903
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2294
      },
      "coherence_score": 0.7903382182121277,
      "coherence_diagnostics": {
        "tau": 0.7903382182121277,
        "grad_tau": 0.11926186829805374,
        "torsion": 0.0,
        "alignment": 5.9823832511901855,
        "S_field": 0.45537811517715454,
        "Gamma_field": 0.4146447777748108,
        "S_over_Gamma": 1.0982366800308228,
        "Da": 26.97414207458496,
        "E_coh": 0.5308218598365784,
        "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": [
          [
            [
              -107.94,
              42.22
            ],
            [
              -107.88,
              42.2
            ],
            [
              -107.83,
              42.15
            ],
            [
              -107.79,
              42.14
            ],
            [
              -107.76,
              42.1
            ],
            [
              -107.74,
              42.1
            ],
            [
              -107.72,
              42.08
            ],
            [
              -107.71,
              42.08
            ],
            [
              -107.71,
              42.02
            ],
            [
              -107.72,
              42.01
            ],
            [
              -107.73,
              42.02
            ],
            [
              -107.74,
              42.01
            ],
            [
              -107.74,
              42.02
            ],
            [
              -107.76,
              42.03
            ],
            [
              -107.77,
              42.05
            ],
            [
              -107.8,
              42.07
            ],
            [
              -107.83,
              42.07
            ],
            [
              -107.84,
              42.06
            ],
            [
              -107.88,
              42.07
            ],
            [
              -107.9,
              42.09
            ],
            [
              -107.9,
              42.1
            ],
            [
              -107.95,
              42.15
            ],
            [
              -107.96,
              42.15
            ],
            [
              -107.96,
              42.21
            ],
            [
              -107.94,
              42.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2294,
      "confidence_lo": 0.002,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "57788ff68cee6306dbb9cfef6d05901c01e1d86ba568fac550efcf2ab3be1619",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2294,
        "probability": 0.002449,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.00245,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b17bc0f03b9242eec0078308e70deafc8ce70217c8fa1606e55caaf6179c358c"
      },
      "receipt_sha256": "b17bc0f03b9242eec0078308e70deafc8ce70217c8fa1606e55caaf6179c358c"
    },
    {
      "storm_id": "58382",
      "lat": 28.6267,
      "lon": -94.1953,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3702.0,
      "ebshear": 51.0,
      "srh01": 175.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 175.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4206
        },
        {
          "name": "alignment",
          "value": -3.3313
        },
        {
          "name": "tau",
          "value": 0.6406
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2252
      },
      "coherence_score": 0.640596866607666,
      "coherence_diagnostics": {
        "tau": 0.640596866607666,
        "grad_tau": 0.33803799748420715,
        "torsion": 0.0,
        "alignment": -3.3312740325927734,
        "S_field": 0.2184891700744629,
        "Gamma_field": 0.9046448469161987,
        "S_over_Gamma": 0.2415192723274231,
        "Da": 53.92021560668945,
        "E_coh": 0.6858285069465637,
        "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": [
          [
            [
              -94.18,
              28.68
            ],
            [
              -94.14,
              28.68
            ],
            [
              -94.15,
              28.67
            ],
            [
              -94.15,
              28.6
            ],
            [
              -94.16,
              28.59
            ],
            [
              -94.16,
              28.57
            ],
            [
              -94.21,
              28.57
            ],
            [
              -94.22,
              28.58
            ],
            [
              -94.24,
              28.58
            ],
            [
              -94.25,
              28.59
            ],
            [
              -94.24,
              28.61
            ],
            [
              -94.24,
              28.66
            ],
            [
              -94.22,
              28.67
            ],
            [
              -94.19,
              28.67
            ],
            [
              -94.18,
              28.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2252,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "42c39566595d54164f671ea2c54354b69df477980ff4493660bb2149581ce7b8",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2252,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ca004d09c80d8b2d219112cb750d6d6ac929e111d8d84e83be7b8fdf813e481"
      },
      "receipt_sha256": "3ca004d09c80d8b2d219112cb750d6d6ac929e111d8d84e83be7b8fdf813e481"
    },
    {
      "storm_id": "55107",
      "lat": 49.2505,
      "lon": -92.2395,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 283.0,
      "ebshear": 26.0,
      "srh01": 114.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6706
        },
        {
          "name": "alignment",
          "value": 2.1793
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2217
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5581751465797424,
        "torsion": 0.0,
        "alignment": 2.1793289184570312,
        "S_field": 0.5115025639533997,
        "Gamma_field": 0.3663114607334137,
        "S_over_Gamma": 1.3963596820831299,
        "Da": 22.898771286010742,
        "E_coh": 0.5866230726242065,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.36,
              49.34
            ],
            [
              -92.33,
              49.34
            ],
            [
              -92.3,
              49.32
            ],
            [
              -92.27,
              49.32
            ],
            [
              -92.25,
              49.3
            ],
            [
              -92.22,
              49.3
            ],
            [
              -92.2,
              49.29
            ],
            [
              -92.13,
              49.21
            ],
            [
              -92.03,
              49.21
            ],
            [
              -92.03,
              49.15
            ],
            [
              -92.07,
              49.13
            ],
            [
              -92.12,
              49.13
            ],
            [
              -92.21,
              49.19
            ],
            [
              -92.24,
              49.19
            ],
            [
              -92.27,
              49.21
            ],
            [
              -92.29,
              49.21
            ],
            [
              -92.35,
              49.24
            ],
            [
              -92.38,
              49.27
            ],
            [
              -92.38,
              49.32
            ],
            [
              -92.36,
              49.34
            ]
          ]
        ]
      },
      "raw_probability": 0.2217,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "62d21f297c0eebf86a7e481faf2731b3f6e0944a5f3fe76ae1a05035d4d4def8",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2217,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "625174fbe9df952201963bcb9d2127e85f650de62b4c6045804fda6920b74f0d"
      },
      "receipt_sha256": "625174fbe9df952201963bcb9d2127e85f650de62b4c6045804fda6920b74f0d"
    },
    {
      "storm_id": "58609",
      "lat": 27.9808,
      "lon": -95.6333,
      "motion_east": 0.3,
      "motion_south": 21.3,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2722.0,
      "ebshear": 54.0,
      "srh01": 97.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6706
        },
        {
          "name": "alignment",
          "value": -1.1103
        },
        {
          "name": "tau",
          "value": 0.3923
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2035
      },
      "coherence_score": 0.39230459928512573,
      "coherence_diagnostics": {
        "tau": 0.39230459928512573,
        "grad_tau": 0.09150894731283188,
        "torsion": 0.0,
        "alignment": -1.1103399991989136,
        "S_field": 0.05985107645392418,
        "Gamma_field": 0.4563114643096924,
        "S_over_Gamma": 0.13116277754306793,
        "Da": 27.357192993164062,
        "E_coh": 0.4840506613254547,
        "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": [
          [
            [
              -95.65,
              28.02
            ],
            [
              -95.62,
              28.02
            ],
            [
              -95.62,
              28.0
            ],
            [
              -95.6,
              27.98
            ],
            [
              -95.6,
              27.96
            ],
            [
              -95.61,
              27.95
            ],
            [
              -95.63,
              27.95
            ],
            [
              -95.64,
              27.94
            ],
            [
              -95.66,
              27.95
            ],
            [
              -95.67,
              27.98
            ],
            [
              -95.65,
              28.0
            ],
            [
              -95.65,
              28.02
            ]
          ]
        ]
      },
      "raw_probability": 0.2035,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "232202d6a972b58c92b45995a0b0a36ffa310d247ae6138bc5a235a8c8c033c0",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.2035,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e2335bb2eb8db791f23789a5c68d56e555a539f85df374000ecc84030e563a8"
      },
      "receipt_sha256": "2e2335bb2eb8db791f23789a5c68d56e555a539f85df374000ecc84030e563a8"
    },
    {
      "storm_id": "57952",
      "lat": 28.1093,
      "lon": -95.55,
      "motion_east": 0.2,
      "motion_south": 21.7,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3127.0,
      "ebshear": 53.0,
      "srh01": 105.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6706
        },
        {
          "name": "alignment",
          "value": -1.1103
        },
        {
          "name": "tau",
          "value": 0.3923
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1981
      },
      "coherence_score": 0.39230459928512573,
      "coherence_diagnostics": {
        "tau": 0.39230459928512573,
        "grad_tau": 0.09150894731283188,
        "torsion": 0.0,
        "alignment": -1.1103399991989136,
        "S_field": 0.05985107645392418,
        "Gamma_field": 0.4563114643096924,
        "S_over_Gamma": 0.13116277754306793,
        "Da": 27.357192993164062,
        "E_coh": 0.4840506613254547,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.61,
              28.17
            ],
            [
              -95.59,
              28.17
            ],
            [
              -95.58,
              28.16
            ],
            [
              -95.5,
              28.16
            ],
            [
              -95.43,
              28.1
            ],
            [
              -95.43,
              28.05
            ],
            [
              -95.45,
              28.03
            ],
            [
              -95.5,
              28.03
            ],
            [
              -95.52,
              28.04
            ],
            [
              -95.56,
              28.08
            ],
            [
              -95.62,
              28.1
            ],
            [
              -95.65,
              28.13
            ],
            [
              -95.65,
              28.14
            ],
            [
              -95.61,
              28.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1981,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f1d63034cda94c4428d329b024d3694ed1b09ead390bce240d23ae5c5cbec7e2",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1981,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dbf2ef8c2d2dac6a12df01f8cb5032ae6cb415e1df61eb7c0d867ea13784b052"
      },
      "receipt_sha256": "dbf2ef8c2d2dac6a12df01f8cb5032ae6cb415e1df61eb7c0d867ea13784b052"
    },
    {
      "storm_id": "58164",
      "lat": 49.9893,
      "lon": -91.83,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 262.0,
      "ebshear": 24.0,
      "srh01": 121.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1706
        },
        {
          "name": "alignment",
          "value": 3.2418
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1907
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5047892332077026,
        "torsion": 0.0,
        "alignment": 3.2418289184570312,
        "S_field": 0.38378843665122986,
        "Gamma_field": 0.31547811627388,
        "S_over_Gamma": 1.2165294885635376,
        "Da": 19.248828887939453,
        "E_coh": 0.40213438868522644,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.89,
              50.04
            ],
            [
              -91.88,
              50.03
            ],
            [
              -91.84,
              50.03
            ],
            [
              -91.8,
              50.01
            ],
            [
              -91.73,
              50.01
            ],
            [
              -91.7,
              49.95
            ],
            [
              -91.73,
              49.93
            ],
            [
              -91.77,
              49.93
            ],
            [
              -91.78,
              49.92
            ],
            [
              -91.85,
              49.92
            ],
            [
              -91.93,
              49.98
            ],
            [
              -91.93,
              50.03
            ],
            [
              -91.9,
              50.03
            ],
            [
              -91.89,
              50.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1907,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "70c9d156f1ad40d14a118d4bd9abf8667cae19ac423e595183d1e850d3d5620e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1907,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62680a526fa212e48dfedc35a0fde96db1d877e19dcc3ef0e778b3a3fd51c9d0"
      },
      "receipt_sha256": "62680a526fa212e48dfedc35a0fde96db1d877e19dcc3ef0e778b3a3fd51c9d0"
    },
    {
      "storm_id": "58315",
      "lat": 28.8917,
      "lon": -95.1592,
      "motion_east": -6.0,
      "motion_south": 10.7,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4181.0,
      "ebshear": 58.0,
      "srh01": 87.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4206
        },
        {
          "name": "alignment",
          "value": -0.1548
        },
        {
          "name": "tau",
          "value": 0.4943
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1881
      },
      "coherence_score": 0.4942814111709595,
      "coherence_diagnostics": {
        "tau": 0.4942814111709595,
        "grad_tau": 0.22673220932483673,
        "torsion": 0.0,
        "alignment": -0.1547667384147644,
        "S_field": 0.07985667884349823,
        "Gamma_field": 1.1621447801589966,
        "S_over_Gamma": 0.0687149167060852,
        "Da": 72.97859954833984,
        "E_coh": 0.08188065886497498,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.19,
              28.94
            ],
            [
              -95.12,
              28.94
            ],
            [
              -95.1,
              28.91
            ],
            [
              -95.1,
              28.88
            ],
            [
              -95.12,
              28.86
            ],
            [
              -95.15,
              28.86
            ],
            [
              -95.16,
              28.85
            ],
            [
              -95.17,
              28.86
            ],
            [
              -95.19,
              28.86
            ],
            [
              -95.21,
              28.88
            ],
            [
              -95.21,
              28.92
            ],
            [
              -95.19,
              28.94
            ]
          ]
        ]
      },
      "raw_probability": 0.1881,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "b294b5be528685602e8b7994d59b48f033ce1117571aec48abace1abe64081f7",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1881,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aca8e75156450dba62d18960a37a69f33c138fdb19dea3af69fea0aa49250d1d"
      },
      "receipt_sha256": "aca8e75156450dba62d18960a37a69f33c138fdb19dea3af69fea0aa49250d1d"
    },
    {
      "storm_id": "58379",
      "lat": 35.473,
      "lon": -83.998,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1981.0,
      "ebshear": 31.0,
      "srh01": 95.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9206
        },
        {
          "name": "alignment",
          "value": 0.8469
        },
        {
          "name": "tau",
          "value": 0.9451
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1881
      },
      "coherence_score": 0.9451076984405518,
      "coherence_diagnostics": {
        "tau": 0.9451076984405518,
        "grad_tau": 0.19522278010845184,
        "torsion": 0.0,
        "alignment": 0.8469284772872925,
        "S_field": 0.15711721777915955,
        "Gamma_field": 1.1146446466445923,
        "S_over_Gamma": 0.14095722138881683,
        "Da": 66.53166198730469,
        "E_coh": 0.34755924344062805,
        "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": [
          [
            [
              -84.02,
              35.52
            ],
            [
              -83.99,
              35.51
            ],
            [
              -83.94,
              35.47
            ],
            [
              -83.94,
              35.44
            ],
            [
              -83.96,
              35.42
            ],
            [
              -84.0,
              35.42
            ],
            [
              -84.03,
              35.45
            ],
            [
              -84.04,
              35.47
            ],
            [
              -84.04,
              35.51
            ],
            [
              -84.02,
              35.52
            ]
          ]
        ]
      },
      "raw_probability": 0.1881,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "b294b5be528685602e8b7994d59b48f033ce1117571aec48abace1abe64081f7",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1881,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aca8e75156450dba62d18960a37a69f33c138fdb19dea3af69fea0aa49250d1d"
      },
      "receipt_sha256": "aca8e75156450dba62d18960a37a69f33c138fdb19dea3af69fea0aa49250d1d"
    },
    {
      "storm_id": "58595",
      "lat": 35.506,
      "lon": -83.853,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1756.0,
      "ebshear": 31.0,
      "srh01": 101.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9206
        },
        {
          "name": "alignment",
          "value": 0.8469
        },
        {
          "name": "tau",
          "value": 0.9451
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1881
      },
      "coherence_score": 0.9451076984405518,
      "coherence_diagnostics": {
        "tau": 0.9451076984405518,
        "grad_tau": 0.19522278010845184,
        "torsion": 0.0,
        "alignment": 0.8469284772872925,
        "S_field": 0.15711721777915955,
        "Gamma_field": 1.1146446466445923,
        "S_over_Gamma": 0.14095722138881683,
        "Da": 66.53166198730469,
        "E_coh": 0.34755924344062805,
        "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": [
          [
            [
              -83.88,
              35.53
            ],
            [
              -83.84,
              35.53
            ],
            [
              -83.84,
              35.52
            ],
            [
              -83.82,
              35.51
            ],
            [
              -83.82,
              35.5
            ],
            [
              -83.83,
              35.5
            ],
            [
              -83.84,
              35.48
            ],
            [
              -83.88,
              35.47
            ],
            [
              -83.9,
              35.49
            ],
            [
              -83.88,
              35.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1881,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "b294b5be528685602e8b7994d59b48f033ce1117571aec48abace1abe64081f7",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1881,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aca8e75156450dba62d18960a37a69f33c138fdb19dea3af69fea0aa49250d1d"
      },
      "receipt_sha256": "aca8e75156450dba62d18960a37a69f33c138fdb19dea3af69fea0aa49250d1d"
    },
    {
      "storm_id": "58350",
      "lat": 29.1592,
      "lon": -95.0923,
      "motion_east": -7.0,
      "motion_south": 11.8,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3763.0,
      "ebshear": 43.0,
      "srh01": 112.0,
      "maxllaz": 0.004,
      "mesh": 0.53,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4206
        },
        {
          "name": "alignment",
          "value": -0.1548
        },
        {
          "name": "tau",
          "value": 0.4943
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1874
      },
      "coherence_score": 0.4942814111709595,
      "coherence_diagnostics": {
        "tau": 0.4942814111709595,
        "grad_tau": 0.22673220932483673,
        "torsion": 0.0,
        "alignment": -0.1547667384147644,
        "S_field": 0.07985667884349823,
        "Gamma_field": 1.1621447801589966,
        "S_over_Gamma": 0.0687149167060852,
        "Da": 72.97859954833984,
        "E_coh": 0.08188065886497498,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.1,
              29.25
            ],
            [
              -95.07,
              29.25
            ],
            [
              -95.05,
              29.21
            ],
            [
              -95.01,
              29.16
            ],
            [
              -95.01,
              29.12
            ],
            [
              -95.04,
              29.09
            ],
            [
              -95.05,
              29.1
            ],
            [
              -95.12,
              29.1
            ],
            [
              -95.13,
              29.11
            ],
            [
              -95.16,
              29.11
            ],
            [
              -95.18,
              29.13
            ],
            [
              -95.18,
              29.19
            ],
            [
              -95.1,
              29.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1874,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "fa30e4efcf113b7371becebd30893871ca4bf9ed109125d7e48c4e802021743d",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1874,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "175cfbac8a37609e326f3876b8442eb3b68826d81fcaa56edae976d5fae9c66a"
      },
      "receipt_sha256": "175cfbac8a37609e326f3876b8442eb3b68826d81fcaa56edae976d5fae9c66a"
    },
    {
      "storm_id": "58528",
      "lat": 29.3179,
      "lon": -94.9321,
      "motion_east": -6.0,
      "motion_south": 11.3,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3757.0,
      "ebshear": 45.0,
      "srh01": 72.0,
      "maxllaz": 0.005,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4206
        },
        {
          "name": "alignment",
          "value": -0.1548
        },
        {
          "name": "tau",
          "value": 0.4943
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.185
      },
      "coherence_score": 0.4942814111709595,
      "coherence_diagnostics": {
        "tau": 0.4942814111709595,
        "grad_tau": 0.22673220932483673,
        "torsion": 0.0,
        "alignment": -0.1547667384147644,
        "S_field": 0.07985667884349823,
        "Gamma_field": 1.1621447801589966,
        "S_over_Gamma": 0.0687149167060852,
        "Da": 72.97859954833984,
        "E_coh": 0.08188065886497498,
        "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": [
          [
            [
              -94.88,
              29.37
            ],
            [
              -94.88,
              29.33
            ],
            [
              -94.89,
              29.32
            ],
            [
              -94.89,
              29.3
            ],
            [
              -94.93,
              29.27
            ],
            [
              -94.96,
              29.27
            ],
            [
              -94.98,
              29.28
            ],
            [
              -94.97,
              29.29
            ],
            [
              -94.98,
              29.3
            ],
            [
              -94.97,
              29.31
            ],
            [
              -94.97,
              29.34
            ],
            [
              -94.95,
              29.35
            ],
            [
              -94.92,
              29.35
            ],
            [
              -94.88,
              29.37
            ]
          ]
        ]
      },
      "raw_probability": 0.185,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "690918c4089c56b3bcb0bb25844464d3a9298481c3a9bed214e467e1172b243c",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.185,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dce679a906eb8493feffbf5f1e50673c7761eb650f123bdd39eef6c6c1b4c970"
      },
      "receipt_sha256": "dce679a906eb8493feffbf5f1e50673c7761eb650f123bdd39eef6c6c1b4c970"
    },
    {
      "storm_id": "58333",
      "lat": 28.6517,
      "lon": -94.9272,
      "motion_east": -6.0,
      "motion_south": 10.1,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4261.0,
      "ebshear": 54.0,
      "srh01": 147.0,
      "maxllaz": 0.007,
      "mesh": 0.67,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 147.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4206
        },
        {
          "name": "alignment",
          "value": -0.1548
        },
        {
          "name": "tau",
          "value": 0.4943
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1832
      },
      "coherence_score": 0.4942814111709595,
      "coherence_diagnostics": {
        "tau": 0.4942814111709595,
        "grad_tau": 0.22673220932483673,
        "torsion": 0.0,
        "alignment": -0.1547667384147644,
        "S_field": 0.07985667884349823,
        "Gamma_field": 1.1621447801589966,
        "S_over_Gamma": 0.0687149167060852,
        "Da": 72.97859954833984,
        "E_coh": 0.08188065886497498,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.93,
              28.8
            ],
            [
              -94.9,
              28.8
            ],
            [
              -94.88,
              28.77
            ],
            [
              -94.88,
              28.69
            ],
            [
              -94.9,
              28.65
            ],
            [
              -94.9,
              28.61
            ],
            [
              -94.87,
              28.58
            ],
            [
              -94.87,
              28.55
            ],
            [
              -94.89,
              28.53
            ],
            [
              -94.94,
              28.53
            ],
            [
              -94.96,
              28.54
            ],
            [
              -94.98,
              28.58
            ],
            [
              -94.98,
              28.6
            ],
            [
              -94.96,
              28.62
            ],
            [
              -94.96,
              28.64
            ],
            [
              -94.98,
              28.68
            ],
            [
              -94.98,
              28.76
            ],
            [
              -94.93,
              28.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1832,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "59ac3d7df51793f23eded12a8c7434f28ab5efd164f83e6f0cb1e0870cfc13a3",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1832,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a12987a1c5b5d2cb513161aaefab5621771c2706b979755f5ccf9880cd58f72"
      },
      "receipt_sha256": "0a12987a1c5b5d2cb513161aaefab5621771c2706b979755f5ccf9880cd58f72"
    },
    {
      "storm_id": "58579",
      "lat": 50.0082,
      "lon": -92.03,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 341.0,
      "ebshear": 26.0,
      "srh01": 151.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 151.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1706
        },
        {
          "name": "alignment",
          "value": 3.2418
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1809
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5047892332077026,
        "torsion": 0.0,
        "alignment": 3.2418289184570312,
        "S_field": 0.38378843665122986,
        "Gamma_field": 0.31547811627388,
        "S_over_Gamma": 1.2165294885635376,
        "Da": 19.248828887939453,
        "E_coh": 0.40213438868522644,
        "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": [
          [
            [
              -92.04,
              50.04
            ],
            [
              -92.01,
              50.04
            ],
            [
              -92.0,
              50.03
            ],
            [
              -92.0,
              49.98
            ],
            [
              -92.01,
              49.97
            ],
            [
              -92.04,
              49.97
            ],
            [
              -92.05,
              49.98
            ],
            [
              -92.05,
              50.0
            ],
            [
              -92.04,
              50.01
            ],
            [
              -92.05,
              50.03
            ],
            [
              -92.04,
              50.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1809,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "b3735d036984198e632dfa26b92abbdb8426a6a7260fd497f0b744e558c6ff3c",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1809,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3de17957a29ac8b76b5a3d7562ed8b3d97043cbf689ce2cb8325c08e438eead3"
      },
      "receipt_sha256": "3de17957a29ac8b76b5a3d7562ed8b3d97043cbf689ce2cb8325c08e438eead3"
    },
    {
      "storm_id": "58355",
      "lat": 41.8406,
      "lon": -107.8263,
      "motion_east": 6.9,
