{ "forecast_id": "to_fcst_20260708_2029", "hazard": "tornado", "issued_at": "2026-07-08T20:29:48Z", "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": 298, "top_probability": 0.0031, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "845906", "lat": 44.37, "lon": -91.9883, "motion_east": 12.4, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2326.0, "ebshear": 40.0, "srh01": 70.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 40.0123 }, { "name": "alignment", "value": 0.6185 }, { "name": "tau", "value": 1.5532 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2839 }, "coherence_score": 1.5531810522079468, "coherence_diagnostics": { "tau": 1.5531810522079468, "grad_tau": 0.4844506084918976, "torsion": 0.0, "alignment": 0.6184978485107422, "S_field": 0.26931577920913696, "Gamma_field": 0.3422916829586029, "S_over_Gamma": 0.7868019938468933, "Da": 20.301166534423828, "E_coh": 0.6029290556907654, "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": [ [ [ -92.06, 44.42 ], [ -91.98, 44.41 ], [ -91.94, 44.38 ], [ -91.9, 44.38 ], [ -91.89, 44.39 ], [ -91.89, 44.42 ], [ -91.87, 44.42 ], [ -91.87, 44.38 ], [ -91.89, 44.36 ], [ -91.91, 44.36 ], [ -91.93, 44.34 ], [ -91.94, 44.31 ], [ -92.0, 44.31 ], [ -92.01, 44.32 ], [ -92.03, 44.32 ], [ -92.04, 44.33 ], [ -92.06, 44.33 ], [ -92.07, 44.34 ], [ -92.11, 44.35 ], [ -92.11, 44.4 ], [ -92.1, 44.41 ], [ -92.07, 44.41 ], [ -92.06, 44.42 ] ] ] }, "raw_probability": 0.2839, "confidence_lo": 0.0028, "confidence_hi": 0.0031, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "30d64794854d1ed54364253ab9122481e4b411dc1e8db2f909897ed772107f2e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2839, "probability": 0.003104, "confidence_lo": 0.002807, "confidence_hi": 0.003105, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b87c3149e5f8fa3c4492f68b8335f19295195a62ee0f458bea997673faa06dc9" }, "receipt_sha256": "b87c3149e5f8fa3c4492f68b8335f19295195a62ee0f458bea997673faa06dc9" }, { "storm_id": "846397", "lat": 35.0733, "lon": -76.5122, "motion_east": 6.2, "motion_south": 5.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0029, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3519.0, "ebshear": 24.0, "srh01": 66.0, "maxllaz": 0.006, "mesh": 0.51, "flash_rate": 24.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 44.1373 }, { "name": "alignment", "value": 1.9772 }, { "name": "tau", "value": 2.5475 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.2298 }, "coherence_score": 2.5474822521209717, "coherence_diagnostics": { "tau": 2.5474822521209717, "grad_tau": 0.37758955359458923, "torsion": 0.0, "alignment": 1.9771759510040283, "S_field": 0.2670920193195343, "Gamma_field": 0.4481250047683716, "S_over_Gamma": 0.5960212349891663, "Da": 28.356170654296875, "E_coh": 0.8634201288223267, "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": [ [ [ -76.53, 35.14 ], [ -76.49, 35.14 ], [ -76.44, 35.11 ], [ -76.44, 35.02 ], [ -76.49, 34.98 ], [ -76.53, 34.98 ], [ -76.58, 35.05 ], [ -76.58, 35.1 ], [ -76.53, 35.14 ] ] ] }, "raw_probability": 0.2298, "confidence_lo": 0.0023, "confidence_hi": 0.0029, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f9ad54ff962e9cc9b94f373729e992ab2901860b290e2c9de4efbbb7ad861750", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2298, "probability": 0.002907, "confidence_lo": 0.002286, "confidence_hi": 0.002909, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "87743f168b0960c16f301029637446c6df84d50799a331e70107555424d41ad2" }, "receipt_sha256": "87743f168b0960c16f301029637446c6df84d50799a331e70107555424d41ad2" }, { "storm_id": "846396", "lat": 35.1527, "lon": -73.3927, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1930.0, "ebshear": 24.0, "srh01": 45.0, "maxllaz": 0.0, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 47.7623 }, { "name": "alignment", "value": 4.8784 }, { "name": "tau", "value": 3.6083 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.2256 }, "coherence_score": 3.608314037322998, "coherence_diagnostics": { "tau": 3.608314037322998, "grad_tau": 0.17454294860363007, "torsion": 0.0, "alignment": 4.878387451171875, "S_field": 1.1568377017974854, "Gamma_field": 0.35062500834465027, "S_over_Gamma": 3.29935884475708, "Da": 23.39164924621582, "E_coh": 0.8547897338867188, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.41, 35.2 ], [ -73.38, 35.2 ], [ -73.35, 35.18 ], [ -73.35, 35.14 ], [ -73.36, 35.12 ], [ -73.38, 35.12 ], [ -73.39, 35.11 ], [ -73.42, 35.11 ], [ -73.44, 35.12 ], [ -73.43, 35.18 ], [ -73.41, 35.2 ] ] ] }, "raw_probability": 0.2256, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "68b29f36fa39881fdeb9cc79b505be69b0d28c07f3626a8baa0f25ee0998e729", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2256, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "de45d1db4c2e93d6793ed43e9e8caf02051fa953c784f916b6a4df8b1321014c" }, "receipt_sha256": "de45d1db4c2e93d6793ed43e9e8caf02051fa953c784f916b6a4df8b1321014c" }, { "storm_id": "845488", "lat": 45.1163, "lon": -89.5789, "motion_east": 9.0, "motion_south": 1.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1644.0, "ebshear": 32.0, "srh01": 63.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 63.0 }, { "name": "hrrr_pwat", "value": 38.2623 }, { "name": "alignment", "value": 0.7081 }, { "name": "tau", "value": 1.409 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2129 }, "coherence_score": 1.4089850187301636, "coherence