      "motion_south": -6.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1933.0,
      "ebshear": 20.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5456
        },
        {
          "name": "alignment",
          "value": 5.9824
        },
        {
          "name": "tau",
          "value": 0.7903
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1801
      },
      "coherence_score": 0.7903382182121277,
      "coherence_diagnostics": {
        "tau": 0.7903382182121277,
        "grad_tau": 0.11926186829805374,
        "torsion": 0.0,
        "alignment": 5.9823832511901855,
        "S_field": 0.45537811517715454,
        "Gamma_field": 0.4146447777748108,
        "S_over_Gamma": 1.0982366800308228,
        "Da": 26.97414207458496,
        "E_coh": 0.5308218598365784,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.82,
              41.93
            ],
            [
              -107.81,
              41.93
            ],
            [
              -107.79,
              41.91
            ],
            [
              -107.79,
              41.9
            ],
            [
              -107.76,
              41.88
            ],
            [
              -107.75,
              41.86
            ],
            [
              -107.75,
              41.81
            ],
            [
              -107.78,
              41.78
            ],
            [
              -107.81,
              41.78
            ],
            [
              -107.84,
              41.76
            ],
            [
              -107.86,
              41.77
            ],
            [
              -107.87,
              41.79
            ],
            [
              -107.91,
              41.79
            ],
            [
              -107.93,
              41.81
            ],
            [
              -107.93,
              41.82
            ],
            [
              -107.82,
              41.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1801,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "71b4b897c3a4d01cea028cb8d17ebb449ddd245954335b760217844b73d80584",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1801,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "613133b4c87584782c6de4e0abb6f612a5f0441ad547ebb8bf6f88d839e7e7b9"
      },
      "receipt_sha256": "613133b4c87584782c6de4e0abb6f612a5f0441ad547ebb8bf6f88d839e7e7b9"
    },
    {
      "storm_id": "57933",
      "lat": 35.454,
      "lon": -84.133,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2175.0,
      "ebshear": 31.0,
      "srh01": 89.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9206
        },
        {
          "name": "alignment",
          "value": 0.8469
        },
        {
          "name": "tau",
          "value": 0.9451
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1794
      },
      "coherence_score": 0.9451076984405518,
      "coherence_diagnostics": {
        "tau": 0.9451076984405518,
        "grad_tau": 0.19522278010845184,
        "torsion": 0.0,
        "alignment": 0.8469284772872925,
        "S_field": 0.15711721777915955,
        "Gamma_field": 1.1146446466445923,
        "S_over_Gamma": 0.14095722138881683,
        "Da": 66.53166198730469,
        "E_coh": 0.34755924344062805,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.16,
              35.49
            ],
            [
              -84.11,
              35.49
            ],
            [
              -84.1,
              35.48
            ],
            [
              -84.08,
              35.44
            ],
            [
              -84.09,
              35.4
            ],
            [
              -84.14,
              35.4
            ],
            [
              -84.16,
              35.42
            ],
            [
              -84.16,
              35.46
            ],
            [
              -84.17,
              35.47
            ],
            [
              -84.16,
              35.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1794,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "36e4eb2950535a5d195693b9676f86326284732dc485514f3054b8f79b762a9b",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1794,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4224b831dc999047af7dbf67f32951611ec4be358e205353dc07f5a09161513d"
      },
      "receipt_sha256": "4224b831dc999047af7dbf67f32951611ec4be358e205353dc07f5a09161513d"
    },
    {
      "storm_id": "58534",
      "lat": 46.66,
      "lon": -121.54,
      "motion_east": 1.5,
      "motion_south": -7.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2683.0,
      "ebshear": 27.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0456
        },
        {
          "name": "alignment",
          "value": -3.388
        },
        {
          "name": "tau",
          "value": 0.6079
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1633
      },
      "coherence_score": 0.6078651547431946,
      "coherence_diagnostics": {
        "tau": 0.6078651547431946,
        "grad_tau": 0.07117757201194763,
        "torsion": 0.0,
        "alignment": -3.3879780769348145,
        "S_field": 0.1910080760717392,
        "Gamma_field": 0.15964478254318237,
        "S_over_Gamma": 1.196456789970398,
        "Da": 10.457989692687988,
        "E_coh": 0.362255334854126,
        "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": [
          [
            [
              -121.55,
              46.74
            ],
            [
              -121.53,
              46.74
            ],
            [
              -121.47,
              46.68
            ],
            [
              -121.45,
              46.68
            ],
            [
              -121.43,
              46.66
            ],
            [
              -121.43,
              46.6
            ],
            [
              -121.45,
              46.56
            ],
            [
              -121.5,
              46.52
            ],
            [
              -121.53,
              46.52
            ],
            [
              -121.55,
              46.55
            ],
            [
              -121.55,
              46.61
            ],
            [
              -121.53,
              46.63
            ],
            [
              -121.53,
              46.65
            ],
            [
              -121.56,
              46.68
            ],
            [
              -121.58,
              46.68
            ],
            [
              -121.62,
              46.7
            ],
            [
              -121.65,
              46.7
            ],
            [
              -121.65,
              46.71
            ],
            [
              -121.61,
              46.71
            ],
            [
              -121.6,
              46.73
            ],
            [
              -121.56,
              46.73
            ],
            [
              -121.55,
              46.74
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "e8b9a9546611c2c90fd9ddd120b5d6375c2d2c3365c2987944cf13d866086716",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1633,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4fb7bd97f3884643b8fae71da48da7d4e2e22180fd9ad6a4aa390d0241c9b327"
      },
      "receipt_sha256": "4fb7bd97f3884643b8fae71da48da7d4e2e22180fd9ad6a4aa390d0241c9b327"
    },
    {
      "storm_id": "58607",
      "lat": 29.0986,
      "lon": -94.5143,
      "motion_east": 5.6,
      "motion_south": 0.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4296.0,
      "ebshear": 45.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.4206
        },
        {
          "name": "alignment",
          "value": -3.3313
        },
        {
          "name": "tau",
          "value": 0.6406
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1594
      },
      "coherence_score": 0.640596866607666,
      "coherence_diagnostics": {
        "tau": 0.640596866607666,
        "grad_tau": 0.33803799748420715,
        "torsion": 0.0,
        "alignment": -3.3312740325927734,
        "S_field": 0.2184891700744629,
        "Gamma_field": 0.9046448469161987,
        "S_over_Gamma": 0.2415192723274231,
        "Da": 53.92021560668945,
        "E_coh": 0.6858285069465637,
        "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": [
          [
            [
              -94.53,
              29.13
            ],
            [
              -94.49,
              29.12
            ],
            [
              -94.48,
              29.1
            ],
            [
              -94.48,
              29.03
            ],
            [
              -94.54,
              29.06
            ],
            [
              -94.55,
              29.12
            ],
            [
              -94.53,
              29.13
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "c871f9c9cd8b4402f9576ce4a638eb5292d207fee9fdead9fb322c6a4ba331f9",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1594,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "693401c77cca7a70a8da5d280ee34d2101387b76e1b3f0b425679d8faf201f9a"
      },
      "receipt_sha256": "693401c77cca7a70a8da5d280ee34d2101387b76e1b3f0b425679d8faf201f9a"
    },
    {
      "storm_id": "58486",
      "lat": 48.7964,
      "lon": -121.8118,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1441.0,
      "ebshear": 22.0,
      "srh01": 30.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2956
        },
        {
          "name": "alignment",
          "value": -2.9457
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1561
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.34242504835128784,
        "torsion": 0.0,
        "alignment": -2.9456710815429688,
        "S_field": 0.27528342604637146,
        "Gamma_field": 0.17131143808364868,
        "S_over_Gamma": 1.6069179773330688,
        "Da": 10.387646675109863,
        "E_coh": 0.5587780475616455,
        "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": [
          [
            [
              -121.85,
              48.84
            ],
            [
              -121.77,
              48.84
            ],
            [
              -121.77,
              48.75
            ],
            [
              -121.81,
              48.74
            ],
            [
              -121.8,
              48.75
            ],
            [
              -121.81,
              48.76
            ],
            [
              -121.8,
              48.77
            ],
            [
              -121.8,
              48.81
            ],
            [
              -121.82,
              48.83
            ],
            [
              -121.85,
              48.83
            ],
            [
              -121.85,
              48.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1561,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "3b223880f1178f9591dac641817d26f050b8522ebfb1f5ff74f672ba5d4dbc1b",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1561,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf673a80408963891ecb284f93f50f2ca3a17fcbe8481473b6a5129403c61c8e"
      },
      "receipt_sha256": "cf673a80408963891ecb284f93f50f2ca3a17fcbe8481473b6a5129403c61c8e"
    },
    {
      "storm_id": "58566",
      "lat": 45.7587,
      "lon": -123.4775,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1610.0,
      "ebshear": 36.0,
      "srh01": 62.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7956
        },
        {
          "name": "alignment",
          "value": -1.231
        },
        {
          "name": "tau",
          "value": 0.3199
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1547
      },
      "coherence_score": 0.3198605179786682,
      "coherence_diagnostics": {
        "tau": 0.3198605179786682,
        "grad_tau": 0.2592735290527344,
        "torsion": 0.0,
        "alignment": -1.2310014963150024,
        "S_field": 0.19314557313919067,
        "Gamma_field": 0.15714477002620697,
        "S_over_Gamma": 1.2290931940078735,
        "Da": 10.364977836608887,
        "E_coh": 0.08090750873088837,
        "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": [
          [
            [
              -123.48,
              45.8
            ],
            [
              -123.44,
              45.79
            ],
            [
              -123.44,
              45.75
            ],
            [
              -123.45,
              45.73
            ],
            [
              -123.47,
              45.72
            ],
            [
              -123.53,
              45.72
            ],
            [
              -123.53,
              45.76
            ],
            [
              -123.48,
              45.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1547,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "86a9a8a7c384c926365e28d56c3ef32ff255c9ada775bd9f542430947b73e5d4",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1547,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e22c5ddb1d652d321f585345e191996130fa7afa19d5cd0796a46649c58df64"
      },
      "receipt_sha256": "2e22c5ddb1d652d321f585345e191996130fa7afa19d5cd0796a46649c58df64"
    },
    {
      "storm_id": "58501",
      "lat": 46.3615,
      "lon": -121.6748,
      "motion_east": 3.8,
      "motion_south": -8.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2392.0,
      "ebshear": 29.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.68,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9206
        },
        {
          "name": "alignment",
          "value": -2.8299
        },
        {
          "name": "tau",
          "value": 0.629
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1473
      },
      "coherence_score": 0.628991961479187,
      "coherence_diagnostics": {
        "tau": 0.628991961479187,
        "grad_tau": 0.06468650698661804,
        "torsion": 0.0,
        "alignment": -2.8299193382263184,
        "S_field": 0.19503264129161835,
        "Gamma_field": 0.15631143748760223,
        "S_over_Gamma": 1.247718334197998,
        "Da": 10.20791244506836,
        "E_coh": 0.3762974441051483,
        "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": [
          [
            [
              -121.7,
              46.41
            ],
            [
              -121.62,
              46.41
            ],
            [
              -121.61,
              46.4
            ],
            [
              -121.59,
              46.4
            ],
            [
              -121.58,
              46.41
            ],
            [
              -121.51,
              46.41
            ],
            [
              -121.47,
              46.39
            ],
            [
              -121.47,
              46.34
            ],
            [
              -121.48,
              46.34
            ],
            [
              -121.5,
              46.32
            ],
            [
              -121.56,
              46.32
            ],
            [
              -121.57,
              46.33
            ],
            [
              -121.65,
              46.33
            ],
            [
              -121.66,
              46.34
            ],
            [
              -121.69,
              46.34
            ],
            [
              -121.7,
              46.33
            ],
            [
              -121.75,
              46.32
            ],
            [
              -121.78,
              46.3
            ],
            [
              -121.85,
              46.3
            ],
            [
              -121.89,
              46.32
            ],
            [
              -121.9,
              46.34
            ],
            [
              -121.9,
              46.37
            ],
            [
              -121.87,
              46.39
            ],
            [
              -121.76,
              46.39
            ],
            [
              -121.75,
              46.4
            ],
            [
              -121.71,
              46.4
            ],
            [
              -121.7,
              46.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1473,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "6cda53a6806192eb9c33d4d96aac78439b9d87acde315f530b35d880b4e50386",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1473,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3edc386ca189cbf50725c3ef49c55a5237b4dee5986a4498eb5f722e5a4a4383"
      },
      "receipt_sha256": "3edc386ca189cbf50725c3ef49c55a5237b4dee5986a4498eb5f722e5a4a4383"
    },
    {
      "storm_id": "58489",
      "lat": 39.2209,
      "lon": -74.7582,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1739.0,
      "ebshear": 52.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7956
        },
        {
          "name": "alignment",
          "value": 3.2057
        },
        {
          "name": "tau",
          "value": 1.9462
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1472
      },
      "coherence_score": 1.9461615085601807,
      "coherence_diagnostics": {
        "tau": 1.9461615085601807,
        "grad_tau": 0.28468409180641174,
        "torsion": 0.0,
        "alignment": 3.205692768096924,
        "S_field": 0.8273173570632935,
        "Gamma_field": 0.1971447765827179,
        "S_over_Gamma": 4.196496486663818,
        "Da": 11.874802589416504,
        "E_coh": 0.8714972734451294,
        "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": [
          [
            [
              -74.74,
              39.27
            ],
            [
              -74.72,
              39.27
            ],
            [
              -74.7,
              39.25
            ],
            [
              -74.72,
              39.2
            ],
            [
              -74.75,
              39.18
            ],
            [
              -74.79,
              39.18
            ],
            [
              -74.81,
              39.16
            ],
            [
              -74.83,
              39.17
            ],
            [
              -74.77,
              39.23
            ],
            [
              -74.77,
              39.25
            ],
            [
              -74.74,
              39.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1472,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "0ad276cc30caf25860bdb75b153fde892d7de32c7d86adac2e17ae40be7ab874",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1472,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5ed9954264bb81d6c324c93a18ace2d591e75996c3fb526bf7298729bfa185d"
      },
      "receipt_sha256": "d5ed9954264bb81d6c324c93a18ace2d591e75996c3fb526bf7298729bfa185d"
    },
    {
      "storm_id": "58606",
      "lat": 35.851,
      "lon": -81.205,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1391.0,
      "ebshear": 31.0,
      "srh01": 52.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2956
        },
        {
          "name": "alignment",
          "value": 3.0248
        },
        {
          "name": "tau",
          "value": 1.4057
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1415
      },
      "coherence_score": 1.4056510925292969,
      "coherence_diagnostics": {
        "tau": 1.4056510925292969,
        "grad_tau": 0.09530254453420639,
        "torsion": 0.0,
        "alignment": 3.02480149269104,
        "S_field": 0.5086268186569214,
        "Gamma_field": 0.2321447730064392,
        "S_over_Gamma": 2.1909897327423096,
        "Da": 13.907017707824707,
        "E_coh": 0.8635969161987305,
        "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": [
          [
            [
              -81.22,
              35.88
            ],
            [
              -81.18,
              35.88
            ],
            [
              -81.16,
              35.87
            ],
            [
              -81.18,
              35.85
            ],
            [
              -81.19,
              35.81
            ],
            [
              -81.22,
              35.81
            ],
            [
              -81.23,
              35.82
            ],
            [
              -81.22,
              35.84
            ],
            [
              -81.23,
              35.87
            ],
            [
              -81.22,
              35.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1415,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d611fdde138dedd869a03582498368209389888525a1082d2c411b98d2ca9ba3",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1415,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed8310d2d48fc6e7c1343d2e4d72b7e626d73b0278a418cf95d272f8f9556c0a"
      },
      "receipt_sha256": "ed8310d2d48fc6e7c1343d2e4d72b7e626d73b0278a418cf95d272f8f9556c0a"
    },
    {
      "storm_id": "58271",
      "lat": 38.6444,
      "lon": -109.9533,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1250.0,
      "ebshear": 9.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9206
        },
        {
          "name": "alignment",
          "value": 8.0357
        },
        {
          "name": "tau",
          "value": 0.7879
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1411
      },
      "coherence_score": 0.7878919839859009,
      "coherence_diagnostics": {
        "tau": 0.7878919839859009,
        "grad_tau": 0.10216808319091797,
        "torsion": 0.0,
        "alignment": 8.035717964172363,
        "S_field": 0.8479080200195312,
        "Gamma_field": 0.3779781460762024,
        "S_over_Gamma": 2.243272542953491,
        "Da": 21.688182830810547,
        "E_coh": 0.8279343843460083,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.98,
              38.68
            ],
            [
              -109.92,
              38.68
            ],
            [
              -109.9,
              38.66
            ],
            [
              -109.9,
              38.62
            ],
            [
              -109.92,
              38.6
            ],
            [
              -109.98,
              38.6
            ],
            [
              -110.0,
              38.62
            ],
            [
              -110.0,
              38.66
            ],
            [
              -109.98,
              38.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1411,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f494b086ab52ef56afdaa408227247a9b6abf2cc16fa2229ac4f5a5f1e8fc238",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1411,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59e36e0a99f3080cc8d7f1b2f6df8394bd5b84216979913eca94304e7fd93149"
      },
      "receipt_sha256": "59e36e0a99f3080cc8d7f1b2f6df8394bd5b84216979913eca94304e7fd93149"
    },
    {
      "storm_id": "58223",
      "lat": 50.417,
      "lon": -68.5325,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 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": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7956
        },
        {
          "name": "alignment",
          "value": -12.8832
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1356
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4660533368587494,
        "torsion": 0.0,
        "alignment": -12.883171081542969,
        "S_field": 0.759440004825592,
        "Gamma_field": 0.18131142854690552,
        "S_over_Gamma": 4.188594341278076,
        "Da": 10.181427955627441,
        "E_coh": 0.5081929564476013,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -68.47,
              50.51
            ],
            [
              -68.44,
              50.51
            ],
            [
              -68.43,
              50.5
            ],
            [
              -68.43,
              50.45
            ],
            [
              -68.48,
              50.41
            ],
            [
              -68.48,
              50.4
            ],
            [
              -68.5,
              50.38
            ],
            [
              -68.5,
              50.36
            ],
            [
              -68.53,
              50.33
            ],
            [
              -68.55,
              50.32
            ],
            [
              -68.59,
              50.33
            ],
            [
              -68.6,
              50.34
            ],
            [
              -68.6,
              50.37
            ],
            [
              -68.61,
              50.38
            ],
            [
              -68.61,
              50.42
            ],
            [
              -68.62,
              50.43
            ],
            [
              -68.62,
              50.45
            ],
            [
              -68.6,
              50.47
            ],
            [
              -68.52,
              50.47
            ],
            [
              -68.47,
              50.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1356,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "df5f72948e5e99e50201558b5089064d98fe6c5c9c0a902f60f35a9a7cb4183c",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1356,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1360cd7d161576c16d963dd59476a660031808476dd86e48b792dd1b6c179392"
      },
      "receipt_sha256": "1360cd7d161576c16d963dd59476a660031808476dd86e48b792dd1b6c179392"
    },
    {
      "storm_id": "57738",
      "lat": 46.6125,
      "lon": -111.6583,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1223.0,
      "ebshear": 31.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.7956
        },
        {
          "name": "alignment",
          "value": -0.1631
        },
        {
          "name": "tau",
          "value": 0.2524
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1336
      },
      "coherence_score": 0.25244274735450745,
      "coherence_diagnostics": {
        "tau": 0.25244274735450745,
        "grad_tau": 0.05134940147399902,
        "torsion": 0.0,
        "alignment": -0.1631171554327011,
        "S_field": 0.06555633991956711,
        "Gamma_field": 0.5463114380836487,
        "S_over_Gamma": 0.11999811232089996,
        "Da": 32.95903778076172,
        "E_coh": 0.30796706676483154,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.69,
              46.65
            ],
            [
              -111.62,
              46.65
            ],
            [
              -111.6,
              46.63
            ],
            [
              -111.61,
              46.61
            ],
            [
              -111.61,
              46.57
            ],
            [
              -111.63,
              46.56
            ],
            [
              -111.67,
              46.57
            ],
            [
              -111.69,
              46.59
            ],
            [
              -111.69,
              46.61
            ],
            [
              -111.7,
              46.62
            ],
            [
              -111.7,
              46.64
            ],
            [
              -111.69,
              46.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1336,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "73a0df426abaf66594a1138d25b65d2697bf0a55b0c7b180c172ede60f8f8e2e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1336,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e138cfd58b568a0e7e04b8a60877fc972c15140576e3dea025c2ea6ecf4e59f"
      },
      "receipt_sha256": "6e138cfd58b568a0e7e04b8a60877fc972c15140576e3dea025c2ea6ecf4e59f"
    },
    {
      "storm_id": "58580",
      "lat": 46.7793,
      "lon": -111.672,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1324.0,
      "ebshear": 25.0,
      "srh01": 75.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.7956
        },
        {
          "name": "alignment",
          "value": -0.1631
        },
        {
          "name": "tau",
          "value": 0.2524
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1336
      },
      "coherence_score": 0.25244274735450745,
      "coherence_diagnostics": {
        "tau": 0.25244274735450745,
        "grad_tau": 0.05134940147399902,
        "torsion": 0.0,
        "alignment": -0.1631171554327011,
        "S_field": 0.06555633991956711,
        "Gamma_field": 0.5463114380836487,
        "S_over_Gamma": 0.11999811232089996,
        "Da": 32.95903778076172,
        "E_coh": 0.30796706676483154,
        "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": [
          [
            [
              -111.71,
              46.82
            ],
            [
              -111.67,
              46.82
            ],
            [
              -111.66,
              46.81
            ],
            [
              -111.63,
              46.81
            ],
            [
              -111.62,
              46.8
            ],
            [
              -111.64,
              46.78
            ],
            [
              -111.64,
              46.75
            ],
            [
              -111.63,
              46.74
            ],
            [
              -111.64,
              46.73
            ],
            [
              -111.7,
              46.73
            ],
            [
              -111.71,
              46.74
            ],
            [
              -111.7,
              46.75
            ],
            [
              -111.7,
              46.78
            ],
            [
              -111.72,
              46.81
            ],
            [
              -111.71,
              46.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1336,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "73a0df426abaf66594a1138d25b65d2697bf0a55b0c7b180c172ede60f8f8e2e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1336,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e138cfd58b568a0e7e04b8a60877fc972c15140576e3dea025c2ea6ecf4e59f"
      },
      "receipt_sha256": "6e138cfd58b568a0e7e04b8a60877fc972c15140576e3dea025c2ea6ecf4e59f"
    },
    {
      "storm_id": "58551",
      "lat": 43.509,
      "lon": -108.955,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 772.0,
      "ebshear": 21.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4206
        },
        {
          "name": "alignment",
          "value": -2.956
        },
        {
          "name": "tau",
          "value": 0.6279
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.132
      },
      "coherence_score": 0.6279165148735046,
      "coherence_diagnostics": {
        "tau": 0.6279165148735046,
        "grad_tau": 0.05494489520788193,
        "torsion": 0.0,
        "alignment": -2.955967426300049,
        "S_field": 0.16654279828071594,
        "Gamma_field": 0.2663114666938782,
        "S_over_Gamma": 0.6253684759140015,
        "Da": 15.36955451965332,
        "E_coh": 0.7165379524230957,
        "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": [
          [
            [
              -108.94,
              43.54
            ],
            [
              -108.92,
              43.53
            ],
            [
              -108.92,
              43.48
            ],
            [
              -108.93,
              43.47
            ],
            [
              -108.96,
              43.47
            ],
            [
              -108.99,
              43.5
            ],
            [
              -109.0,
              43.5
            ],
            [
              -109.0,
              43.53
            ],
            [
              -108.95,
              43.53
            ],
            [
              -108.94,
              43.54
            ]
          ]
        ]
      },
      "raw_probability": 0.132,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "7d8b9e2d2fd22bf7226f18df078dc40348c4658e09b8d382d6b8fed13fed0ea0",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.132,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a977a39aec80366d7b3e8269f1e5b501d09e214f78fd6a08341f87f36ccb6487"
      },
      "receipt_sha256": "a977a39aec80366d7b3e8269f1e5b501d09e214f78fd6a08341f87f36ccb6487"
    },
    {
      "storm_id": "58408",
      "lat": 40.5947,
      "lon": -72.0235,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1809.0,
      "ebshear": 32.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5456
        },
        {
          "name": "alignment",
          "value": 2.6077
        },
        {
          "name": "tau",
          "value": 1.9205
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1308
      },
      "coherence_score": 1.9205044507980347,
      "coherence_diagnostics": {
        "tau": 1.9205044507980347,
        "grad_tau": 0.42847931385040283,
        "torsion": 0.0,
        "alignment": 2.607680320739746,
        "S_field": 0.26662346720695496,
        "Gamma_field": 0.3021447956562042,
        "S_over_Gamma": 0.8824360966682434,
        "Da": 17.798494338989258,
        "E_coh": 0.14552956819534302,
        "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": [
          [
            [
              -72.06,
              40.66
            ],
            [
              -72.01,
              40.66
            ],
            [
              -71.99,
              40.65
            ],
            [
              -71.99,
              40.64
            ],
            [
              -71.97,
              40.62
            ],
            [
              -71.97,
              40.57
            ],
            [
              -71.95,
              40.54
            ],
            [
              -71.98,
              40.54
            ],
            [
              -71.99,
              40.55
            ],
            [
              -72.02,
              40.55
            ],
            [
              -72.03,
              40.54
            ],
            [
              -72.06,
              40.56
            ],
            [
              -72.08,
              40.56
            ],
            [
              -72.09,
              40.58
            ],
            [
              -72.07,
              40.61
            ],
            [
              -72.08,
              40.62
            ],
            [
              -72.06,
              40.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1308,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "586181abdb27aeea3c64fe6df1c2a71ddabd4413fa20913a6da5ab55b5c3edfe",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1308,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22ddc0bd18b856ddfa5e88ffe39ab031d0ee888497b308bbb92e4a807806c296"
      },
      "receipt_sha256": "22ddc0bd18b856ddfa5e88ffe39ab031d0ee888497b308bbb92e4a807806c296"
    },
    {
      "storm_id": "58407",
      "lat": 40.9178,
      "lon": -103.2833,
      "motion_east": 2.8,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2302.0,
      "ebshear": 37.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.4,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9206
        },
        {
          "name": "alignment",
          "value": -5.8252
        },
        {
          "name": "tau",
          "value": 0.7894
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1268
      },
      "coherence_score": 0.7894496917724609,
      "coherence_diagnostics": {
        "tau": 0.7894496917724609,
        "grad_tau": 0.11076237261295319,
        "torsion": 0.0,
        "alignment": -5.82522439956665,
        "S_field": 0.45851778984069824,
        "Gamma_field": 0.6471447348594666,
        "S_over_Gamma": 0.7085243463516235,
        "Da": 38.98035430908203,
        "E_coh": 0.5861769318580627,
        "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": [
          [
            [
              -103.29,
              40.96
            ],
            [
              -103.26,
              40.95
            ],
            [
              -103.24,
              40.93
            ],
            [
              -103.24,
              40.9
            ],
            [
              -103.27,
              40.87
            ],
            [
              -103.31,
              40.87
            ],
            [
              -103.33,
              40.89
            ],
            [
              -103.32,
              40.93
            ],
            [
              -103.29,
              40.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1268,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d30f05eeb32f4e7dc2d90b291847021b16af607a7a97064aa216bd9155832672",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1268,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dde8f8913b72053b0796e9b455249e0be1a6e2610923fdd92f66af17bb70daed"
      },
      "receipt_sha256": "dde8f8913b72053b0796e9b455249e0be1a6e2610923fdd92f66af17bb70daed"
    },
    {
      "storm_id": "58476",
      "lat": 38.911,
      "lon": -109.838,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1300.0,
      "ebshear": 14.0,
      "srh01": 50.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9206
        },
        {
          "name": "alignment",
          "value": -2.1592
        },
        {
          "name": "tau",
          "value": 0.7412
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1225
      },
      "coherence_score": 0.7412121295928955,
      "coherence_diagnostics": {
        "tau": 0.7412121295928955,
        "grad_tau": 0.07075894623994827,
        "torsion": 0.0,
        "alignment": -2.1592421531677246,
        "S_field": 0.45529723167419434,
        "Gamma_field": 0.5763114094734192,
        "S_over_Gamma": 0.7900194525718689,
        "Da": 35.58433151245117,
        "E_coh": 0.830940842628479,
        "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": [
          [
            [
              -109.86,
              38.95
            ],
            [
              -109.82,
              38.95
            ],
            [
              -109.81,
              38.94
            ],
            [
              -109.79,
              38.9
            ],
            [
              -109.8,
              38.86
            ],
            [
              -109.84,
              38.86
            ],
            [
              -109.86,
              38.88
            ],
            [
              -109.87,
              38.88
            ],
            [
              -109.87,
              38.94
            ],
            [
              -109.86,
              38.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1225,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "0e8790c09c420e519d8063c99c3336322e0bfef9898c428837784df35224d563",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1225,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1dab7c262a8c9ddae345a21ef8db3eb992bd85e3519b4af0b2ac3b9fa87f73f"
      },
      "receipt_sha256": "d1dab7c262a8c9ddae345a21ef8db3eb992bd85e3519b4af0b2ac3b9fa87f73f"
    },
    {
      "storm_id": "58396",
      "lat": 38.4162,
      "lon": -114.9612,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 501.0,
      "ebshear": 18.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.1706
        },
        {
          "name": "alignment",
          "value": -4.7018
        },
        {
          "name": "tau",
          "value": 0.3773
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1217
      },
      "coherence_score": 0.3772702217102051,
      "coherence_diagnostics": {
        "tau": 0.3772702217102051,
        "grad_tau": 0.05888478457927704,
        "torsion": 0.0,
        "alignment": -4.7017822265625,
        "S_field": 0.147216334939003,
        "Gamma_field": 0.36714479327201843,
        "S_over_Gamma": 0.4009762406349182,
        "Da": 22.89293670654297,
        "E_coh": 0.8201952576637268,
        "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": [
          [
            [
              -114.96,
              38.45
            ],
            [
              -114.92,
              38.44
            ],
            [
              -114.92,
              38.38
            ],
            [
              -114.97,
              38.38
            ],
            [
              -114.99,
              38.37
            ],
            [
              -114.99,
              38.42
            ],
            [
              -114.98,
              38.44
            ],
            [
              -114.96,
              38.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1217,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "ab529170b14f6bb63b91936937bb2b4e51e06953a02850e4a9b2edfd388e9432",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1217,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "872f1b9413f3d8485575e1b6cb8297153d8b5629913dbf9924b600f03fa32eb8"
      },
      "receipt_sha256": "872f1b9413f3d8485575e1b6cb8297153d8b5629913dbf9924b600f03fa32eb8"
    },
    {
      "storm_id": "58270",
      "lat": 39.0075,
      "lon": -109.665,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1211.0,
      "ebshear": 15.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9206
        },
        {
          "name": "alignment",
          "value": -2.1592
        },
        {
          "name": "tau",
          "value": 0.7412
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1216
      },
      "coherence_score": 0.7412121295928955,
      "coherence_diagnostics": {
        "tau": 0.7412121295928955,
        "grad_tau": 0.07075894623994827,
        "torsion": 0.0,
        "alignment": -2.1592421531677246,
        "S_field": 0.45529723167419434,
        "Gamma_field": 0.5763114094734192,
        "S_over_Gamma": 0.7900194525718689,
        "Da": 35.58433151245117,
        "E_coh": 0.830940842628479,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.67,
              39.04
            ],
            [
              -109.64,
              39.04
            ],
            [
              -109.64,
              39.02
            ],
            [
              -109.65,
              39.01
            ],
            [
              -109.65,
              38.96
            ],
            [
              -109.69,
              38.96
            ],
            [
              -109.71,
              38.99
            ],
            [
              -109.67,
              39.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1216,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "9cdb3946636110d163733f1f44db0afd945aae2946f9e562cf302805fe2b5d1a",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1216,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1985ecf7f9f3294a792e6fc8acd46eebeea5c02ac020b2ecf832f26dbc4d0389"
      },
      "receipt_sha256": "1985ecf7f9f3294a792e6fc8acd46eebeea5c02ac020b2ecf832f26dbc4d0389"
    },
    {
      "storm_id": "58603",
      "lat": 39.4578,
      "lon": -102.52,
      "motion_east": 4.1,
      "motion_south": -4.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1778.0,
      "ebshear": 39.0,
      "srh01": 75.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0456
        },
        {
          "name": "alignment",
          "value": 0.8126
        },
        {
          "name": "tau",
          "value": 0.9499
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.12
      },
      "coherence_score": 0.9498928785324097,
      "coherence_diagnostics": {
        "tau": 0.9498928785324097,
        "grad_tau": 0.05025096982717514,
        "torsion": 0.0,
        "alignment": 0.8126304745674133,
        "S_field": 0.38906896114349365,
        "Gamma_field": 0.2854781150817871,
        "S_over_Gamma": 1.3628679513931274,
        "Da": 17.943296432495117,
        "E_coh": 0.8611829876899719,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.53,
              39.49
            ],
            [
              -102.51,
              39.49
            ],
            [
              -102.49,
              39.47
            ],
            [
              -102.49,
              39.43
            ],
            [
              -102.5,
              39.42
            ],
            [
              -102.53,
              39.42
            ],
            [
              -102.55,
              39.44
            ],
            [
              -102.55,
              39.47
            ],
            [
              -102.53,
              39.49
            ]
          ]
        ]
      },
      "raw_probability": 0.12,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "7762a446e2cee860b090b945cd7c3a502b7fe4a2d29f0f0889175de5ba4ae752",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.12,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2850e7093678e2826ad52908ce855233bdbc36f1f46428473e47738c550838a9"
      },
      "receipt_sha256": "2850e7093678e2826ad52908ce855233bdbc36f1f46428473e47738c550838a9"
    },
    {
      "storm_id": "58554",
      "lat": 40.4331,
      "lon": -72.3131,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1415.0,
      "ebshear": 34.0,
      "srh01": 44.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5456
        },
        {
          "name": "alignment",
          "value": 2.6077
        },
        {
          "name": "tau",
          "value": 1.9205
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1192
      },
      "coherence_score": 1.9205044507980347,
      "coherence_diagnostics": {
        "tau": 1.9205044507980347,
        "grad_tau": 0.42847931385040283,
        "torsion": 0.0,
        "alignment": 2.607680320739746,
        "S_field": 0.26662346720695496,
        "Gamma_field": 0.3021447956562042,
        "S_over_Gamma": 0.8824360966682434,
        "Da": 17.798494338989258,
        "E_coh": 0.14552956819534302,
        "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": [
          [
            [
              -72.34,
              40.47
            ],
            [
              -72.31,
              40.47
            ],
            [
              -72.29,
              40.46
            ],
            [
              -72.3,
              40.45
            ],
            [
              -72.3,
              40.42
            ],
            [
              -72.28,
              40.4
            ],
            [
              -72.27,
              40.4
            ],
            [
              -72.29,
              40.39
            ],
            [
              -72.34,
              40.39
            ],
            [
              -72.33,
              40.41
            ],
            [
              -72.33,
              40.44
            ],
            [
              -72.35,
              40.46
            ],
            [
              -72.34,
              40.47
            ]
          ]
        ]
      },
      "raw_probability": 0.1192,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "74a84911399584cf8c71a0c70653932e16b6718466c6f2a30570158fa44266eb",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1192,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e4a061cd31bde00d78c8632593d02ae1870f9c1a29f473e08ebc1c8334e009e0"
      },
      "receipt_sha256": "e4a061cd31bde00d78c8632593d02ae1870f9c1a29f473e08ebc1c8334e009e0"
    },
    {
      "storm_id": "58422",
      "lat": 44.84,
      "lon": -120.0475,
      "motion_east": 2.1,
      "motion_south": -6.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 416.0,
      "ebshear": 22.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.9206
        },
        {
          "name": "alignment",
          "value": 6.2078
        },
        {
          "name": "tau",
          "value": 0.6231
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1185
      },
      "coherence_score": 0.6231184005737305,
      "coherence_diagnostics": {
        "tau": 0.6231184005737305,
        "grad_tau": 0.028881968930363655,
        "torsion": 0.0,
        "alignment": 6.207828998565674,
        "S_field": 0.11727997660636902,
        "Gamma_field": 0.15381143987178802,
        "S_over_Gamma": 0.7624918818473816,
        "Da": 8.972000122070312,
        "E_coh": 0.3387426435947418,
        "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": [
          [
            [
              -120.11,
              44.96
            ],
            [
              -120.1,
              44.95
            ],
            [
              -120.09,
              44.96
            ],
            [
              -120.07,
              44.96
            ],
            [
              -120.06,
              44.95
            ],
            [
              -120.02,
              44.95
            ],
            [
              -120.01,
              44.94
            ],
            [
              -119.93,
              44.93
            ],
            [
              -119.91,
              44.91
            ],
            [
              -119.9,
              44.86
            ],
            [
              -119.87,
              44.83
            ],
            [
              -119.83,
              44.82
            ],
            [
              -119.82,
              44.8
            ],
            [
              -119.82,
              44.77
            ],
            [
              -119.86,
              44.77
            ],
            [
              -119.87,
              44.78
            ],
            [
              -119.94,
              44.78
            ],
            [
              -120.0,
              44.74
            ],
            [
              -120.09,
              44.73
            ],
            [
              -120.11,
              44.71
            ],
            [
              -120.13,
              44.71
            ],
            [
              -120.14,
              44.7
            ],
            [
              -120.18,
              44.7
            ],
            [
              -120.21,
              44.73
            ],
            [
              -120.21,
              44.74
            ],
            [
              -120.18,
              44.77
            ],
            [
              -120.18,
              44.8
            ],
            [
              -120.24,
              44.86
            ],
            [
              -120.24,
              44.91
            ],
            [
              -120.17,
              44.95
            ],
            [
              -120.12,
              44.95
            ],
            [
              -120.11,
              44.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1185,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "359084f937d678ca4b564d1712a857bf695c6cad8a5b77229aceffb27c24f777",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1185,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3013c6083b821193a0d09b121522b803f5f93a96ef5779e82fdc81d72a0b8da8"
      },
      "receipt_sha256": "3013c6083b821193a0d09b121522b803f5f93a96ef5779e82fdc81d72a0b8da8"
    },
    {
      "storm_id": "58460",
      "lat": 38.1475,
      "lon": -114.27,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1019.0,
      "ebshear": 21.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7956
        },
        {
          "name": "alignment",
          "value": -1.2659
        },
        {
          "name": "tau",
          "value": 0.4047
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1172
      },
      "coherence_score": 0.40469440817832947,
      "coherence_diagnostics": {
        "tau": 0.40469440817832947,
        "grad_tau": 0.01800316385924816,
        "torsion": 0.0,
        "alignment": -1.2658863067626953,
        "S_field": 0.3092148005962372,
        "Gamma_field": 0.5446447730064392,
        "S_over_Gamma": 0.5677366256713867,
        "Da": 33.31576919555664,
        "E_coh": 0.8237167000770569,
        "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": [
          [
            [
              -114.26,
              38.18
            ],
            [
              -114.24,
              38.18
            ],
            [
              -114.26,
              38.15
            ],
            [
              -114.26,
              38.14
            ],
            [
              -114.24,
              38.12
            ],
            [
              -114.25,
              38.11
            ],
            [
              -114.31,
              38.11
            ],
            [
              -114.29,
              38.13
            ],
            [
              -114.29,
              38.14
            ],
            [
              -114.31,
              38.16
            ],
            [
              -114.27,
              38.17
            ],
            [
              -114.26,
              38.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1172,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "23c42b64af2b46130034ed0bd0653da61feec99751a966dc35d39e9de51d2f21",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1172,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ae989666d7686e47e11d88d604d8d42fb65390eae0963839701a874253a685d"
      },
      "receipt_sha256": "4ae989666d7686e47e11d88d604d8d42fb65390eae0963839701a874253a685d"
    },
    {
      "storm_id": "58324",
      "lat": 38.414,
      "lon": -103.701,
      "motion_east": 5.9,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2365.0,
      "ebshear": 29.0,
      "srh01": 97.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2956
        },
        {
          "name": "alignment",
          "value": -0.588
        },
        {
          "name": "tau",
          "value": 0.8434
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1153
      },
      "coherence_score": 0.8433778285980225,
      "coherence_diagnostics": {
        "tau": 0.8433778285980225,
        "grad_tau": 0.05357316508889198,
        "torsion": 0.0,
        "alignment": -0.5880250334739685,
        "S_field": 0.17793525755405426,
        "Gamma_field": 0.3738114535808563,
        "S_over_Gamma": 0.47600269317626953,
        "Da": 22.28118896484375,
        "E_coh": 0.7607219219207764,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.72,
              38.45
            ],
            [
              -103.69,
              38.45
            ],
            [
              -103.67,
              38.44
            ],
            [
              -103.67,
              38.41
            ],
            [
              -103.66,
              38.39
            ],
            [
              -103.68,
              38.37
            ],
            [
              -103.72,
              38.37
            ],
            [
              -103.74,
              38.39
            ],
            [
              -103.74,
              38.42
            ],
            [
              -103.72,
              38.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1153,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2d5a5f5d4728f13f4025694923586d952379e18c67e558f54f937c46441cdf81",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1153,
        "probability": 0.002007,
        "confidence_lo": 0.001977,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f9882da36de146a249d90f7449967bc844ecb907fe60cc5e0679fb5c9aa7bd3"
      },
      "receipt_sha256": "1f9882da36de146a249d90f7449967bc844ecb907fe60cc5e0679fb5c9aa7bd3"
    },
    {
      "storm_id": "56933",
      "lat": 42.1958,
      "lon": -69.9083,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1086.0,
      "ebshear": 25.0,
      "srh01": 48.0,
      "maxllaz": 0.005,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1706
        },
        {
          "name": "alignment",
          "value": 0.4176
        },
        {
          "name": "tau",
          "value": 1.6012
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1131
      },
      "coherence_score": 1.601169466972351,
      "coherence_diagnostics": {
        "tau": 1.601169466972351,
        "grad_tau": 0.2459627240896225,
        "torsion": 0.0,
        "alignment": 0.4176344871520996,
        "S_field": 0.5914663076400757,
        "Gamma_field": 0.2813114523887634,
        "S_over_Gamma": 2.102531909942627,
        "Da": 16.736059188842773,
        "E_coh": 0.7425321340560913,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -69.95,
              42.25
            ],
            [
              -69.89,
              42.25
            ],
            [
              -69.87,
              42.23
            ],
            [
              -69.86,
              42.17
            ],
            [
              -69.87,
              42.16
            ],
            [
              -69.89,
              42.16
            ],
            [
              -69.9,
              42.17
            ],
            [
              -69.91,
              42.16
            ],
            [
              -69.93,
              42.17
            ],
            [
              -69.93,
              42.18
            ],
            [
              -69.95,
              42.2
            ],
            [
              -69.95,
              42.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1131,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "62e9a09787b06b0bfea5d9b2838a314f0d9c68a64bc6e43644f8f08d793ac261",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1131,
        "probability": 0.002007,
        "confidence_lo": 0.001907,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1a3bcd7f1918c8539937b55d1cbd18e1a9972e3f16a278cea28d339cf646564"
      },
      "receipt_sha256": "e1a3bcd7f1918c8539937b55d1cbd18e1a9972e3f16a278cea28d339cf646564"
    },
    {
      "storm_id": "58582",
      "lat": 43.9164,
      "lon": -120.3182,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1270.0,
      "ebshear": 29.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6706
        },
        {
          "name": "alignment",
          "value": 6.1529
        },
        {
          "name": "tau",
          "value": 0.5785
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1129
      },
      "coherence_score": 0.5785475969314575,
      "coherence_diagnostics": {
        "tau": 0.5785475969314575,
        "grad_tau": 0.0470861941576004,
        "torsion": 0.0,
        "alignment": 6.1529340744018555,
        "S_field": 0.11000634729862213,
        "Gamma_field": 0.15381143987178802,
        "S_over_Gamma": 0.7152026295661926,
        "Da": 8.758746147155762,
        "E_coh": 0.4729422628879547,
        "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": [
          [
            [
              -120.32,
              43.96
            ],
            [
              -120.29,
              43.95
            ],
            [
              -120.28,
              43.93
            ],
            [
              -120.28,
              43.89
            ],
            [
              -120.29,
              43.89
            ],
            [
              -120.31,
              43.87
            ],
            [
              -120.34,
              43.87
            ],
            [
              -120.36,
              43.9
            ],
            [
              -120.36,
              43.92
            ],
            [
              -120.35,
              43.94
            ],
            [
              -120.32,
              43.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1129,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "704c1db1f5985c5b2c955f41c3a6168da797406e9822f1d0f31c4a0dba68e2f4",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1129,
        "probability": 0.002007,
        "confidence_lo": 0.001907,
        "confidence_hi": 0.002007,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9e03784579ddc44bbda919ff1807cc4db3514c83ae624d1f809f4c7d41a28f0"
      },
      "receipt_sha256": "d9e03784579ddc44bbda919ff1807cc4db3514c83ae624d1f809f4c7d41a28f0"
    },
    {
      "storm_id": "58550",
      "lat": 43.6182,
      "lon": -109.5882,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 730.0,
      "ebshear": 21.0,
      "srh01": 71.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9206
        },
        {
          "name": "alignment",
          "value": 0.3779
        },
        {
          "name": "tau",
          "value": 0.5762
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1099
      },
      "coherence_score": 0.5761617422103882,
      "coherence_diagnostics": {
        "tau": 0.5761617422103882,
        "grad_tau": 0.07320106029510498,
        "torsion": 0.0,
        "alignment": 0.3779078722000122,
        "S_field": 0.21737563610076904,
        "Gamma_field": 0.23381145298480988,
        "S_over_Gamma": 0.9297048449516296,
        "Da": 13.917113304138184,
        "E_coh": 0.4280170798301697,
        "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": [
          [
            [
              -109.6,
              43.67
            ],
            [
              -109.55,
              43.67
            ],
            [
              -109.53,
              43.64
            ],
            [
              -109.54,
              43.63
            ],
            [
              -109.54,
              43.59
            ],
            [
              -109.57,
              43.55
            ],
            [
              -109.63,
              43.55
            ],
            [
              -109.65,
              43.57
            ],
            [
              -109.65,
              43.61
            ],
            [
              -109.61,
              43.65
            ],
            [
              -109.6,
              43.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1099,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "80488a17158bba9de8c47d8598d6e9cae0e08d9c3444eff4e3566a1ed2f208f5",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1099,
        "probability": 0.002001,
        "confidence_lo": 0.001907,
        "confidence_hi": 0.002001,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a47f9b92eb7b0b7ee934bc141039d62c84e6192c3bf87c97f7defb821c202da"
      },
      "receipt_sha256": "4a47f9b92eb7b0b7ee934bc141039d62c84e6192c3bf87c97f7defb821c202da"
    },
    {
      "storm_id": "57797",
      "lat": 40.942,
      "lon": -103.54,
      "motion_east": 2.2,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2017.0,
      "ebshear": 33.0,
      "srh01": 96.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5456
        },
        {
          "name": "alignment",
          "value": -0.9453
        },
        {
          "name": "tau",
          "value": 0.8552
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1088
      },
      "coherence_score": 0.8551608920097351,
      "coherence_diagnostics": {
        "tau": 0.8551608920097351,
        "grad_tau": 0.1324089616537094,
        "torsion": 0.0,
        "alignment": -0.9453243017196655,
        "S_field": 0.5265575051307678,
        "Gamma_field": 0.4846448004245758,
        "S_over_Gamma": 1.0864813327789307,
        "Da": 29.44432830810547,
        "E_coh": 0.8705573678016663,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.48,
              41.01
            ],
            [
              -103.44,
              41.01
            ],
            [
              -103.42,
              40.99
            ],
            [
              -103.42,
              40.95
            ],
            [
              -103.44,
              40.93
            ],
            [
              -103.46,
              40.93
            ],
            [
              -103.5,
              40.89
            ],
            [
              -103.52,
              40.85
            ],
            [
              -103.56,
              40.85
            ],
            [
              -103.61,
              40.89
            ],
            [
              -103.65,
              40.9
            ],
            [
              -103.69,
              40.93
            ],
            [
              -103.69,
              40.95
            ],
            [
              -103.67,
              40.98
            ],
            [
              -103.62,
              40.98
            ],
            [
              -103.58,
              40.93
            ],
            [
              -103.54,
              40.93
            ],
            [
              -103.52,
              40.95
            ],
            [
              -103.51,
              40.98
            ],
            [
              -103.48,
              41.01
            ]
          ]
        ]
      },
      "raw_probability": 0.1088,
      "confidence_lo": 0.0013,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f62622469358afda786cce01988539f56c6a9c028de4a0f827831e75a1dcf27e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1088,
        "probability": 0.002,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.002001,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ade6fe75f22496bdadb62ce840669f5b714100857542fd29ce99a92334c64449"
      },
      "receipt_sha256": "ade6fe75f22496bdadb62ce840669f5b714100857542fd29ce99a92334c64449"
    },
    {
      "storm_id": "58506",
      "lat": 43.3675,
      "lon": -109.5283,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 644.0,
      "ebshear": 18.0,
      "srh01": 76.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9206
        },
        {
          "name": "alignment",
          "value": 0.3779
        },
        {
          "name": "tau",
          "value": 0.5762
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1084
      },
      "coherence_score": 0.5761617422103882,
      "coherence_diagnostics": {
        "tau": 0.5761617422103882,
        "grad_tau": 0.07320106029510498,
        "torsion": 0.0,
        "alignment": 0.3779078722000122,
        "S_field": 0.21737563610076904,
        "Gamma_field": 0.23381145298480988,
        "S_over_Gamma": 0.9297048449516296,
        "Da": 13.917113304138184,
        "E_coh": 0.4280170798301697,
        "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": [
          [
            [
              -109.56,
              43.41
            ],
            [
              -109.51,
              43.41
            ],
            [
              -109.49,
              43.4
            ],
            [
              -109.47,
              43.38
            ],
            [
              -109.47,
              43.35
            ],
            [
              -109.49,
              43.33
            ],
            [
              -109.52,
              43.33
            ],
            [
              -109.53,
              43.32
            ],
            [
              -109.56,
              43.33
            ],
            [
              -109.59,
              43.36
            ],
            [
              -109.59,
              43.38
            ],
            [
              -109.56,
              43.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1084,
      "confidence_lo": 0.0013,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "75ac789da1a376db76c7007aba16cfe5109e86b639692ef44ea7ab48dbd0d142",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1084,
        "probability": 0.002,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.002001,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f222e2e109b60800d281852db1d16233e2bfbeba70e5d9b48e4b8036ce70a52"
      },
      "receipt_sha256": "9f222e2e109b60800d281852db1d16233e2bfbeba70e5d9b48e4b8036ce70a52"
    },
    {
      "storm_id": "57979",
      "lat": 31.5487,
      "lon": -108.0,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3148.0,
      "ebshear": 14.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2956
        },
        {
          "name": "alignment",
          "value": -4.1429
        },
        {
          "name": "tau",
          "value": 1.2574
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1068
      },
      "coherence_score": 1.2573546171188354,
      "coherence_diagnostics": {
        "tau": 1.2573546171188354,
        "grad_tau": 0.10996164381504059,
        "torsion": 0.0,
        "alignment": -4.14292573928833,
        "S_field": 0.915729820728302,
        "Gamma_field": 0.39964479207992554,
        "S_over_Gamma": 2.2913594245910645,
        "Da": 23.257614135742188,
        "E_coh": 0.9244710206985474,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.02,
              31.58
            ],
            [
              -107.97,
              31.58
            ],
            [
              -107.95,
              31.53
            ],
            [
              -107.97,
              31.51
            ],
            [
              -108.01,
              31.51
            ],
            [
              -108.03,
              31.53
            ],
            [
              -108.03,
              31.57
            ],
            [
              -108.02,
              31.58
            ]
          ]
        ]
      },
      "raw_probability": 0.1068,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "b79ebe9f0b2ee7fc7082685ce598c63841633e13dcf8bb82aeca0a081dd6220e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1068,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03ddeb8275d569064f3e1d42f79194e12fe0f85c4e7b73e33e676bbad8487f1f"
      },
      "receipt_sha256": "03ddeb8275d569064f3e1d42f79194e12fe0f85c4e7b73e33e676bbad8487f1f"
    },
    {
      "storm_id": "58522",
      "lat": 41.5107,
      "lon": -108.1973,
      "motion_east": 6.8,
      "motion_south": -2.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1828.0,
      "ebshear": 17.0,
      "srh01": 41.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5456
        },
        {
          "name": "alignment",
          "value": -2.5212
        },
        {
          "name": "tau",
          "value": 0.8202
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1056
      },
      "coherence_score": 0.8202223777770996,
      "coherence_diagnostics": {
        "tau": 0.8202223777770996,
        "grad_tau": 0.09985076636075974,
        "torsion": 0.0,
        "alignment": -2.521235942840576,
        "S_field": 0.6532976031303406,
        "Gamma_field": 0.4363114833831787,
        "S_over_Gamma": 1.4973193407058716,
        "Da": 25.909801483154297,
        "E_coh": 0.9045443534851074,
        "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": [
          [
            [
              -108.18,
              41.55
            ],
            [
              -108.14,
              41.55
            ],
            [
              -108.13,
              41.53
            ],
            [
              -108.13,
              41.49
            ],
            [
              -108.15,
              41.47
            ],
            [
              -108.19,
              41.46
            ],
            [
              -108.2,
              41.45
            ],
            [
              -108.25,
              41.49
            ],
            [
              -108.26,
              41.49
            ],
            [
              -108.26,
              41.5
            ],
            [
              -108.24,
              41.52
            ],
            [
              -108.24,
              41.53
            ],
            [
              -108.22,
              41.54
            ],
            [
              -108.19,
              41.54
            ],
            [
              -108.18,
              41.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1056,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "59f48e8529305c28a4fdd8b7125352cfea792df26a78759fb6ff15bc794bb825",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1056,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eedae93a282a3a6e6fef5518bbc8bb4ec43a8233e863ffd389a086b4e4a25ec6"
      },
      "receipt_sha256": "eedae93a282a3a6e6fef5518bbc8bb4ec43a8233e863ffd389a086b4e4a25ec6"
    },
    {
      "storm_id": "58585",
      "lat": 43.2912,
      "lon": -78.3787,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 25.0,
      "ebshear": 8.0,
      "srh01": 37.0,
      "maxllaz": 0.0,
      "mesh": 1.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.2956
        },
        {
          "name": "alignment",
          "value": 6.2693
        },
        {
          "name": "tau",
          "value": 0.9219
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1032
      },
      "coherence_score": 0.921941876411438,
      "coherence_diagnostics": {
        "tau": 0.921941876411438,
        "grad_tau": 0.03820788487792015,
        "torsion": 0.0,
        "alignment": 6.269266128540039,
        "S_field": 0.17611902952194214,
        "Gamma_field": 0.25881144404411316,
        "S_over_Gamma": 0.6804916858673096,
        "Da": 14.339640617370605,
        "E_coh": 0.3323800265789032,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.37,
              43.34
            ],
            [
              -78.29,
              43.34
            ],
            [
              -78.29,
              43.26
            ],
            [
              -78.37,
              43.22
            ],
            [
              -78.46,
              43.22
            ],
            [
              -78.46,
              43.3
            ],
            [
              -78.42,
              43.31
            ],
            [
              -78.37,
              43.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1032,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2568ffc3a1e2fd2f000c3727171718fa63eb1cc5b78f2494681d8308bf2edf4d",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1032,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b44b55fafb43b7b25bafd56cbbbecfea02119cee1c14fb0f24fee21ff12f4670"
      },
      "receipt_sha256": "b44b55fafb43b7b25bafd56cbbbecfea02119cee1c14fb0f24fee21ff12f4670"
    },
    {
      "storm_id": "58589",
      "lat": 38.4271,
      "lon": -104.0447,
      "motion_east": 6.6,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1631.0,
      "ebshear": 21.0,
      "srh01": 77.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2956
        },
        {
          "name": "alignment",
          "value": -0.588
        },
        {
          "name": "tau",
          "value": 0.8434
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1029
      },
      "coherence_score": 0.8433778285980225,
      "coherence_diagnostics": {
        "tau": 0.8433778285980225,
        "grad_tau": 0.05357316508889198,
        "torsion": 0.0,
        "alignment": -0.5880250334739685,
        "S_field": 0.17793525755405426,
        "Gamma_field": 0.3738114535808563,
        "S_over_Gamma": 0.47600269317626953,
        "Da": 22.28118896484375,
        "E_coh": 0.7607219219207764,
        "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": [
          [
            [
              -104.13,
              38.49
            ],
            [
              -104.09,
              38.49
            ],
            [
              -104.05,
              38.45
            ],
            [
              -104.03,
              38.41
            ],
            [
              -104.01,
              38.43
            ],
            [
              -104.01,
              38.45
            ],
            [
              -103.96,
              38.45
            ],
            [
              -103.95,
              38.43
            ],
            [
              -103.95,
              38.39
            ],
            [
              -103.97,
              38.37
            ],
            [
              -104.0,
              38.37
            ],
            [
              -104.02,
              38.35
            ],
            [
              -104.07,
              38.39
            ],
            [
              -104.11,
              38.39
            ],
            [
              -104.14,
              38.43
            ],
            [
              -104.14,
              38.48
            ],
            [
              -104.13,
              38.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1029,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "9bd6f0728c24c24c75ce4081420206862b46ffadcfa7a06e9588ae6af7a0239d",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1029,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c48fbf74c57f52c0cd5e72f551b29eec71a088ea8f1d1b343c42d050f9fab54"
      },
      "receipt_sha256": "4c48fbf74c57f52c0cd5e72f551b29eec71a088ea8f1d1b343c42d050f9fab54"
    },
    {
      "storm_id": "57018",
      "lat": 39.4075,
      "lon": -102.9975,
      "motion_east": 3.8,
      "motion_south": -4.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2538.0,
      "ebshear": 36.0,
      "srh01": 89.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0456
        },
        {
          "name": "alignment",
          "value": 0.8126
        },
        {
          "name": "tau",
          "value": 0.9499
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1017
      },
      "coherence_score": 0.9498928785324097,
      "coherence_diagnostics": {
        "tau": 0.9498928785324097,
        "grad_tau": 0.05025096982717514,
        "torsion": 0.0,
        "alignment": 0.8126304745674133,
        "S_field": 0.38906896114349365,
        "Gamma_field": 0.2854781150817871,
        "S_over_Gamma": 1.3628679513931274,
        "Da": 17.943296432495117,
        "E_coh": 0.8611829876899719,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.01,
              39.5
            ],
            [
              -102.98,
              39.5
            ],
            [
              -102.95,
              39.47
            ],
            [
              -102.94,
              39.43
            ],
            [
              -102.91,
              39.4
            ],
            [
              -102.91,
              39.34
            ],
            [
              -102.92,
              39.33
            ],
            [
              -102.97,
              39.32
            ],
            [
              -102.99,
              39.33
            ],
            [
              -103.0,
              39.35
            ],
            [
              -103.04,
              39.37
            ],
            [
              -103.06,
              39.37
            ],
            [
              -103.1,
              39.4
            ],
            [
              -103.1,
              39.44
            ],
            [
              -103.07,
              39.47
            ],
            [
              -103.01,
              39.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1017,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "c90f475a7a5f702cba5ff7cadec28be112dd2e05f3abdbdf6c71563132ae1289",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.1017,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f31b805e62c1142756ba9b951e3c244a485547901f9fe5ad390317cf221f00a"
      },
      "receipt_sha256": "1f31b805e62c1142756ba9b951e3c244a485547901f9fe5ad390317cf221f00a"
    },
    {
      "storm_id": "56848",
      "lat": 41.1147,
      "lon": -103.8547,
      "motion_east": 3.2,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1503.0,
      "ebshear": 24.0,
      "srh01": 39.0,
      "maxllaz": 0.004,
      "mesh": 0.25,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5456
        },
        {
          "name": "alignment",
          "value": -0.9453
        },
        {
          "name": "tau",
          "value": 0.8552
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 0.8551608920097351,
      "coherence_diagnostics": {
        "tau": 0.8551608920097351,
        "grad_tau": 0.1324089616537094,
        "torsion": 0.0,
        "alignment": -0.9453243017196655,
        "S_field": 0.5265575051307678,
        "Gamma_field": 0.4846448004245758,
        "S_over_Gamma": 1.0864813327789307,
        "Da": 29.44432830810547,
        "E_coh": 0.8705573678016663,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.87,
              41.21
            ],
            [
              -103.83,
              41.19
            ],
            [
              -103.79,
              41.15
            ],
            [
              -103.78,
              41.11
            ],
            [
              -103.77,
              41.1
            ],
            [
              -103.78,
              41.05
            ],
            [
              -103.83,
              41.0
            ],
            [
              -103.84,
              41.01
            ],
            [
              -103.88,
              41.02
            ],
            [
              -103.89,
              41.04
            ],
            [
              -103.89,
              41.09
            ],
            [
              -103.9,
              41.1
            ],
            [
              -103.9,
              41.15
            ],
            [
              -103.91,
              41.16
            ],
            [
              -103.9,
              41.17
            ],
            [
              -103.9,
              41.19
            ],
            [
              -103.87,
              41.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0996,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d8185e8bd2ac02600a2e92f16b5db7ab796b2f489bc3fbaf9a39a71d76292d2"
      },
      "receipt_sha256": "6d8185e8bd2ac02600a2e92f16b5db7ab796b2f489bc3fbaf9a39a71d76292d2"
    },
    {
      "storm_id": "58209",
      "lat": 39.5925,
      "lon": -102.6685,
      "motion_east": 4.0,
      "motion_south": -4.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2169.0,
      "ebshear": 31.0,
      "srh01": 77.0,
      "maxllaz": 0.007,
      "mesh": 0.15,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0456
        },
        {
          "name": "alignment",
          "value": 0.8126
        },
        {
          "name": "tau",
          "value": 0.9499
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.099
      },
      "coherence_score": 0.9498928785324097,
      "coherence_diagnostics": {
        "tau": 0.9498928785324097,
        "grad_tau": 0.05025096982717514,
        "torsion": 0.0,
        "alignment": 0.8126304745674133,
        "S_field": 0.38906896114349365,
        "Gamma_field": 0.2854781150817871,
        "S_over_Gamma": 1.3628679513931274,
        "Da": 17.943296432495117,
        "E_coh": 0.8611829876899719,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.77,
              39.67
            ],
            [
              -102.72,
              39.67
            ],
            [
              -102.71,
              39.66
            ],
            [
              -102.69,
              39.66
            ],
            [
              -102.64,
              39.6
            ],
            [
              -102.6,
              39.58
            ],
            [
              -102.57,
              39.58
            ],
            [
              -102.55,
              39.56
            ],
            [
              -102.55,
              39.52
            ],
            [
              -102.56,
              39.51
            ],
            [
              -102.58,
              39.52
            ],
            [
              -102.58,
              39.53
            ],
            [
              -102.62,
              39.55
            ],
            [
              -102.65,
              39.59
            ],
            [
              -102.68,
              39.59
            ],
            [
              -102.69,
              39.58
            ],
            [
              -102.8,
              39.58
            ],
            [
              -102.82,
              39.6
            ],
            [
              -102.82,
              39.63
            ],
            [
              -102.77,
              39.67
            ]
          ]
        ]
      },
      "raw_probability": 0.099,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "50aa0c2ec53129678f3b722d41a6fe402f326c034ce4ae8c7093bdf4fea370c6",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.099,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0e001d35af71eee9e7b0c7894c32b56e0edd52ad5ce42b667d45f7969f3ed7d"
      },
      "receipt_sha256": "c0e001d35af71eee9e7b0c7894c32b56e0edd52ad5ce42b667d45f7969f3ed7d"
    },
    {
      "storm_id": "58588",
      "lat": 38.5436,
      "lon": -104.2393,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1075.0,
      "ebshear": 29.0,
      "srh01": 62.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2956
        },
        {
          "name": "alignment",
          "value": -0.588
        },
        {
          "name": "tau",
          "value": 0.8434
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0968
      },
      "coherence_score": 0.8433778285980225,
      "coherence_diagnostics": {
        "tau": 0.8433778285980225,
        "grad_tau": 0.05357316508889198,
        "torsion": 0.0,
        "alignment": -0.5880250334739685,
        "S_field": 0.17793525755405426,
        "Gamma_field": 0.3738114535808563,
        "S_over_Gamma": 0.47600269317626953,
        "Da": 22.28118896484375,
        "E_coh": 0.7607219219207764,
        "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": [
          [
            [
              -104.22,
              38.64
            ],
            [
              -104.18,
              38.62
            ],
            [
              -104.18,
              38.58
            ],
            [
              -104.23,
              38.54
            ],
            [
              -104.22,
              38.51
            ],
            [
              -104.23,
              38.5
            ],
            [
              -104.24,
              38.46
            ],
            [
              -104.25,
              38.45
            ],
            [
              -104.27,
              38.45
            ],
            [
              -104.3,
              38.48
            ],
            [
              -104.31,
              38.52
            ],
            [
              -104.25,
              38.6
            ],
            [
              -104.25,
              38.62
            ],
            [
              -104.22,
              38.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0968,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "3f3e10dcf73b834eed999aee428f80b7e4a9e847070a0407afd41bdbd1f2bf7e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0968,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62ef41c9bb3b75cb933f5e55a96f8a2f0f7c26e752ebc8d69db4e924db63e9c2"
      },
      "receipt_sha256": "62ef41c9bb3b75cb933f5e55a96f8a2f0f7c26e752ebc8d69db4e924db63e9c2"
    },
    {
      "storm_id": "58598",
      "lat": 46.295,
      "lon": -124.5025,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1898.0,
      "ebshear": 33.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9206
        },
        {
          "name": "alignment",
          "value": -2.9019
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0966
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3271790146827698,
        "torsion": 0.0,
        "alignment": -2.9018898010253906,
        "S_field": 0.18703636527061462,
        "Gamma_field": 0.15964478254318237,
        "S_over_Gamma": 1.171578288078308,
        "Da": 10.444485664367676,
        "E_coh": 0.1658726930618286,
        "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,
              46.32
            ],
            [
              -124.48,
              46.32
            ],
            [
              -124.47,
              46.31
            ],
            [
              -124.47,
              46.26
            ],
            [
              -124.5,
              46.25
            ],
            [
              -124.53,
              46.27
            ],
            [
              -124.53,
              46.31
            ],
            [
              -124.52,
              46.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0966,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0015,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "bd780e6eb3807b0eae44fef78594565ae9c2d1e6fc990cdac61314f66647c37b",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0966,
        "probability": 0.001468,
        "confidence_lo": 0.001322,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e016c5423811708fcf52bff02b0cc8d28458eea7677fab4726e592446995ae18"
      },
      "receipt_sha256": "e016c5423811708fcf52bff02b0cc8d28458eea7677fab4726e592446995ae18"
    },
    {
      "storm_id": "58583",
      "lat": 43.9225,
      "lon": -108.645,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 869.0,
      "ebshear": 15.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9206
        },
        {
          "name": "alignment",
          "value": -3.9176
        },
        {
          "name": "tau",
          "value": 0.6444
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.095
      },
      "coherence_score": 0.6444122195243835,
      "coherence_diagnostics": {
        "tau": 0.6444122195243835,
        "grad_tau": 0.06151684746146202,
        "torsion": 0.0,
        "alignment": -3.9175806045532227,
        "S_field": 0.2026800960302353,
        "Gamma_field": 0.34881144762039185,
        "S_over_Gamma": 0.5810591578483582,
        "Da": 20.838468551635742,
        "E_coh": 0.2827643156051636,
        "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": [
          [
            [
              -108.66,
              43.95
            ],
            [
              -108.6,
              43.94
            ],
            [
              -108.6,
              43.91
            ],
            [
              -108.62,
              43.89
            ],
            [
              -108.66,
              43.89
            ],
            [
              -108.68,
              43.91
            ],
            [
              -108.68,
              43.94
            ],
            [
              -108.66,
              43.95
            ]
          ]
        ]
      },
      "raw_probability": 0.095,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "fd82b044cdcab491a3873a17739c347020c681d992d14b0c18c7c839a2389ee8",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.095,
        "probability": 0.001468,
        "confidence_lo": 0.001246,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0fec59fb6dde155ac07c815b807528782ddabd1b62a60d9595105560ef0e288"
      },
      "receipt_sha256": "f0fec59fb6dde155ac07c815b807528782ddabd1b62a60d9595105560ef0e288"
    },
    {
      "storm_id": "58584",
      "lat": 43.8989,
      "lon": -108.8656,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 714.0,
      "ebshear": 15.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9206
        },
        {
          "name": "alignment",
          "value": -3.9176
        },
        {
          "name": "tau",
          "value": 0.6444
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.095
      },
      "coherence_score": 0.6444122195243835,
      "coherence_diagnostics": {
        "tau": 0.6444122195243835,
        "grad_tau": 0.06151684746146202,
        "torsion": 0.0,
        "alignment": -3.9175806045532227,
        "S_field": 0.2026800960302353,
        "Gamma_field": 0.34881144762039185,
        "S_over_Gamma": 0.5810591578483582,
        "Da": 20.838468551635742,
        "E_coh": 0.2827643156051636,
        "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": [
          [
            [
              -108.82,
              43.94
            ],
            [
              -108.83,
              43.88
            ],
            [
              -108.85,
              43.86
            ],
            [
              -108.9,
              43.86
            ],
            [
              -108.91,
              43.87
            ],
            [
              -108.91,
              43.9
            ],
            [
              -108.89,
              43.92
            ],
            [
              -108.86,
              43.92
            ],
            [
              -108.82,
              43.94
            ]
          ]
        ]
      },
      "raw_probability": 0.095,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "fd82b044cdcab491a3873a17739c347020c681d992d14b0c18c7c839a2389ee8",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.095,
        "probability": 0.001468,
        "confidence_lo": 0.001246,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0fec59fb6dde155ac07c815b807528782ddabd1b62a60d9595105560ef0e288"
      },
      "receipt_sha256": "f0fec59fb6dde155ac07c815b807528782ddabd1b62a60d9595105560ef0e288"
    },
    {
      "storm_id": "58562",
      "lat": 31.2419,
      "lon": -97.8681,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0015,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2424.0,
      "ebshear": 14.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.0456
        },
        {
          "name": "alignment",
          "value": -3.3146
        },
        {
          "name": "tau",
          "value": 0.552
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0949
      },
      "coherence_score": 0.5520079135894775,
      "coherence_diagnostics": {
        "tau": 0.5520079135894775,
        "grad_tau": 0.26207101345062256,
        "torsion": 0.0,
        "alignment": -3.3146228790283203,
        "S_field": 0.2588111460208893,
        "Gamma_field": 0.7896447777748108,
        "S_over_Gamma": 0.32775643467903137,
        "Da": 46.11412048339844,
        "E_coh": 0.8036170601844788,
        "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": [
          [
            [
              -97.87,
              31.3
            ],
            [
              -97.79,
              31.3
            ],
            [
              -97.79,
              31.27
            ],
            [
              -97.81,
              31.25
            ],
            [
              -97.81,
              31.2
            ],
            [
              -97.82,
              31.19
            ],
            [
              -97.87,
              31.19
            ],
            [
              -97.88,
              31.18
            ],
            [
              -97.9,
              31.18
            ],
            [
              -97.9,
              31.19
            ],
            [
              -97.92,
              31.21
            ],
            [
              -97.92,
              31.26
            ],
            [
              -97.93,
              31.27
            ],
            [
              -97.93,
              31.29
            ],
            [
              -97.88,
              31.29
            ],
            [
              -97.87,
              31.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0949,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d3037b6fcd09d5cd0950e1d19488f7da240ae6a66abefa940f9a68444037bdef",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0949,
        "probability": 0.001468,
        "confidence_lo": 0.001246,
        "confidence_hi": 0.001469,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1177f589be749c58c3ba33e8282acd9bcbf8e9f9f830615d6d1b027b949e0267"
      },
      "receipt_sha256": "1177f589be749c58c3ba33e8282acd9bcbf8e9f9f830615d6d1b027b949e0267"
    },
    {
      "storm_id": "58474",
      "lat": 39.3636,
      "lon": -109.2018,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1008.0,
      "ebshear": 6.0,
      "srh01": 29.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9206
        },
        {
          "name": "alignment",
          "value": -2.1592
        },
        {
          "name": "tau",
          "value": 0.7412
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0903
      },
      "coherence_score": 0.7412121295928955,
      "coherence_diagnostics": {
        "tau": 0.7412121295928955,
        "grad_tau": 0.07075894623994827,
        "torsion": 0.0,
        "alignment": -2.1592421531677246,
        "S_field": 0.45529723167419434,
        "Gamma_field": 0.5763114094734192,
        "S_over_Gamma": 0.7900194525718689,
        "Da": 35.58433151245117,
        "E_coh": 0.830940842628479,
        "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": [
          [
            [
              -109.23,
              39.4
            ],
            [
              -109.18,
              39.4
            ],
            [
              -109.18,
              39.37
            ],
            [
              -109.17,
              39.36
            ],
            [
              -109.18,
              39.35
            ],
            [
              -109.17,
              39.34
            ],
            [
              -109.18,
              39.32
            ],
            [
              -109.22,
              39.33
            ],
            [
              -109.24,
              39.35
            ],
            [
              -109.24,
              39.38
            ],
            [
              -109.23,
              39.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0903,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "aeee76f96098e8a97f5cb4212971d0af62daf67cbd8db96f8d5e2d75c1c3d05c",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0903,
        "probability": 0.001338,
        "confidence_lo": 0.001246,
        "confidence_hi": 0.001338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "156b1abe1344e8eb1e8595977539e8e879f9357e3bc789c5b195ffaeacf081b7"
      },
      "receipt_sha256": "156b1abe1344e8eb1e8595977539e8e879f9357e3bc789c5b195ffaeacf081b7"
    },
    {
      "storm_id": "58597",
      "lat": 46.8978,
      "lon": -122.1689,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 807.0,
      "ebshear": 20.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0456
        },
        {
          "name": "alignment",
          "value": -3.388
        },
        {
          "name": "tau",
          "value": 0.6079
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0902
      },
      "coherence_score": 0.6078651547431946,
      "coherence_diagnostics": {
        "tau": 0.6078651547431946,
        "grad_tau": 0.07117757201194763,
        "torsion": 0.0,
        "alignment": -3.3879780769348145,
        "S_field": 0.1910080760717392,
        "Gamma_field": 0.15964478254318237,
        "S_over_Gamma": 1.196456789970398,
        "Da": 10.457989692687988,
        "E_coh": 0.362255334854126,
        "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": [
          [
            [
              -122.18,
              46.93
            ],
            [
              -122.16,
              46.93
            ],
            [
              -122.13,
              46.91
            ],
            [
              -122.13,
              46.88
            ],
            [
              -122.15,
              46.86
            ],
            [
              -122.19,
              46.86
            ],
            [
              -122.2,
              46.87
            ],
            [
              -122.2,
              46.91
            ],
            [
              -122.18,
              46.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0902,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "bafe5890769f5596ff151447c56f371a6ed70ca1362e4f55399f23c8e7a1329d",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0902,
        "probability": 0.001338,
        "confidence_lo": 0.001246,
        "confidence_hi": 0.001338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "326c1214233e43bf1f09ba6dfd5916b95f7a6f6d8f2a9f7882c97da0a7e2898f"
      },
      "receipt_sha256": "326c1214233e43bf1f09ba6dfd5916b95f7a6f6d8f2a9f7882c97da0a7e2898f"
    },
    {
      "storm_id": "58519",
      "lat": 46.48,
      "lon": -123.0142,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 456.0,
      "ebshear": 30.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7956
        },
        {
          "name": "alignment",
          "value": -2.5003
        },
        {
          "name": "tau",
          "value": 0.5327
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0856
      },
      "coherence_score": 0.5326803922653198,
      "coherence_diagnostics": {
        "tau": 0.5326803922653198,
        "grad_tau": 0.15095777809619904,
        "torsion": 0.0,
        "alignment": -2.500314235687256,
        "S_field": 0.21693865954875946,
        "Gamma_field": 0.15881145000457764,
        "S_over_Gamma": 1.366014003753662,
        "Da": 10.707124710083008,
        "E_coh": 0.38889726996421814,
        "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": [
          [
            [
              -123.03,
              46.53
            ],
            [
              -122.99,
              46.53
            ],
            [
              -122.91,
              46.49
            ],
            [
              -122.91,
              46.44
            ],
            [
              -122.95,
              46.42
            ],
            [
              -122.96,
              46.43
            ],
            [
              -123.07,
              46.43
            ],
            [
              -123.09,
              46.45
            ],
            [
              -123.09,
              46.49
            ],
            [
              -123.08,
              46.51
            ],
            [
              -123.06,
              46.51
            ],
            [
              -123.03,
              46.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0856,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0856,
        "probability": 0.001338,
        "confidence_lo": 0.001149,
        "confidence_hi": 0.001338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "378452fe84a3f95b7a5f1405250bb98d6988a8b70e947d5cffe05854e209debd"
      },
      "receipt_sha256": "378452fe84a3f95b7a5f1405250bb98d6988a8b70e947d5cffe05854e209debd"
    },
    {
      "storm_id": "58592",
      "lat": 37.9554,
      "lon": -108.6077,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1640.0,
      "ebshear": 23.0,
      "srh01": 46.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7956
        },
        {
          "name": "alignment",
          "value": 5.5079
        },
        {
          "name": "tau",
          "value": 0.5318
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0853
      },
      "coherence_score": 0.5317667126655579,
      "coherence_diagnostics": {
        "tau": 0.5317667126655579,
        "grad_tau": 0.07597476989030838,
        "torsion": 0.0,
        "alignment": 5.507877826690674,
        "S_field": 0.1644751876592636,
        "Gamma_field": 0.6088114380836487,
        "S_over_Gamma": 0.2701578438282013,
        "Da": 35.150264739990234,
        "E_coh": 0.302114874124527,
        "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": [
          [
            [
              -108.67,
              37.99
            ],
            [
              -108.58,
              37.99
            ],
            [
              -108.57,
              37.98
            ],
            [
              -108.6,
              37.95
            ],
            [
              -108.56,
              37.92
            ],
            [
              -108.55,
              37.93
            ],
            [
              -108.54,
              37.91
            ],
            [
              -108.64,
              37.91
            ],
            [
              -108.61,
              37.94
            ],
            [
              -108.61,
              37.95
            ],
            [
              -108.64,
              37.98
            ],
            [
              -108.66,
              37.98
            ],
            [
              -108.67,
              37.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0853,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "55ae3e07cedbc0fb87ff5da42dd985b7786d8a65a105092e57e480e91f56aa28",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0853,
        "probability": 0.001338,
        "confidence_lo": 0.001149,
        "confidence_hi": 0.001338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51590c6266bf959ed6fe4675cf8cf02036e876dc7a04acd1d299e41550205d7b"
      },
      "receipt_sha256": "51590c6266bf959ed6fe4675cf8cf02036e876dc7a04acd1d299e41550205d7b"
    },
    {
      "storm_id": "58491",
      "lat": 38.7667,
      "lon": -104.2967,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1280.0,
      "ebshear": 33.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.7956
        },
        {
          "name": "alignment",
          "value": 1.7941
        },
        {
          "name": "tau",
          "value": 0.9096
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0851
      },
      "coherence_score": 0.9095739722251892,
      "coherence_diagnostics": {
        "tau": 0.9095739722251892,
        "grad_tau": 0.07390101999044418,
        "torsion": 0.0,
        "alignment": 1.7940958738327026,
        "S_field": 0.25136828422546387,
        "Gamma_field": 0.2879781126976013,
        "S_over_Gamma": 0.8728728890419006,
        "Da": 17.52681541442871,
        "E_coh": 0.7211751937866211,
        "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": [
          [
            [
              -104.33,
              38.81
            ],
            [
              -104.3,
              38.81
            ],
            [
              -104.27,
              38.79
            ],
            [
              -104.27,
              38.78
            ],
            [
              -104.25,
              38.76
            ],
            [
              -104.25,
              38.72
            ],
            [
              -104.26,
              38.71
            ],
            [
              -104.3,
              38.71
            ],
            [
              -104.32,
              38.73
            ],
            [
              -104.34,
              38.77
            ],
            [
              -104.34,
              38.8
            ],
            [
              -104.33,
              38.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0851,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0851,
        "probability": 0.001338,
        "confidence_lo": 0.001149,
        "confidence_hi": 0.001338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b04820c5f65ff38b30794bddd4130ae3e0dd3fd49e93586c64520d56d8ad7de"
      },
      "receipt_sha256": "5b04820c5f65ff38b30794bddd4130ae3e0dd3fd49e93586c64520d56d8ad7de"
    },
    {
      "storm_id": "58302",
      "lat": 46.2611,
      "lon": -124.6911,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 730.0,
      "ebshear": 30.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9206
        },
        {
          "name": "alignment",
          "value": -2.9019
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0847
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3271790146827698,
        "torsion": 0.0,
        "alignment": -2.9018898010253906,
        "S_field": 0.18703636527061462,
        "Gamma_field": 0.15964478254318237,
        "S_over_Gamma": 1.171578288078308,
        "Da": 10.444485664367676,
        "E_coh": 0.1658726930618286,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -124.71,
              46.3
            ],
            [
              -124.69,
              46.3
            ],
            [
              -124.65,
              46.25
            ],
            [
              -124.65,
              46.24
            ],
            [
              -124.67,
              46.22
            ],
            [
              -124.7,
              46.22
            ],
            [
              -124.72,
              46.23
            ],
            [
              -124.72,
              46.29
            ],
            [
              -124.71,
              46.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0847,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "e3e0f9b9c15725488dba442be54ce9856f5b9856fd568d5e4579b685204e06d4",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0847,
        "probability": 0.001338,
        "confidence_lo": 0.001149,
        "confidence_hi": 0.001338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a91516a6fb636358a12e26ad67a0c1eb0ac6e19493454d612b39474c94928f55"
      },
      "receipt_sha256": "a91516a6fb636358a12e26ad67a0c1eb0ac6e19493454d612b39474c94928f55"
    },
    {
      "storm_id": "58184",
      "lat": 44.4782,
      "lon": -122.5655,
      "motion_east": 6.4,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1329.0,
      "ebshear": 33.0,
      "srh01": 33.0,
      "maxllaz": 0.006,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.1706
        },
        {
          "name": "alignment",
          "value": 0.9763
        },
        {
          "name": "tau",
          "value": 0.4711
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0832
      },
      "coherence_score": 0.47112536430358887,
      "coherence_diagnostics": {
        "tau": 0.47112536430358887,
        "grad_tau": 0.14350245893001556,
        "torsion": 0.0,
        "alignment": 0.9762638211250305,
        "S_field": 0.14563466608524323,
        "Gamma_field": 0.15131144225597382,
        "S_over_Gamma": 0.9624828100204468,
        "Da": 9.500118255615234,
        "E_coh": 0.32522469758987427,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.58,
              44.52
            ],
            [
              -122.54,
              44.52
            ],
            [
              -122.52,
              44.5
            ],
            [
              -122.52,
              44.46
            ],
            [
              -122.53,
              44.45
            ],
            [
              -122.53,
              44.43
            ],
            [
              -122.62,
              44.43
            ],
            [
              -122.62,
              44.44
            ],
            [
              -122.59,
              44.48
            ],
            [
              -122.59,
              44.51
            ],
            [
              -122.58,
              44.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0832,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8726eb037590b82f3046e55ad5a653b4843dee32eb2461612e0a2002e820863e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0832,
        "probability": 0.001328,
        "confidence_lo": 0.001149,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1a6362f8e134360afe91a86156bd1b9741eb5e8695e85c72a034697726b7203"
      },
      "receipt_sha256": "e1a6362f8e134360afe91a86156bd1b9741eb5e8695e85c72a034697726b7203"
    },
    {
      "storm_id": "58368",
      "lat": 46.9946,
      "lon": -122.32,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 590.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9206
        },
        {
          "name": "alignment",
          "value": -2.643
        },
        {
          "name": "tau",
          "value": 0.5254
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.082
      },
      "coherence_score": 0.5254403352737427,
      "coherence_diagnostics": {
        "tau": 0.5254403352737427,
        "grad_tau": 0.14337407052516937,
        "torsion": 0.0,
        "alignment": -2.6430182456970215,
        "S_field": 0.25219738483428955,
        "Gamma_field": 0.16214478015899658,
        "S_over_Gamma": 1.5553839206695557,
        "Da": 10.827569007873535,
        "E_coh": 0.4612623155117035,
        "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": [
          [
            [
              -122.34,
              47.05
            ],
            [
              -122.29,
              47.05
            ],
            [
              -122.27,
              47.01
            ],
            [
              -122.27,
              46.98
            ],
            [
              -122.31,
              46.94
            ],
            [
              -122.31,
              46.93
            ],
            [
              -122.32,
              46.93
            ],
            [
              -122.32,
              46.94
            ],
            [
              -122.35,
              46.98
            ],
            [
              -122.35,
              47.01
            ],
            [
              -122.34,
              47.02
            ],
            [
              -122.35,
              47.04
            ],
            [
              -122.34,
              47.05
            ]
          ]
        ]
      },
      "raw_probability": 0.082,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "52b6cecc0dcdaf7967fa0bad0faa3c4cd7902c256ae72e91cc2d36c6333965f5",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.082,
        "probability": 0.001318,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001319,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c290b433a0e934d0f675897873715b320a8ee593d0ef828b33248e67308ecd2f"
      },
      "receipt_sha256": "c290b433a0e934d0f675897873715b320a8ee593d0ef828b33248e67308ecd2f"
    },
    {
      "storm_id": "58604",
      "lat": 39.2382,
      "lon": -103.4064,
      "motion_east": 2.6,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2429.0,
      "ebshear": 33.0,
      "srh01": 75.0,
      "maxllaz": 0.005,
      "mesh": 0.39,
      "flash_rate": 51.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.7956
        },
        {
          "name": "alignment",
          "value": 1.7941
        },
        {
          "name": "tau",
          "value": 0.9096
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.081
      },
      "coherence_score": 0.9095739722251892,
      "coherence_diagnostics": {
        "tau": 0.9095739722251892,
        "grad_tau": 0.07390101999044418,
        "torsion": 0.0,
        "alignment": 1.7940958738327026,
        "S_field": 0.25136828422546387,
        "Gamma_field": 0.2879781126976013,
        "S_over_Gamma": 0.8728728890419006,
        "Da": 17.52681541442871,
        "E_coh": 0.7211751937866211,
        "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": [
          [
            [
              -103.29,
              39.4
            ],
            [
              -103.26,
              39.4
            ],
            [
              -103.23,
              39.36
            ],
            [
              -103.22,
              39.34
            ],
            [
              -103.22,
              39.29
            ],
            [
              -103.25,
              39.23
            ],
            [
              -103.29,
              39.19
            ],
            [
              -103.3,
              39.17
            ],
            [
              -103.3,
              39.14
            ],
            [
              -103.32,
              39.12
            ],
            [
              -103.36,
              39.12
            ],
            [
              -103.38,
              39.14
            ],
            [
              -103.41,
              39.14
            ],
            [
              -103.42,
              39.15
            ],
            [
              -103.54,
              39.15
            ],
            [
              -103.6,
              39.12
            ],
            [
              -103.63,
              39.12
            ],
            [
              -103.65,
              39.14
            ],
            [
              -103.65,
              39.18
            ],
            [
              -103.61,
              39.22
            ],
            [
              -103.57,
              39.24
            ],
            [
              -103.53,
              39.28
            ],
            [
              -103.51,
              39.29
            ],
            [
              -103.44,
              39.29
            ],
            [
              -103.4,
              39.32
            ],
            [
              -103.38,
              39.36
            ],
            [
              -103.33,
              39.37
            ],
            [
              -103.29,
              39.4
            ]
          ]
        ]
      },
      "raw_probability": 0.081,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4960488e3c0e2d89e94bf871a0826f1b7344b4d760d52c303af87aa16aec3c2a",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.081,
        "probability": 0.001096,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "325a01513aa8be5d24938bd43e13791add580b9ff3bd7b3fb6ca2202face21da"
      },
      "receipt_sha256": "325a01513aa8be5d24938bd43e13791add580b9ff3bd7b3fb6ca2202face21da"
    },
    {
      "storm_id": "58456",
      "lat": 42.8026,
      "lon": -109.0406,
      "motion_east": 6.2,
      "motion_south": -5.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 987.0,
      "ebshear": 20.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1706
        },
        {
          "name": "alignment",
          "value": 1.3938
        },
        {
          "name": "tau",
          "value": 0.5283
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0806
      },
      "coherence_score": 0.5282543897628784,
      "coherence_diagnostics": {
        "tau": 0.5282543897628784,
        "grad_tau": 0.040706928819417953,
        "torsion": 0.0,
        "alignment": 1.3937783241271973,
        "S_field": 0.09186671674251556,
        "Gamma_field": 0.638811469078064,
        "S_over_Gamma": 0.14380881190299988,
        "Da": 37.7286491394043,
        "E_coh": 0.3078203499317169,
        "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": [
          [
            [
              -109.09,
              42.93
            ],
            [
              -109.06,
              42.93
            ],
            [
              -109.05,
              42.92
            ],
            [
              -109.0,
              42.92
            ],
            [
              -108.99,
              42.91
            ],
            [
              -108.95,
              42.93
            ],
            [
              -108.9,
              42.93
            ],
            [
              -108.88,
              42.92
            ],
            [
              -108.87,
              42.9
            ],
            [
              -108.87,
              42.85
            ],
            [
              -108.88,
              42.85
            ],
            [
              -108.9,
              42.83
            ],
            [
              -108.92,
              42.78
            ],
            [
              -108.96,
              42.78
            ],
            [
              -109.0,
              42.75
            ],
            [
              -109.0,
              42.71
            ],
            [
              -108.97,
              42.66
            ],
            [
              -108.97,
              42.63
            ],
            [
              -108.99,
              42.61
            ],
            [
              -109.03,
              42.61
            ],
            [
              -109.04,
              42.62
            ],
            [
              -109.12,
              42.64
            ],
            [
              -109.14,
              42.66
            ],
            [
              -109.16,
              42.7
            ],
            [
              -109.16,
              42.74
            ],
            [
              -109.17,
              42.75
            ],
            [
              -109.16,
              42.77
            ],
            [
              -109.17,
              42.78
            ],
            [
              -109.18,
              42.82
            ],
            [
              -109.17,
              42.83
            ],
            [
              -109.17,
              42.85
            ],
            [
              -109.15,
              42.87
            ],
            [
              -109.14,
              42.87
            ],
            [
              -109.12,
              42.91
            ],
            [
              -109.09,
              42.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0806,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "3131ceca8c2313229e419aca73a913dd29f3e3855b4a477499e3f5828991daeb",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0806,
        "probability": 0.001096,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d8f322f76089d22049cec9e472b7ad347717606cde312698c76fda04fb7d625"
      },
      "receipt_sha256": "5d8f322f76089d22049cec9e472b7ad347717606cde312698c76fda04fb7d625"
    },
    {
      "storm_id": "57561",
      "lat": 44.6515,
      "lon": -122.9238,
      "motion_east": -3.0,
      "motion_south": -9.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 556.0,
      "ebshear": 31.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.1706
        },
        {
          "name": "alignment",
          "value": 0.9763
        },
        {
          "name": "tau",
          "value": 0.4711
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0804
      },
      "coherence_score": 0.47112536430358887,
      "coherence_diagnostics": {
        "tau": 0.47112536430358887,
        "grad_tau": 0.14350245893001556,
        "torsion": 0.0,
        "alignment": 0.9762638211250305,
        "S_field": 0.14563466608524323,
        "Gamma_field": 0.15131144225597382,
        "S_over_Gamma": 0.9624828100204468,
        "Da": 9.500118255615234,
        "E_coh": 0.32522469758987427,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.9,
              44.72
            ],
            [
              -122.84,
              44.72
            ],
            [
              -122.82,
              44.69
            ],
            [
              -122.82,
              44.67
            ],
            [
              -122.89,
              44.59
            ],
            [
              -122.91,
              44.58
            ],
            [
              -122.99,
              44.58
            ],
            [
              -122.99,
              44.6
            ],
            [
              -123.0,
              44.61
            ],
            [
              -123.0,
              44.64
            ],
            [
              -122.99,
              44.66
            ],
            [
              -122.96,
              44.69
            ],
            [
              -122.9,
              44.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0804,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "1485e314b8df8b376ac8b7306f37a52fd49b63f6c12e55d55fc159304a294462",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0804,
        "probability": 0.001096,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "247c115256805a6569c2523508d67d59b9d5c30caf2a18f04f3f6701a72382e3"
      },
      "receipt_sha256": "247c115256805a6569c2523508d67d59b9d5c30caf2a18f04f3f6701a72382e3"
    },
    {
      "storm_id": "58600",
      "lat": 44.437,
      "lon": -121.46,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1730.0,
      "ebshear": 27.0,
      "srh01": 26.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7956
        },
        {
          "name": "alignment",
          "value": 2.1549
        },
        {
          "name": "tau",
          "value": 0.5246
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0797
      },
      "coherence_score": 0.5245846509933472,
      "coherence_diagnostics": {
        "tau": 0.5245846509933472,
        "grad_tau": 0.08365992456674576,
        "torsion": 0.0,
        "alignment": 2.1549270153045654,
        "S_field": 0.10186126828193665,
        "Gamma_field": 0.15214477479457855,
        "S_over_Gamma": 0.6695022583007812,
        "Da": 8.734429359436035,
        "E_coh": 0.3869839608669281,
        "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": [
          [
            [
              -121.46,
              44.47
            ],
            [
              -121.45,
              44.46
            ],
            [
              -121.43,
              44.46
            ],
            [
              -121.43,
              44.41
            ],
            [
              -121.44,
              44.4
            ],
            [
              -121.49,
              44.4
            ],
            [
              -121.49,
              44.41
            ],
            [
              -121.47,
              44.43
            ],
            [
              -121.48,
              44.46
            ],
            [
              -121.46,
              44.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0797,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4fa1d108863173eca5ea31dd3063859ce0af6976b5858ee534ffd8aa72c70966",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0797,
        "probability": 0.001096,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001096,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af214479bbe3d8e736604f34865c4eb2922bf5fa6e6f9995444a6342b97694ed"
      },
      "receipt_sha256": "af214479bbe3d8e736604f34865c4eb2922bf5fa6e6f9995444a6342b97694ed"
    },
    {
      "storm_id": "58064",
      "lat": 38.3094,
      "lon": -114.2475,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1371.0,
      "ebshear": 23.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7956
        },
        {
          "name": "alignment",
          "value": -1.2659
        },
        {
          "name": "tau",
          "value": 0.4047
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0759
      },
      "coherence_score": 0.40469440817832947,
      "coherence_diagnostics": {
        "tau": 0.40469440817832947,
        "grad_tau": 0.01800316385924816,
        "torsion": 0.0,
        "alignment": -1.2658863067626953,
        "S_field": 0.3092148005962372,
        "Gamma_field": 0.5446447730064392,
        "S_over_Gamma": 0.5677366256713867,
        "Da": 33.31576919555664,
        "E_coh": 0.8237167000770569,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.26,
              38.37
            ],
            [
              -114.23,
              38.37
            ],
            [
              -114.19,
              38.34
            ],
            [
              -114.18,
              38.32
            ],
            [
              -114.18,
              38.28
            ],
            [
              -114.17,
              38.27
            ],
            [
              -114.19,
              38.26
            ],
            [
              -114.23,
              38.26
            ],
            [
              -114.25,
              38.28
            ],
            [
              -114.27,
              38.27
            ],
            [
              -114.28,
              38.28
            ],
            [
              -114.34,
              38.28
            ],
            [
              -114.33,
              38.32
            ],
            [
              -114.31,
              38.34
            ],
            [
              -114.29,
              38.34
            ],
            [
              -114.26,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0759,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4ebb2cd8ed2442f3b8706c2b75d8331dd6dfcdaef1ba5ce7598b3bb30eff9b5c",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0759,
        "probability": 0.000949,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000949,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa1bc586f30b65e8499c5d63c18ea2a71e624172d19cd074b530400b1c8ca109"
      },
      "receipt_sha256": "fa1bc586f30b65e8499c5d63c18ea2a71e624172d19cd074b530400b1c8ca109"
    },
    {
      "storm_id": "58586",
      "lat": 42.6931,
      "lon": -108.2731,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1472.0,
      "ebshear": 23.0,
      "srh01": 52.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2956
        },
        {
          "name": "alignment",
          "value": -0.7386
        },
        {
          "name": "tau",
          "value": 0.5951
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0756
      },
      "coherence_score": 0.5950871109962463,
      "coherence_diagnostics": {
        "tau": 0.5950871109962463,
        "grad_tau": 0.08399300277233124,
        "torsion": 0.0,
        "alignment": -0.7385978102684021,
        "S_field": 0.13055995106697083,
        "Gamma_field": 0.5504781007766724,
        "S_over_Gamma": 0.23717555403709412,
        "Da": 32.346927642822266,
        "E_coh": 0.6984517574310303,
        "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": [
          [
            [
              -108.25,
              42.74
            ],
            [
              -108.23,
              42.73
            ],
            [
              -108.2,
              42.73
            ],
            [
              -108.2,
              42.71
            ],
            [
              -108.24,
              42.68
            ],
            [
              -108.25,
              42.65
            ],
            [
              -108.29,
              42.65
            ],
            [
              -108.31,
              42.63
            ],
            [
              -108.32,
              42.63
            ],
            [
              -108.33,
              42.65
            ],
            [
              -108.32,
              42.67
            ],
            [
              -108.32,
              42.71
            ],
            [
              -108.31,
              42.71
            ],
            [
              -108.29,
              42.73
            ],
            [
              -108.26,
              42.73
            ],
            [
              -108.25,
              42.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0756,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "002a150bbfd1f16ed864e533eecc8201eee9a4d6a722fce09bc99a3887003844",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0756,
        "probability": 0.000949,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000949,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "732bd301055764227df123fdf5a21e6d50b75878a3a0d7297c935ce1acc9bb1c"
      },
      "receipt_sha256": "732bd301055764227df123fdf5a21e6d50b75878a3a0d7297c935ce1acc9bb1c"
    },
    {
      "storm_id": "58442",
      "lat": 50.295,
      "lon": -66.1292,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 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": 0.009,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0456
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.5911538004875183,
        "Gamma_field": 0.3738114535808563,
        "S_over_Gamma": 1.5814223289489746,
        "Da": 19.901546478271484,
        "E_coh": 0.37782591581344604,
        "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": [
          [
            [
              -66.15,
              50.35
            ],
            [
              -66.13,
              50.34
            ],
            [
              -66.1,
              50.34
            ],
            [
              -66.07,
              50.31
            ],
            [
              -66.07,
              50.26
            ],
            [
              -66.08,
              50.26
            ],
            [
              -66.1,
              50.24
            ],
            [
              -66.15,
              50.24
            ],
            [
              -66.17,
              50.25
            ],
            [
              -66.19,
              50.28
            ],
            [
              -66.19,
              50.32
            ],
            [
              -66.15,
              50.35
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0744,
        "probability": 0.000949,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000949,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "812b2746256d414580e946f22b3c54c8aed0b27736dd02e509f53c8b0ac92229"
      },
      "receipt_sha256": "812b2746256d414580e946f22b3c54c8aed0b27736dd02e509f53c8b0ac92229"
    },
    {
      "storm_id": "58484",
      "lat": 50.633,
      "lon": -66.248,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0456
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.5911538004875183,
        "Gamma_field": 0.3738114535808563,
        "S_over_Gamma": 1.5814223289489746,
        "Da": 19.901546478271484,
        "E_coh": 0.37782591581344604,
        "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": [
          [
            [
              -66.27,
              50.67
            ],
            [
              -66.21,
              50.67
            ],
            [
              -66.2,
              50.66
            ],
            [
              -66.21,
              50.64
            ],
            [
              -66.21,
              50.61
            ],
            [
              -66.24,
              50.58
            ],
            [
              -66.27,
              50.58
            ],
            [
              -66.3,
              50.6
            ],
            [
              -66.3,
              50.65
            ],
            [
              -66.27,
              50.67
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0744,
        "probability": 0.000949,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000949,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "812b2746256d414580e946f22b3c54c8aed0b27736dd02e509f53c8b0ac92229"
      },
      "receipt_sha256": "812b2746256d414580e946f22b3c54c8aed0b27736dd02e509f53c8b0ac92229"
    },
    {
      "storm_id": "58306",
      "lat": 39.56,
      "lon": -119.18,
      "motion_east": 2.3,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1626.0,
      "ebshear": 26.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.67,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.9206
        },
        {
          "name": "alignment",
          "value": -0.5917
        },
        {
          "name": "tau",
          "value": 0.5797
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0734
      },
      "coherence_score": 0.5797465443611145,
      "coherence_diagnostics": {
        "tau": 0.5797465443611145,
        "grad_tau": 0.06996384263038635,
        "torsion": 0.0,
        "alignment": -0.5916803479194641,
        "S_field": 0.12920895218849182,
        "Gamma_field": 0.1763114482164383,
        "S_over_Gamma": 0.7328449487686157,
        "Da": 10.129237174987793,
        "E_coh": 0.4498673379421234,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.22,
              39.65
            ],
            [
              -119.15,
              39.65
            ],
            [
              -119.13,
              39.64
            ],
            [
              -119.12,
              39.62
            ],
            [
              -119.12,
              39.59
            ],
            [
              -119.1,
              39.57
            ],
            [
              -119.1,
              39.5
            ],
            [
              -119.13,
              39.47
            ],
            [
              -119.18,
              39.47
            ],
            [
              -119.19,
              39.48
            ],
            [
              -119.22,
              39.48
            ],
            [
              -119.24,
              39.47
            ],
            [
              -119.24,
              39.53
            ],
            [
              -119.26,
              39.56
            ],
            [
              -119.26,
              39.63
            ],
            [
              -119.22,
              39.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0734,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2e61f8e7c7b7ddb52165353409c51ccfaf875a4769e147352268c4ad31c4c95e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0734,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e37ade2d12898ee6cd0091737d1f7ce6df845fe54986c8b3e9c301761175591"
      },
      "receipt_sha256": "7e37ade2d12898ee6cd0091737d1f7ce6df845fe54986c8b3e9c301761175591"
    },
    {
      "storm_id": "57855",
      "lat": 28.7707,
      "lon": -82.1493,
      "motion_east": -3.0,
      "motion_south": -6.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1513.0,
      "ebshear": 13.0,
      "srh01": 48.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1706
        },
        {
          "name": "alignment",
          "value": -0.9253
        },
        {
          "name": "tau",
          "value": 1.3756
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0729
      },
      "coherence_score": 1.3756294250488281,
      "coherence_diagnostics": {
        "tau": 1.3756294250488281,
        "grad_tau": 0.3274405896663666,
        "torsion": 0.0,
        "alignment": -0.9253129959106445,
        "S_field": 0.16172440350055695,
        "Gamma_field": 0.2696447968482971,
        "S_over_Gamma": 0.5997682809829712,
        "Da": 14.494277000427246,
        "E_coh": 0.6566025614738464,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.17,
              28.86
            ],
            [
              -82.12,
              28.86
            ],
            [
              -82.1,
              28.84
            ],
            [
              -82.1,
              28.82
            ],
            [
              -82.09,
              28.81
            ],
            [
              -82.09,
              28.77
            ],
            [
              -82.11,
              28.74
            ],
            [
              -82.11,
              28.71
            ],
            [
              -82.14,
              28.67
            ],
            [
              -82.19,
              28.67
            ],
            [
              -82.21,
              28.69
            ],
            [
              -82.21,
              28.72
            ],
            [
              -82.22,
              28.73
            ],
            [
              -82.21,
              28.81
            ],
            [
              -82.17,
              28.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0729,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "913503ebd5cf43b9441017267ff17c2f9ea5120ed5b6473a9233850b7dcadc06",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0729,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "109fb5315357323c7ed0e8668617d192159fcdaf19c5e332bca90e29bef1afba"
      },
      "receipt_sha256": "109fb5315357323c7ed0e8668617d192159fcdaf19c5e332bca90e29bef1afba"
    },
    {
      "storm_id": "57746",
      "lat": 45.68,
      "lon": -122.5846,
      "motion_east": -4.0,
      "motion_south": -10.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1006.0,
      "ebshear": 33.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.43,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6706
        },
        {
          "name": "alignment",
          "value": 0.7001
        },
        {
          "name": "tau",
          "value": 0.5176
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0728
      },
      "coherence_score": 0.5175697207450867,
      "coherence_diagnostics": {
        "tau": 0.5175697207450867,
        "grad_tau": 0.15179601311683655,
        "torsion": 0.0,
        "alignment": 0.7000859975814819,
        "S_field": 0.20960544049739838,
        "Gamma_field": 0.15047810971736908,
        "S_over_Gamma": 1.3929297924041748,
        "Da": 9.905130386352539,
        "E_coh": 0.38909152150154114,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.65,
              45.76
            ],
            [
              -122.61,
              45.76
            ],
            [
              -122.53,
              45.69
            ],
            [
              -122.5,
              45.68
            ],
            [
              -122.49,
              45.67
            ],
            [
              -122.49,
              45.62
            ],
            [
              -122.5,
              45.61
            ],
            [
              -122.57,
              45.61
            ],
            [
              -122.6,
              45.63
            ],
            [
              -122.64,
              45.63
            ],
            [
              -122.69,
              45.68
            ],
            [
              -122.68,
              45.74
            ],
            [
              -122.65,
              45.76
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0728,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c824d1c59f9579849a10b2ade6b60e43b368533972a75bc9a61dc767bc420d0d"
      },
      "receipt_sha256": "c824d1c59f9579849a10b2ade6b60e43b368533972a75bc9a61dc767bc420d0d"
    },
    {
      "storm_id": "57786",
      "lat": 34.7879,
      "lon": -110.3629,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2410.0,
      "ebshear": 9.0,
      "srh01": 40.0,
      "maxllaz": 0.008,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6706
        },
        {
          "name": "alignment",
          "value": -0.7673
        },
        {
          "name": "tau",
          "value": 0.4698
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0718
      },
      "coherence_score": 0.46981340646743774,
      "coherence_diagnostics": {
        "tau": 0.46981340646743774,
        "grad_tau": 0.21162061393260956,
        "torsion": 0.0,
        "alignment": -0.7672545909881592,
        "S_field": 0.096579410135746,
        "Gamma_field": 0.5596447587013245,
        "S_over_Gamma": 0.17257270216941833,
        "Da": 35.09185028076172,
        "E_coh": 0.7487611770629883,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.38,
              34.83
            ],
            [
              -110.35,
              34.83
            ],
            [
              -110.34,
              34.82
            ],
            [
              -110.29,
              34.82
            ],
            [
              -110.29,
              34.78
            ],
            [
              -110.31,
              34.76
            ],
            [
              -110.34,
              34.75
            ],
            [
              -110.35,
              34.73
            ],
            [
              -110.4,
              34.73
            ],
            [
              -110.4,
              34.76
            ],
            [
              -110.42,
              34.79
            ],
            [
              -110.42,
              34.8
            ],
            [
              -110.41,
              34.8
            ],
            [
              -110.38,
              34.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0718,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "0d47210af719aa20f4846a3ca5cc8fccbc33a28590541e8779ee369be9f245ad",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0718,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0940ba8b7f69f36025725e4d29dfd7037e0459555009b947ff2195caf5bc0c97"
      },
      "receipt_sha256": "0940ba8b7f69f36025725e4d29dfd7037e0459555009b947ff2195caf5bc0c97"
    },
    {
      "storm_id": "58334",
      "lat": 27.87,
      "lon": -82.4956,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3097.0,
      "ebshear": 18.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0456
        },
        {
          "name": "alignment",
          "value": 1.4932
        },
        {
          "name": "tau",
          "value": 1.5314
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0685
      },
      "coherence_score": 1.5314295291900635,
      "coherence_diagnostics": {
        "tau": 1.5314295291900635,
        "grad_tau": 0.2346086949110031,
        "torsion": 0.0,
        "alignment": 1.4932281970977783,
        "S_field": 0.4807051122188568,
        "Gamma_field": 0.24714477360248566,
        "S_over_Gamma": 1.9450345039367676,
        "Da": 13.95736026763916,
        "E_coh": 0.9380616545677185,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.51,
              27.91
            ],
            [
              -82.48,
              27.91
            ],
            [
              -82.45,
              27.88
            ],
            [
              -82.45,
              27.84
            ],
            [
              -82.47,
              27.82
            ],
            [
              -82.51,
              27.82
            ],
            [
              -82.54,
              27.86
            ],
            [
              -82.54,
              27.88
            ],
            [
              -82.51,
              27.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0685,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d3051bcbeba635e5593768372ccbb6fd3b2f0322ad3602e9c90e6b80a7f8d481",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0685,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8def4d6805a5b8bb19c3672f06c820d531746b56de6733ddef0fc01f8592b970"
      },
      "receipt_sha256": "8def4d6805a5b8bb19c3672f06c820d531746b56de6733ddef0fc01f8592b970"
    },
    {
      "storm_id": "58410",
      "lat": 38.7024,
      "lon": -76.1967,
      "motion_east": 6.2,
      "motion_south": 1.3,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1695.0,
      "ebshear": 57.0,
      "srh01": 5.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.5456
        },
        {
          "name": "alignment",
          "value": 3.1558
        },
        {
          "name": "tau",
          "value": 1.5119
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0674
      },
      "coherence_score": 1.5119268894195557,
      "coherence_diagnostics": {
        "tau": 1.5119268894195557,
        "grad_tau": 0.12317369878292084,
        "torsion": 0.0,
        "alignment": 3.155770778656006,
        "S_field": 0.19422033429145813,
        "Gamma_field": 0.21881143748760223,
        "S_over_Gamma": 0.8876150846481323,
        "Da": 12.03764533996582,
        "E_coh": 0.42375418543815613,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.22,
              38.84
            ],
            [
              -76.17,
              38.84
            ],
            [
              -76.16,
              38.83
            ],
            [
              -76.16,
              38.8
            ],
            [
              -76.13,
              38.77
            ],
            [
              -76.11,
              38.76
            ],
            [
              -76.06,
              38.76
            ],
            [
              -76.05,
              38.75
            ],
            [
              -76.05,
              38.69
            ],
            [
              -76.06,
              38.68
            ],
            [
              -76.08,
              38.68
            ],
            [
              -76.09,
              38.67
            ],
            [
              -76.13,
              38.66
            ],
            [
              -76.27,
              38.53
            ],
            [
              -76.28,
              38.54
            ],
            [
              -76.29,
              38.53
            ],
            [
              -76.33,
              38.55
            ],
            [
              -76.36,
              38.58
            ],
            [
              -76.36,
              38.6
            ],
            [
              -76.35,
              38.61
            ],
            [
              -76.31,
              38.62
            ],
            [
              -76.28,
              38.65
            ],
            [
              -76.26,
              38.65
            ],
            [
              -76.23,
              38.68
            ],
            [
              -76.2,
              38.68
            ],
            [
              -76.18,
              38.69
            ],
            [
              -76.14,
              38.74
            ],
            [
              -76.14,
              38.76
            ],
            [
              -76.16,
              38.78
            ],
            [
              -76.2,
              38.78
            ],
            [
              -76.23,
              38.81
            ],
            [
              -76.23,
              38.83
            ],
            [
              -76.22,
              38.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0674,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0674,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f2a3177376d6c4e4a184b5c67a029b22c5b28ae864ccda54e0c987dde66155a1"
      },
      "receipt_sha256": "f2a3177376d6c4e4a184b5c67a029b22c5b28ae864ccda54e0c987dde66155a1"
    },
    {
      "storm_id": "58129",
      "lat": 45.3029,
      "lon": -123.05,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 858.0,
      "ebshear": 30.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6706
        },
        {
          "name": "alignment",
          "value": 0.7001
        },
        {
          "name": "tau",
          "value": 0.5176
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0667
      },
      "coherence_score": 0.5175697207450867,
      "coherence_diagnostics": {
        "tau": 0.5175697207450867,
        "grad_tau": 0.15179601311683655,
        "torsion": 0.0,
        "alignment": 0.7000859975814819,
        "S_field": 0.20960544049739838,
        "Gamma_field": 0.15047810971736908,
        "S_over_Gamma": 1.3929297924041748,
        "Da": 9.905130386352539,
        "E_coh": 0.38909152150154114,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -123.04,
              45.38
            ],
            [
              -123.02,
              45.36
            ],
            [
              -123.0,
              45.32
            ],
            [
              -123.0,
              45.31
            ],
            [
              -123.02,
              45.3
            ],
            [
              -123.02,
              45.27
            ],
            [
              -123.01,
              45.26
            ],
            [
              -123.03,
              45.26
            ],
            [
              -123.04,
              45.27
            ],
            [
              -123.05,
              45.26
            ],
            [
              -123.07,
              45.26
            ],
            [
              -123.08,
              45.27
            ],
            [
              -123.11,
              45.27
            ],
            [
              -123.12,
              45.28
            ],
            [
              -123.11,
              45.34
            ],
            [
              -123.09,
              45.36
            ],
            [
              -123.04,
              45.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0667,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "c871ef2432e1db28bd5a9dba5769eefccacb7dc08a91386e64389d9febdb95ed",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0667,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05dc6058b273682386d861c7d03fd09b68de67a99194cb1cc0e166ff1498ce58"
      },
      "receipt_sha256": "05dc6058b273682386d861c7d03fd09b68de67a99194cb1cc0e166ff1498ce58"
    },
    {
      "storm_id": "58480",
      "lat": 36.9969,
      "lon": -106.5323,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 894.0,
      "ebshear": 20.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1706
        },
        {
          "name": "alignment",
          "value": 0.1681
        },
        {
          "name": "tau",
          "value": 0.6781
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0667
      },
      "coherence_score": 0.678054690361023,
      "coherence_diagnostics": {
        "tau": 0.678054690361023,
        "grad_tau": 0.12730245292186737,
        "torsion": 0.0,
        "alignment": 0.16808682680130005,
        "S_field": 0.17958487570285797,
        "Gamma_field": 0.513811469078064,
        "S_over_Gamma": 0.3495151102542877,
        "Da": 32.15105056762695,
        "E_coh": 0.7709066271781921,
        "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": [
          [
            [
              -106.54,
              37.07
            ],
            [
              -106.51,
              37.07
            ],
            [
              -106.51,
              37.05
            ],
            [
              -106.48,
              36.99
            ],
            [
              -106.48,
              36.93
            ],
            [
              -106.51,
              36.91
            ],
            [
              -106.55,
              36.91
            ],
            [
              -106.57,
              36.93
            ],
            [
              -106.57,
              36.98
            ],
            [
              -106.56,
              36.99
            ],
            [
              -106.56,
              37.02
            ],
            [
              -106.54,
              37.04
            ],
            [
              -106.54,
              37.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0667,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "c871ef2432e1db28bd5a9dba5769eefccacb7dc08a91386e64389d9febdb95ed",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0667,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05dc6058b273682386d861c7d03fd09b68de67a99194cb1cc0e166ff1498ce58"
      },
      "receipt_sha256": "05dc6058b273682386d861c7d03fd09b68de67a99194cb1cc0e166ff1498ce58"
    },
    {
      "storm_id": "58149",
      "lat": 39.8733,
      "lon": -108.75,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1559.0,
      "ebshear": 13.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7956
        },
        {
          "name": "alignment",
          "value": -3.4572
        },
        {
          "name": "tau",
          "value": 0.7513
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0654
      },
      "coherence_score": 0.7513483762741089,
      "coherence_diagnostics": {
        "tau": 0.7513483762741089,
        "grad_tau": 0.09073565900325775,
        "torsion": 0.0,
        "alignment": -3.4572343826293945,
        "S_field": 0.41571229696273804,
        "Gamma_field": 0.47881144285202026,
        "S_over_Gamma": 0.8682171106338501,
        "Da": 30.373228073120117,
        "E_coh": 0.8075007200241089,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.77,
              39.89
            ],
            [
              -108.72,
              39.89
            ],
            [
              -108.68,
              39.85
            ],
            [
              -108.77,
              39.85
            ],
            [
              -108.79,
              39.87
            ],
            [
              -108.77,
              39.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0654,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "fb292679d0489f89965fa8e8580a89f007ebe07cccb2a412512b3c00e1cb7f7e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0654,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e634d03f0ddf41ca38d1cd22fe62abeb9d8331d3009be6dbef31cd7ce34ba488"
      },
      "receipt_sha256": "e634d03f0ddf41ca38d1cd22fe62abeb9d8331d3009be6dbef31cd7ce34ba488"
    },
    {
      "storm_id": "58101",
      "lat": 33.3078,
      "lon": -110.1778,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 942.0,
      "ebshear": 17.0,
      "srh01": 44.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1706
        },
        {
          "name": "alignment",
          "value": -1.2689
        },
        {
          "name": "tau",
          "value": 0.491
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 0.49095243215560913,
      "coherence_diagnostics": {
        "tau": 0.49095243215560913,
        "grad_tau": 0.13069552183151245,
        "torsion": 0.0,
        "alignment": -1.2688696384429932,
        "S_field": 0.1944531351327896,
        "Gamma_field": 0.6563114523887634,
        "S_over_Gamma": 0.2962817847728729,
        "Da": 41.233428955078125,
        "E_coh": 0.8435049057006836,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.2,
              33.36
            ],
            [
              -110.16,
              33.36
            ],
            [
              -110.13,
              33.33
            ],
            [
              -110.13,
              33.28
            ],
            [
              -110.16,
              33.25
            ],
            [
              -110.19,
              33.25
            ],
            [
              -110.21,
              33.26
            ],
            [
              -110.22,
              33.32
            ],
            [
              -110.2,
              33.36
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0639,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17a896d5341fef046da4049bd6edce1ea323e27eba262db2d0cfd6da91d42ffb"
      },
      "receipt_sha256": "17a896d5341fef046da4049bd6edce1ea323e27eba262db2d0cfd6da91d42ffb"
    },
    {
      "storm_id": "58591",
      "lat": 38.3533,
      "lon": -76.9411,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1783.0,
      "ebshear": 55.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5456
        },
        {
          "name": "alignment",
          "value": 5.7382
        },
        {
          "name": "tau",
          "value": 1.5393
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0622
      },
      "coherence_score": 1.5392932891845703,
      "coherence_diagnostics": {
        "tau": 1.5392932891845703,
        "grad_tau": 0.04727967828512192,
        "torsion": 0.0,
        "alignment": 5.738231658935547,
        "S_field": 0.279899001121521,
        "Gamma_field": 0.27464479207992554,
        "S_over_Gamma": 1.0191309452056885,
        "Da": 16.02175521850586,
        "E_coh": 0.33810997009277344,
        "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": [
          [
            [
              -76.96,
              38.38
            ],
            [
              -76.92,
              38.38
            ],
            [
              -76.9,
              38.37
            ],
            [
              -76.9,
              38.34
            ],
            [
              -76.93,
              38.33
            ],
            [
              -76.94,
              38.31
            ],
            [
              -76.98,
              38.32
            ],
            [
              -76.98,
              38.37
            ],
            [
              -76.96,
              38.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0622,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0622,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd1254eb12a8bac0ff5f5e6d9d4107f02ee525e6e4950e1bb69b635d92082b3c"
      },
      "receipt_sha256": "cd1254eb12a8bac0ff5f5e6d9d4107f02ee525e6e4950e1bb69b635d92082b3c"
    },
    {
      "storm_id": "58473",
      "lat": 40.0233,
      "lon": -108.6233,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1567.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7956
        },
        {
          "name": "alignment",
          "value": -3.4572
        },
        {
          "name": "tau",
          "value": 0.7513
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 0.7513483762741089,
      "coherence_diagnostics": {
        "tau": 0.7513483762741089,
        "grad_tau": 0.09073565900325775,
        "torsion": 0.0,
        "alignment": -3.4572343826293945,
        "S_field": 0.41571229696273804,
        "Gamma_field": 0.47881144285202026,
        "S_over_Gamma": 0.8682171106338501,
        "Da": 30.373228073120117,
        "E_coh": 0.8075007200241089,
        "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": [
          [
            [
              -108.64,
              40.07
            ],
            [
              -108.61,
              40.07
            ],
            [
              -108.59,
              40.06
            ],
            [
              -108.59,
              40.03
            ],
            [
              -108.55,
              39.99
            ],
            [
              -108.58,
              39.97
            ],
            [
              -108.59,
              39.98
            ],
            [
              -108.63,
              39.98
            ],
            [
              -108.65,
              39.99
            ],
            [
              -108.66,
              40.0
            ],
            [
              -108.65,
              40.02
            ],
            [
              -108.66,
              40.03
            ],
            [
              -108.65,
              40.04
            ],
            [
              -108.66,
              40.05
            ],
            [
              -108.64,
              40.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0607,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1a9404627e21f5ea9671ca0f1538e5b7dee0d8758b802d811b1291eec9a3a30b"
      },
      "receipt_sha256": "1a9404627e21f5ea9671ca0f1538e5b7dee0d8758b802d811b1291eec9a3a30b"
    },
    {
      "storm_id": "58545",
      "lat": 30.9892,
      "lon": -107.2025,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 656.0,
      "ebshear": 12.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.1706
        },
        {
          "name": "alignment",
          "value": -0.7721
        },
        {
          "name": "tau",
          "value": 1.2167
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 1.2166917324066162,
      "coherence_diagnostics": {
        "tau": 1.2166917324066162,
        "grad_tau": 0.1049070656299591,
        "torsion": 0.0,
        "alignment": -0.7721354961395264,
        "S_field": 0.3876880407333374,
        "Gamma_field": 0.6363114714622498,
        "S_over_Gamma": 0.6092740297317505,
        "Da": 39.65625762939453,
        "E_coh": 0.9863983988761902,
        "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": [
          [
            [
              -107.21,
              31.04
            ],
            [
              -107.16,
              31.04
            ],
            [
              -107.17,
              31.02
            ],
            [
              -107.17,
              30.99
            ],
            [
              -107.16,
              30.97
            ],
            [
              -107.17,
              30.96
            ],
            [
              -107.21,
              30.96
            ],
            [
              -107.26,
              30.93
            ],
            [
              -107.24,
              30.95
            ],
            [
              -107.25,
              30.97
            ],
            [
              -107.22,
              31.0
            ],
            [
              -107.21,
              31.04
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0601,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2ddeab4a55be6732ee8822185e0e3924e26848051d63a78740e1837f67662060"
      },
      "receipt_sha256": "2ddeab4a55be6732ee8822185e0e3924e26848051d63a78740e1837f67662060"
    },
    {
      "storm_id": "58553",
      "lat": 42.5233,
      "lon": -108.2459,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2339.0,
      "ebshear": 21.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2956
        },
        {
          "name": "alignment",
          "value": -0.7386
        },
        {
          "name": "tau",
          "value": 0.5951
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 0.5950871109962463,
      "coherence_diagnostics": {
        "tau": 0.5950871109962463,
        "grad_tau": 0.08399300277233124,
        "torsion": 0.0,
        "alignment": -0.7385978102684021,
        "S_field": 0.13055995106697083,
        "Gamma_field": 0.5504781007766724,
        "S_over_Gamma": 0.23717555403709412,
        "Da": 32.346927642822266,
        "E_coh": 0.6984517574310303,
        "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": [
          [
            [
              -108.32,
              42.58
            ],
            [
              -108.31,
              42.58
            ],
            [
              -108.3,
              42.58
            ],
            [
              -108.29,
              42.58
            ],
            [
              -108.28,
              42.57
            ],
            [
              -108.27,
              42.56
            ],
            [
              -108.26,
              42.56
            ],
            [
              -108.26,
              42.55
            ],
            [
              -108.25,
              42.54
            ],
            [
              -108.24,
              42.54
            ],
            [
              -108.23,
              42.54
            ],
            [
              -108.22,
              42.54
            ],
            [
              -108.21,
              42.54
            ],
            [
              -108.2,
              42.54
            ],
            [
              -108.19,
              42.54
            ],
            [
              -108.18,
              42.54
            ],
            [
              -108.17,
              42.54
            ],
            [
              -108.16,
              42.54
            ],
            [
              -108.15,
              42.53
            ],
            [
              -108.15,
              42.52
            ],
            [
              -108.15,
              42.51
            ],
            [
              -108.16,
              42.5
            ],
            [
              -108.15,
              42.49
            ],
            [
              -108.15,
              42.48
            ],
            [
              -108.16,
              42.47
            ],
            [
              -108.17,
              42.47
            ],
            [
              -108.18,
              42.46
            ],
            [
              -108.19,
              42.46
            ],
            [
              -108.2,
              42.46
            ],
            [
              -108.21,
              42.46
            ],
            [
              -108.22,
              42.46
            ],
            [
              -108.23,
              42.46
            ],
            [
              -108.24,
              42.46
            ],
            [
              -108.24,
              42.47
            ],
            [
              -108.25,
              42.48
            ],
            [
              -108.26,
              42.48
            ],
            [
              -108.27,
              42.49
            ],
            [
              -108.28,
              42.5
            ],
            [
              -108.29,
              42.5
            ],
            [
              -108.3,
              42.5
            ],
            [
              -108.31,
              42.51
            ],
            [
              -108.32,
              42.51
            ],
            [
              -108.32,
              42.52
            ],
            [
              -108.32,
              42.53
            ],
            [
              -108.31,
              42.54
            ],
            [
              -108.32,
              42.55
            ],
            [
              -108.31,
              42.55
            ],
            [
              -108.3,
              42.55
            ],
            [
              -108.29,
              42.56
            ],
            [
              -108.29,
              42.57
            ],
            [
              -108.3,
              42.58
            ],
            [
              -108.31,
              42.57
            ],
            [
              -108.32,
              42.57
            ],
            [
              -108.32,
              42.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0596,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df99203a9bfe79b9cdce467d3a6b166dbef15d6889038ea51e7dc44ec14d2603"
      },
      "receipt_sha256": "df99203a9bfe79b9cdce467d3a6b166dbef15d6889038ea51e7dc44ec14d2603"
    },
    {
      "storm_id": "58465",
      "lat": 37.1876,
      "lon": -106.6947,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 826.0,
      "ebshear": 19.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1706
        },
        {
          "name": "alignment",
          "value": 0.1681
        },
        {
          "name": "tau",
          "value": 0.6781
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 0.678054690361023,
      "coherence_diagnostics": {
        "tau": 0.678054690361023,
        "grad_tau": 0.12730245292186737,
        "torsion": 0.0,
        "alignment": 0.16808682680130005,
        "S_field": 0.17958487570285797,
        "Gamma_field": 0.513811469078064,
        "S_over_Gamma": 0.3495151102542877,
        "Da": 32.15105056762695,
        "E_coh": 0.7709066271781921,
        "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": [
          [
            [
              -106.69,
              37.27
            ],
            [
              -106.68,
              37.23
            ],
            [
              -106.66,
              37.2
            ],
            [
              -106.66,
              37.18
            ],
            [
              -106.64,
              37.15
            ],
            [
              -106.64,
              37.11
            ],
            [
              -106.66,
              37.09
            ],
            [
              -106.69,
              37.09
            ],
            [
              -106.71,
              37.11
            ],
            [
              -106.72,
              37.15
            ],
            [
              -106.73,
              37.16
            ],
            [
              -106.73,
              37.21
            ],
            [
              -106.74,
              37.22
            ],
            [
              -106.73,
              37.23
            ],
            [
              -106.73,
              37.26
            ],
            [
              -106.71,
              37.26
            ],
            [
              -106.69,
              37.27
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.059,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7aa8d8771db8ca8424d655f1cc09ff42f8a2883db5a0d33c344c1f2a32c04b8"
      },
      "receipt_sha256": "c7aa8d8771db8ca8424d655f1cc09ff42f8a2883db5a0d33c344c1f2a32c04b8"
    },
    {
      "storm_id": "58549",
      "lat": 44.6567,
      "lon": -119.2933,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 98.0,
      "ebshear": 16.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1706
        },
        {
          "name": "alignment",
          "value": 0.326
        },
        {
          "name": "tau",
          "value": 0.6036
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 0.6036031246185303,
      "coherence_diagnostics": {
        "tau": 0.6036031246185303,
        "grad_tau": 0.03399430215358734,
        "torsion": 0.0,
        "alignment": 0.326035737991333,
        "S_field": 0.07898842543363571,
        "Gamma_field": 0.15131144225597382,
        "S_over_Gamma": 0.522025465965271,
        "Da": 8.696977615356445,
        "E_coh": 0.47625935077667236,
        "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": [
          [
            [
              -119.26,
              44.69
            ],
            [
              -119.23,
              44.69
            ],
            [
              -119.2,
              44.65
            ],
            [
              -119.21,
              44.63
            ],
            [
              -119.25,
              44.59
            ],
            [
              -119.3,
              44.59
            ],
            [
              -119.36,
              44.62
            ],
            [
              -119.36,
              44.65
            ],
            [
              -119.38,
              44.67
            ],
            [
              -119.36,
              44.67
            ],
            [
              -119.35,
              44.68
            ],
            [
              -119.31,
              44.67
            ],
            [
              -119.3,
              44.68
            ],
            [
              -119.27,
              44.68
            ],
            [
              -119.26,
              44.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0589,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91d69cbf7debef686b7b070bdb9ad68cbe14630cf3252eff6025331e9d35419a"
      },
      "receipt_sha256": "91d69cbf7debef686b7b070bdb9ad68cbe14630cf3252eff6025331e9d35419a"
    },
    {
      "storm_id": "58601",
      "lat": 42.1113,
      "lon": -105.5276,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1188.0,
      "ebshear": 26.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5456
        },
        {
          "name": "alignment",
          "value": -1.7779
        },
        {
          "name": "tau",
          "value": 0.7789
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0588
      },
      "coherence_score": 0.7789048552513123,
      "coherence_diagnostics": {
        "tau": 0.7789048552513123,
        "grad_tau": 0.0753733366727829,
        "torsion": 0.0,
        "alignment": -1.777878999710083,
        "S_field": 0.13889001309871674,
        "Gamma_field": 0.6154780983924866,
        "S_over_Gamma": 0.2256619930267334,
        "Da": 38.598907470703125,
        "E_coh": 0.31917354464530945,
        "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": [
          [
            [
              -105.51,
              42.16
            ],
            [
              -105.5,
              42.15
            ],
            [
              -105.49,
              42.15
            ],
            [
              -105.48,
              42.15
            ],
            [
              -105.47,
              42.15
            ],
            [
              -105.46,
              42.15
            ],
            [
              -105.46,
              42.14
            ],
            [
              -105.46,
              42.13
            ],
            [
              -105.46,
              42.12
            ],
            [
              -105.46,
              42.11
            ],
            [
              -105.46,
              42.1
            ],
            [
              -105.47,
              42.1
            ],
            [
              -105.48,
              42.1
            ],
            [
              -105.49,
              42.1
            ],
            [
              -105.5,
              42.1
            ],
            [
              -105.51,
              42.1
            ],
            [
              -105.52,
              42.1
            ],
            [
              -105.53,
              42.1
            ],
            [
              -105.54,
              42.1
            ],
            [
              -105.55,
              42.09
            ],
            [
              -105.55,
              42.08
            ],
            [
              -105.55,
              42.07
            ],
            [
              -105.56,
              42.07
            ],
            [
              -105.57,
              42.07
            ],
            [
              -105.58,
              42.07
            ],
            [
              -105.59,
              42.07
            ],
            [
              -105.6,
              42.07
            ],
            [
              -105.6,
              42.08
            ],
            [
              -105.6,
              42.09
            ],
            [
              -105.6,
              42.1
            ],
            [
              -105.6,
              42.11
            ],
            [
              -105.59,
              42.11
            ],
            [
              -105.58,
              42.11
            ],
            [
              -105.57,
              42.11
            ],
            [
              -105.56,
              42.11
            ],
            [
              -105.55,
              42.1
            ],
            [
              -105.54,
              42.1
            ],
            [
              -105.53,
              42.1
            ],
            [
              -105.52,
              42.11
            ],
            [
              -105.51,
              42.12
            ],
            [
              -105.51,
              42.13
            ],
            [
              -105.52,
              42.14
            ],
            [
              -105.53,
              42.14
            ],
            [
              -105.53,
              42.15
            ],
            [
              -105.52,
              42.15
            ],
            [
              -105.51,
              42.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0588,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "244bf299b36abe033d5ed6b7ab1114902808a3d6f78370de26e7318c132f5c86",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0588,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44b03af61b138e09fafa7b569c14036539dfc532f5b9c79ea19954d8dff3e821"
      },
      "receipt_sha256": "44b03af61b138e09fafa7b569c14036539dfc532f5b9c79ea19954d8dff3e821"
    },
    {
      "storm_id": "58561",
      "lat": 34.6445,
      "lon": -112.2964,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1315.0,
      "ebshear": 9.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2956
        },
        {
          "name": "alignment",
          "value": 2.2922
        },
        {
          "name": "tau",
          "value": 0.2827
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 0.28266096115112305,
      "coherence_diagnostics": {
        "tau": 0.28266096115112305,
        "grad_tau": 0.0324300192296505,
        "torsion": 0.0,
        "alignment": 2.2921929359436035,
        "S_field": 0.06474028527736664,
        "Gamma_field": 0.5488114356994629,
        "S_over_Gamma": 0.11796453595161438,
        "Da": 33.98320770263672,
        "E_coh": 0.5985366702079773,
        "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": [
          [
            [
              -112.32,
              34.68
            ],
            [
              -112.29,
              34.68
            ],
            [
              -112.27,
              34.66
            ],
            [
              -112.27,
              34.64
            ],
            [
              -112.26,
              34.63
            ],
            [
              -112.27,
              34.61
            ],
            [
              -112.29,
              34.61
            ],
            [
              -112.3,
              34.62
            ],
            [
              -112.34,
              34.61
            ],
            [
              -112.33,
              34.67
            ],
            [
              -112.32,
              34.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0576,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f96bcbac5d45f561fffdcee4e125c9af23420d84d41e89bc4d321821beceb002"
      },
      "receipt_sha256": "f96bcbac5d45f561fffdcee4e125c9af23420d84d41e89bc4d321821beceb002"
    },
    {
      "storm_id": "58599",
      "lat": 44.53,
      "lon": -111.8736,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 464.0,
      "ebshear": 21.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.2956
        },
        {
          "name": "alignment",
          "value": -0.4026
        },
        {
          "name": "tau",
          "value": 0.3342
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 0.33422982692718506,
      "coherence_diagnostics": {
        "tau": 0.33422982692718506,
        "grad_tau": 0.032049741595983505,
        "torsion": 0.0,
        "alignment": -0.40257591009140015,
        "S_field": 0.08454977720975876,
        "Gamma_field": 0.4679781198501587,
        "S_over_Gamma": 0.180670365691185,
        "Da": 29.019611358642578,
        "E_coh": 0.43393728137016296,
        "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": [
          [
            [
              -111.91,
              44.58
            ],
            [
              -111.85,
              44.58
            ],
            [
              -111.82,
              44.54
            ],
            [
              -111.82,
              44.51
            ],
            [
              -111.84,
              44.49
            ],
            [
              -111.86,
              44.49
            ],
            [
              -111.87,
              44.48
            ],
            [
              -111.89,
              44.49
            ],
            [
              -111.92,
              44.52
            ],
            [
              -111.92,
              44.57
            ],
            [
              -111.91,
              44.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0566,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bf84e1f2954f94249ef2e827c8c5ad6c221047701b442b30ca871c20966ff34"
      },
      "receipt_sha256": "4bf84e1f2954f94249ef2e827c8c5ad6c221047701b442b30ca871c20966ff34"
    },
    {
      "storm_id": "58590",
      "lat": 38.4385,
      "lon": -76.7231,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1830.0,
      "ebshear": 57.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5456
        },
        {
          "name": "alignment",
          "value": 5.7382
        },
        {
          "name": "tau",
          "value": 1.5393
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 1.5392932891845703,
      "coherence_diagnostics": {
        "tau": 1.5392932891845703,
        "grad_tau": 0.04727967828512192,
        "torsion": 0.0,
        "alignment": 5.738231658935547,
        "S_field": 0.279899001121521,
        "Gamma_field": 0.27464479207992554,
        "S_over_Gamma": 1.0191309452056885,
        "Da": 16.02175521850586,
        "E_coh": 0.33810997009277344,
        "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": [
          [
            [
              -76.76,
              38.49
            ],
            [
              -76.69,
              38.49
            ],
            [
              -76.67,
              38.48
            ],
            [
              -76.65,
              38.46
            ],
            [
              -76.65,
              38.41
            ],
            [
              -76.67,
              38.4
            ],
            [
              -76.7,
              38.4
            ],
            [
              -76.71,
              38.39
            ],
            [
              -76.75,
              38.39
            ],
            [
              -76.79,
              38.41
            ],
            [
              -76.8,
              38.42
            ],
            [
              -76.8,
              38.47
            ],
            [
              -76.76,
              38.49
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0559,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67be2277a59de9a46d2f1a9df57421291ac12230e7f667b871acfbfd48f7fc46"
      },
      "receipt_sha256": "67be2277a59de9a46d2f1a9df57421291ac12230e7f667b871acfbfd48f7fc46"
    },
    {
      "storm_id": "58427",
      "lat": 39.5167,
      "lon": -109.1289,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 996.0,
      "ebshear": 8.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0456
        },
        {
          "name": "alignment",
          "value": -0.407
        },
        {
          "name": "tau",
          "value": 0.6917
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 0.6916892528533936,
      "coherence_diagnostics": {
        "tau": 0.6916892528533936,
        "grad_tau": 0.03456398472189903,
        "torsion": 0.0,
        "alignment": -0.40700751543045044,
        "S_field": 0.2654857933521271,
        "Gamma_field": 0.6479781270027161,
        "S_over_Gamma": 0.40971413254737854,
        "Da": 39.849849700927734,
        "E_coh": 0.9241632223129272,
        "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": [
          [
            [
              -109.14,
              39.55
            ],
            [
              -109.12,
              39.55
            ],
            [
              -109.09,
              39.52
            ],
            [
              -109.09,
              39.5
            ],
            [
              -109.11,
              39.48
            ],
            [
              -109.15,
              39.48
            ],
            [
              -109.16,
              39.49
            ],
            [
              -109.16,
              39.53
            ],
            [
              -109.14,
              39.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0539,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e402389ddedc82e4e838007b2e3dc8c4e5d7b31084b42fc0911eb1b876ed6ea"
      },
      "receipt_sha256": "9e402389ddedc82e4e838007b2e3dc8c4e5d7b31084b42fc0911eb1b876ed6ea"
    },
    {
      "storm_id": "58259",
      "lat": 34.7483,
      "lon": -100.1817,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1978.0,
      "ebshear": 17.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5456
        },
        {
          "name": "alignment",
          "value": 3.5361
        },
        {
          "name": "tau",
          "value": 0.3493
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 0.3493359684944153,
      "coherence_diagnostics": {
        "tau": 0.3493359684944153,
        "grad_tau": 0.05540532246232033,
        "torsion": 0.0,
        "alignment": 3.536105155944824,
        "S_field": 0.11476162821054459,
        "Gamma_field": 0.45131146907806396,
        "S_over_Gamma": 0.2542847692966461,
        "Da": 30.73617935180664,
        "E_coh": 0.4812481105327606,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.19,
              34.79
            ],
            [
              -100.18,
              34.78
            ],
            [
              -100.14,
              34.79
            ],
            [
              -100.13,
              34.78
            ],
            [
              -100.13,
              34.75
            ],
            [
              -100.16,
              34.7
            ],
            [
              -100.18,
              34.69
            ],
            [
              -100.21,
              34.69
            ],
            [
              -100.22,
              34.7
            ],
            [
              -100.23,
              34.75
            ],
            [
              -100.22,
              34.77
            ],
            [
              -100.19,
              34.79
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0537,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "801e8d57572352497258c901096477a74195bbe45c20835804e205d68da1ea39"
      },
      "receipt_sha256": "801e8d57572352497258c901096477a74195bbe45c20835804e205d68da1ea39"
    },
    {
      "storm_id": "58471",
      "lat": 42.3593,
      "lon": -107.43,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 263.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2956
        },
        {
          "name": "alignment",
          "value": 4.2143
        },
        {
          "name": "tau",
          "value": 0.6932
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 0.6931554079055786,
      "coherence_diagnostics": {
        "tau": 0.6931554079055786,
        "grad_tau": 0.15433050692081451,
        "torsion": 0.0,
        "alignment": 4.214292526245117,
        "S_field": 0.21379011869430542,
        "Gamma_field": 0.6629781126976013,
        "S_over_Gamma": 0.3224693536758423,
        "Da": 40.01984405517578,
        "E_coh": 0.5299298167228699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.43,
              42.4
            ],
            [
              -107.41,
              42.39
            ],
            [
              -107.37,
              42.39
            ],
            [
              -107.36,
              42.38
            ],
            [
              -107.36,
              42.32
            ],
            [
              -107.41,
              42.29
            ],
            [
              -107.45,
              42.3
            ],
            [
              -107.47,
              42.32
            ],
            [
              -107.47,
              42.34
            ],
            [
              -107.48,
              42.35
            ],
            [
              -107.48,
              42.37
            ],
            [
              -107.46,
              42.39
            ],
            [
              -107.44,
              42.39
            ],
            [
              -107.43,
              42.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0526,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a2560307fe2acf62a77b0bbc3f5cd60bb5346d2871aa3af34c165dd9e9ebecf"
      },
      "receipt_sha256": "3a2560307fe2acf62a77b0bbc3f5cd60bb5346d2871aa3af34c165dd9e9ebecf"
    },
    {
      "storm_id": "58483",
      "lat": 26.3954,
      "lon": -82.8477,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2747.0,
      "ebshear": 20.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1706
        },
        {
          "name": "alignment",
          "value": -0.2898
        },
        {
          "name": "tau",
          "value": 0.8149
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0505
      },
      "coherence_score": 0.8149412870407104,
      "coherence_diagnostics": {
        "tau": 0.8149412870407104,
        "grad_tau": 0.6199398040771484,
        "torsion": 0.0,
        "alignment": -0.2897511124610901,
        "S_field": 0.6687837243080139,
        "Gamma_field": 0.2113114446401596,
        "S_over_Gamma": 3.16491961479187,
        "Da": 12.378084182739258,
        "E_coh": 0.9653363227844238,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.88,
              26.43
            ],
            [
              -82.83,
              26.43
            ],
            [
              -82.82,
              26.42
            ],
            [
              -82.79,
              26.42
            ],
            [
              -82.79,
              26.4
            ],
            [
              -82.81,
              26.37
            ],
            [
              -82.81,
              26.35
            ],
            [
              -82.85,
              26.34
            ],
            [
              -82.88,
              26.36
            ],
            [
              -82.88,
              26.38
            ],
            [
              -82.9,
              26.39
            ],
            [
              -82.9,
              26.42
            ],
            [
              -82.88,
              26.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0505,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0505,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00aed6366379804b80eabb7c7080782ab4d06f7884a4fd836b64236d3ead89ea"
      },
      "receipt_sha256": "00aed6366379804b80eabb7c7080782ab4d06f7884a4fd836b64236d3ead89ea"
    },
    {
      "storm_id": "58416",
      "lat": 31.7012,
      "lon": -106.1594,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 8.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0456
        },
        {
          "name": "alignment",
          "value": 1.0001
        },
        {
          "name": "tau",
          "value": 1.0739
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0504
      },
      "coherence_score": 1.0739014148712158,
      "coherence_diagnostics": {
        "tau": 1.0739014148712158,
        "grad_tau": 0.2807076871395111,
        "torsion": 0.0,
        "alignment": 1.0000956058502197,
        "S_field": 0.7858967781066895,
        "Gamma_field": 0.3363114297389984,
        "S_over_Gamma": 2.3368124961853027,
        "Da": 20.137849807739258,
        "E_coh": 0.8403958678245544,
        "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": [
          [
            [
              -106.17,
              31.75
            ],
            [
              -106.13,
              31.75
            ],
            [
              -106.11,
              31.74
            ],
            [
              -106.11,
              31.72
            ],
            [
              -106.1,
              31.71
            ],
            [
              -106.11,
              31.7
            ],
            [
              -106.11,
              31.68
            ],
            [
              -106.13,
              31.66
            ],
            [
              -106.17,
              31.66
            ],
            [
              -106.18,
              31.65
            ],
            [
              -106.2,
              31.65
            ],
            [
              -106.22,
              31.66
            ],
            [
              -106.22,
              31.7
            ],
            [
              -106.21,
              31.71
            ],
            [
              -106.21,
              31.73
            ],
            [
              -106.17,
              31.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0504,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "a73074cd66cd9d5021f968cf112d15c1762061dfbbdd33cd506cf23fec228b79",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0504,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb0db9384c383b6283ce467eeae739d91b751aa431c48a5ff397de7b9d2e6584"
      },
      "receipt_sha256": "bb0db9384c383b6283ce467eeae739d91b751aa431c48a5ff397de7b9d2e6584"
    },
    {
      "storm_id": "58572",
      "lat": 29.2233,
      "lon": -82.0933,
      "motion_east": 3.1,
      "motion_south": -3.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1746.0,
      "ebshear": 13.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1706
        },
        {
          "name": "alignment",
          "value": -0.9253
        },
        {
          "name": "tau",
          "value": 1.3756
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 1.3756294250488281,
      "coherence_diagnostics": {
        "tau": 1.3756294250488281,
        "grad_tau": 0.3274405896663666,
        "torsion": 0.0,
        "alignment": -0.9253129959106445,
        "S_field": 0.16172440350055695,
        "Gamma_field": 0.2696447968482971,
        "S_over_Gamma": 0.5997682809829712,
        "Da": 14.494277000427246,
        "E_coh": 0.6566025614738464,
        "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": [
          [
            [
              -82.11,
              29.26
            ],
            [
              -82.07,
              29.25
            ],
            [
              -82.07,
              29.23
            ],
            [
              -82.05,
              29.22
            ],
            [
              -82.05,
              29.18
            ],
            [
              -82.12,
              29.18
            ],
            [
              -82.13,
              29.19
            ],
            [
              -82.13,
              29.24
            ],
            [
              -82.11,
              29.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0501,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1fceb1e3bacdec63d25da45f53a9587e1a69f0ded3d08dd5f4d9772e89fba3ea"
      },
      "receipt_sha256": "1fceb1e3bacdec63d25da45f53a9587e1a69f0ded3d08dd5f4d9772e89fba3ea"
    },
    {
      "storm_id": "58453",
      "lat": 43.5975,
      "lon": -119.0575,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 280.0,
      "ebshear": 22.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7956
        },
        {
          "name": "alignment",
          "value": 0.7517
        },
        {
          "name": "tau",
          "value": 0.5546
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.5546114444732666,
      "coherence_diagnostics": {
        "tau": 0.5546114444732666,
        "grad_tau": 0.030227230861783028,
        "torsion": 0.0,
        "alignment": 0.7516677379608154,
        "S_field": 0.08133764564990997,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 0.54225093126297,
        "Da": 8.515295028686523,
        "E_coh": 0.47529542446136475,
        "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": [
          [
            [
              -119.09,
              43.63
            ],
            [
              -119.04,
              43.63
            ],
            [
              -119.02,
              43.61
            ],
            [
              -119.02,
              43.58
            ],
            [
              -119.04,
              43.56
            ],
            [
              -119.07,
              43.56
            ],
            [
              -119.09,
              43.58
            ],
            [
              -119.09,
              43.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0493,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "23a4590b73ba76d6c4a95f3e9e688811dda135bed08314c3e7a0adc11d4bd99e"
      },
      "receipt_sha256": "23a4590b73ba76d6c4a95f3e9e688811dda135bed08314c3e7a0adc11d4bd99e"
    },
    {
      "storm_id": "57961",
      "lat": 41.5047,
      "lon": -113.2535,
      "motion_east": 5.4,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1670.0,
      "ebshear": 15.0,
      "srh01": 41.0,
      "maxllaz": 0.005,
      "mesh": 0.46,
      "flash_rate": 19.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6706
        },
        {
          "name": "alignment",
          "value": 0.4283
        },
        {
          "name": "tau",
          "value": 0.6823
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.6823153495788574,
      "coherence_diagnostics": {
        "tau": 0.6823153495788574,
        "grad_tau": 0.07586517930030823,
        "torsion": 0.0,
        "alignment": 0.4282628893852234,
        "S_field": 0.40850207209587097,
        "Gamma_field": 0.5379781126976013,
        "S_over_Gamma": 0.7593284249305725,
        "Da": 32.11994552612305,
        "E_coh": 0.9005036354064941,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.35,
              41.62
            ],
            [
              -113.3,
              41.62
            ],
            [
              -113.26,
              41.6
            ],
            [
              -113.21,
              41.56
            ],
            [
              -113.21,
              41.52
            ],
            [
              -113.17,
              41.47
            ],
            [
              -113.17,
              41.45
            ],
            [
              -113.16,
              41.44
            ],
            [
              -113.18,
              41.4
            ],
            [
              -113.2,
              41.39
            ],
            [
              -113.23,
              41.39
            ],
            [
              -113.26,
              41.42
            ],
            [
              -113.27,
              41.44
            ],
            [
              -113.27,
              41.47
            ],
            [
              -113.36,
              41.57
            ],
            [
              -113.36,
              41.6
            ],
            [
              -113.35,
              41.62
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.048,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "424e5ee77a9f73ca3fe6d7e3f9781161186ece7b135e8f6c7a5ef5ab4de7cfac"
      },
      "receipt_sha256": "424e5ee77a9f73ca3fe6d7e3f9781161186ece7b135e8f6c7a5ef5ab4de7cfac"
    },
    {
      "storm_id": "58611",
      "lat": 26.9891,
      "lon": -97.5755,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 857.0,
      "ebshear": 23.0,
      "srh01": 7.0,
      "maxllaz": 0.0,
      "mesh": 0.75,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6706
        },
        {
          "name": "alignment",
          "value": 0.2621
        },
        {
          "name": "tau",
          "value": 0.2462
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.246204674243927,
      "coherence_diagnostics": {
        "tau": 0.246204674243927,
        "grad_tau": 0.10440729558467865,
        "torsion": 0.0,
        "alignment": 0.2620757818222046,
        "S_field": 0.07240115851163864,
        "Gamma_field": 0.3938114643096924,
        "S_over_Gamma": 0.18384726345539093,
        "Da": 23.312366485595703,
        "E_coh": 0.3325565457344055,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.62,
              27.02
            ],
            [
              -97.58,
              27.01
            ],
            [
              -97.57,
              27.0
            ],
            [
              -97.54,
              27.0
            ],
            [
              -97.53,
              26.99
            ],
            [
              -97.53,
              26.96
            ],
            [
              -97.54,
              26.95
            ],
            [
              -97.57,
              26.97
            ],
            [
              -97.61,
              26.97
            ],
            [
              -97.62,
              26.99
            ],
            [
              -97.62,
              27.02
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0466,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a27c987c84e4fa267d083c4e8cc1a66a04145e263902fc047bbc732869300832"
      },
      "receipt_sha256": "a27c987c84e4fa267d083c4e8cc1a66a04145e263902fc047bbc732869300832"
    },
    {
      "storm_id": "58552",
      "lat": 43.1489,
      "lon": -119.27,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 535.0,
      "ebshear": 19.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7956
        },
        {
          "name": "alignment",
          "value": 0.7517
        },
        {
          "name": "tau",
          "value": 0.5546
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.5546114444732666,
      "coherence_diagnostics": {
        "tau": 0.5546114444732666,
        "grad_tau": 0.030227230861783028,
        "torsion": 0.0,
        "alignment": 0.7516677379608154,
        "S_field": 0.08133764564990997,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 0.54225093126297,
        "Da": 8.515295028686523,
        "E_coh": 0.47529542446136475,
        "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": [
          [
            [
              -119.28,
              43.18
            ],
            [
              -119.25,
              43.18
            ],
            [
              -119.23,
              43.16
            ],
            [
              -119.23,
              43.11
            ],
            [
              -119.28,
              43.11
            ],
            [
              -119.28,
              43.12
            ],
            [
              -119.3,
              43.14
            ],
            [
              -119.3,
              43.16
            ],
            [
              -119.28,
              43.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0461,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b9ae74ee5a75b264e85418168cf3acaa799d00ff25d9251c08e70a7ffb6318e6"
      },
      "receipt_sha256": "b9ae74ee5a75b264e85418168cf3acaa799d00ff25d9251c08e70a7ffb6318e6"
    },
    {
      "storm_id": "58596",
      "lat": 26.918,
      "lon": -82.477,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2945.0,
      "ebshear": 20.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9206
        },
        {
          "name": "alignment",
          "value": 0.5483
        },
        {
          "name": "tau",
          "value": 1.2798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 1.2798309326171875,
      "coherence_diagnostics": {
        "tau": 1.2798309326171875,
        "grad_tau": 0.41359803080558777,
        "torsion": 0.0,
        "alignment": 0.5483145117759705,
        "S_field": 0.37070605158805847,
        "Gamma_field": 0.2554781138896942,
        "S_over_Gamma": 1.45102858543396,
        "Da": 14.724472045898438,
        "E_coh": 0.9112175703048706,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.49,
              26.95
            ],
            [
              -82.45,
              26.95
            ],
            [
              -82.44,
              26.94
            ],
            [
              -82.45,
              26.92
            ],
            [
              -82.44,
              26.91
            ],
            [
              -82.49,
              26.87
            ],
            [
              -82.5,
              26.87
            ],
            [
              -82.51,
              26.88
            ],
            [
              -82.51,
              26.94
            ],
            [
              -82.49,
              26.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0459,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76a38847ea06d71ab215f01b04b174aceb0305b627d0ac85a90715da66ba8c64"
      },
      "receipt_sha256": "76a38847ea06d71ab215f01b04b174aceb0305b627d0ac85a90715da66ba8c64"
    },
    {
      "storm_id": "58498",
      "lat": 26.2391,
      "lon": -82.4827,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2632.0,
      "ebshear": 14.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7956
        },
        {
          "name": "alignment",
          "value": 0.1601
        },
        {
          "name": "tau",
          "value": 0.7527
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0458
      },
      "coherence_score": 0.7527028322219849,
      "coherence_diagnostics": {
        "tau": 0.7527028322219849,
        "grad_tau": 0.6417425870895386,
        "torsion": 0.0,
        "alignment": 0.16009561717510223,
        "S_field": 0.25658997893333435,
        "Gamma_field": 0.38797813653945923,
        "S_over_Gamma": 0.6613516211509705,
        "Da": 22.90176773071289,
        "E_coh": 0.9156694412231445,
        "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": [
          [
            [
              -82.46,
              26.31
            ],
            [
              -82.42,
              26.31
            ],
            [
              -82.41,
              26.29
            ],
            [
              -82.41,
              26.24
            ],
            [
              -82.48,
              26.14
            ],
            [
              -82.55,
              26.14
            ],
            [
              -82.54,
              26.15
            ],
            [
              -82.54,
              26.21
            ],
            [
              -82.52,
              26.25
            ],
            [
              -82.52,
              26.28
            ],
            [
              -82.46,
              26.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0458,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "8fa22fda17e54b5dca3f6619e2c25d35bac2f1adf3179501342b87b820fd858f",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0458,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "511b445aae4a427a64522788e8b4abdf5c3d6f784fb3105dc535e8f53268d6a6"
      },
      "receipt_sha256": "511b445aae4a427a64522788e8b4abdf5c3d6f784fb3105dc535e8f53268d6a6"
    },
    {
      "storm_id": "58003",
      "lat": 46.7994,
      "lon": -112.3224,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 838.0,
      "ebshear": 17.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7956
        },
        {
          "name": "alignment",
          "value": 0.032
        },
        {
          "name": "tau",
          "value": 0.2374
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 0.23738166689872742,
      "coherence_diagnostics": {
        "tau": 0.23738166689872742,
        "grad_tau": 0.03621063753962517,
        "torsion": 0.0,
        "alignment": 0.0319833904504776,
        "S_field": 0.056868668645620346,
        "Gamma_field": 0.5488114356994629,
        "S_over_Gamma": 0.10362150520086288,
        "Da": 33.58942794799805,
        "E_coh": 0.37067440152168274,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.35,
              46.89
            ],
            [
              -112.33,
              46.89
            ],
            [
              -112.3,
              46.87
            ],
            [
              -112.31,
              46.81
            ],
            [
              -112.23,
              46.77
            ],
            [
              -112.22,
              46.73
            ],
            [
              -112.25,
              46.69
            ],
            [
              -112.29,
              46.69
            ],
            [
              -112.33,
              46.72
            ],
            [
              -112.33,
              46.77
            ],
            [
              -112.32,
              46.78
            ],
            [
              -112.33,
              46.8
            ],
            [
              -112.37,
              46.8
            ],
            [
              -112.38,
              46.81
            ],
            [
              -112.4,
              46.81
            ],
            [
              -112.39,
              46.87
            ],
            [
              -112.35,
              46.89
            ]
          ]
        ]
      },
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0453,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65b06b34090568cae27771bd5d1065d2984221863e670d5c3e7e3252e8ee9d0b"
      },
      "receipt_sha256": "65b06b34090568cae27771bd5d1065d2984221863e670d5c3e7e3252e8ee9d0b"
    },
    {
      "storm_id": "58612",
      "lat": 26.3536,
      "lon": -82.2245,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2093.0,
      "ebshear": 13.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7956
        },
        {
          "name": "alignment",
          "value": 0.1601
        },
        {
          "name": "tau",
          "value": 0.7527
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.7527028322219849,
      "coherence_diagnostics": {
        "tau": 0.7527028322219849,
        "grad_tau": 0.6417425870895386,
        "torsion": 0.0,
        "alignment": 0.16009561717510223,
        "S_field": 0.25658997893333435,
        "Gamma_field": 0.38797813653945923,
        "S_over_Gamma": 0.6613516211509705,
        "Da": 22.90176773071289,
        "E_coh": 0.9156694412231445,
        "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": [
          [
            [
              -82.22,
              26.39
            ],
            [
              -82.21,
              26.38
            ],
            [
              -82.17,
              26.39
            ],
            [
              -82.19,
              26.35
            ],
            [
              -82.2,
              26.31
            ],
            [
              -82.24,
              26.31
            ],
            [
              -82.25,
              26.3
            ],
            [
              -82.25,
              26.33
            ],
            [
              -82.27,
              26.37
            ],
            [
              -82.25,
              26.37
            ],
            [
              -82.22,
              26.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0442,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc4672d416c6cce7c55dfbb0447a1754b1baf8d848bd176a22e538cb0352c9d7"
      },
      "receipt_sha256": "dc4672d416c6cce7c55dfbb0447a1754b1baf8d848bd176a22e538cb0352c9d7"
    },
    {
      "storm_id": "58613",
      "lat": 26.2125,
      "lon": -82.2325,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2068.0,
      "ebshear": 11.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7956
        },
        {
          "name": "alignment",
          "value": 0.1601
        },
        {
          "name": "tau",
          "value": 0.7527
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.7527028322219849,
      "coherence_diagnostics": {
        "tau": 0.7527028322219849,
        "grad_tau": 0.6417425870895386,
        "torsion": 0.0,
        "alignment": 0.16009561717510223,
        "S_field": 0.25658997893333435,
        "Gamma_field": 0.38797813653945923,
        "S_over_Gamma": 0.6613516211509705,
        "Da": 22.90176773071289,
        "E_coh": 0.9156694412231445,
        "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": [
          [
            [
              -82.25,
              26.24
            ],
            [
              -82.19,
              26.24
            ],
            [
              -82.19,
              26.2
            ],
            [
              -82.22,
              26.19
            ],
            [
              -82.24,
              26.17
            ],
            [
              -82.26,
              26.19
            ],
            [
              -82.26,
              26.23
            ],
            [
              -82.25,
              26.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0442,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc4672d416c6cce7c55dfbb0447a1754b1baf8d848bd176a22e538cb0352c9d7"
      },
      "receipt_sha256": "dc4672d416c6cce7c55dfbb0447a1754b1baf8d848bd176a22e538cb0352c9d7"
    },
    {
      "storm_id": "58133",
      "lat": 39.254,
      "lon": -115.906,
      "motion_east": 4.6,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 775.0,
      "ebshear": 15.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0456
        },
        {
          "name": "alignment",
          "value": -0.2429
        },
        {
          "name": "tau",
          "value": 0.3456
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0388
      },
      "coherence_score": 0.345625638961792,
      "coherence_diagnostics": {
        "tau": 0.345625638961792,
        "grad_tau": 0.05112398415803909,
        "torsion": 0.0,
        "alignment": -0.24288535118103027,
        "S_field": 0.1815841794013977,
        "Gamma_field": 0.9496448040008545,
        "S_over_Gamma": 0.1912127286195755,
        "Da": 57.258270263671875,
        "E_coh": 0.8112443685531616,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.91,
              39.29
            ],
            [
              -115.88,
              39.29
            ],
            [
              -115.86,
              39.27
            ],
            [
              -115.85,
              39.24
            ],
            [
              -115.89,
              39.2
            ],
            [
              -115.96,
              39.2
            ],
            [
              -115.96,
              39.22
            ],
            [
              -115.92,
              39.26
            ],
            [
              -115.92,
              39.28
            ],
            [
              -115.91,
              39.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0388,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "4a26c5df962ceafa9a26d7727603f2aa8befb99c8b8ceaac13116b75822611dd",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0388,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ccedaee78ec29d620483a7f2a5df22d1aadff7b1bb3772ec4280ded21cc9f1b"
      },
      "receipt_sha256": "9ccedaee78ec29d620483a7f2a5df22d1aadff7b1bb3772ec4280ded21cc9f1b"
    },
    {
      "storm_id": "58543",
      "lat": 39.155,
      "lon": -115.7181,
      "motion_east": 4.3,
      "motion_south": -1.0,
      "valid_time": "20260723_030037 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 724.0,
      "ebshear": 15.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0456
        },
        {
          "name": "alignment",
          "value": -0.2429
        },
        {
          "name": "tau",
          "value": 0.3456
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0354
      },
      "coherence_score": 0.345625638961792,
      "coherence_diagnostics": {
        "tau": 0.345625638961792,
        "grad_tau": 0.05112398415803909,
        "torsion": 0.0,
        "alignment": -0.24288535118103027,
        "S_field": 0.1815841794013977,
        "Gamma_field": 0.9496448040008545,
        "S_over_Gamma": 0.1912127286195755,
        "Da": 57.258270263671875,
        "E_coh": 0.8112443685531616,
        "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": [
          [
            [
              -115.74,
              39.24
            ],
            [
              -115.7,
              39.24
            ],
            [
              -115.68,
              39.23
            ],
            [
              -115.68,
              39.22
            ],
            [
              -115.62,
              39.14
            ],
            [
              -115.63,
              39.09
            ],
            [
              -115.64,
              39.09
            ],
            [
              -115.67,
              39.06
            ],
            [
              -115.79,
              39.06
            ],
            [
              -115.77,
              39.07
            ],
            [
              -115.77,
              39.11
            ],
            [
              -115.76,
              39.12
            ],
            [
              -115.78,
              39.16
            ],
            [
              -115.76,
              39.19
            ],
            [
              -115.76,
              39.22
            ],
            [
              -115.74,
              39.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0354,
      "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": "524a07e6c3b61c1310a64d0c3cff62f47b4b9b3bec2ceaa1870bd9726594808a",
        "input_sha256": "1694dedd03cab3666c6028ac3c8936f3ef24e253c547bcb2b33da777ad6d9b16",
        "issued_at": "2026-07-23T03:04:27Z",
        "raw_probability": 0.0354,
        "probability": 0.000905,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f2192a6a0cc5b5bccb660f7146023cce449484daa63911fca77c56812847895"
      },
      "receipt_sha256": "3f2192a6a0cc5b5bccb660f7146023cce449484daa63911fca77c56812847895"
    }
  ]
}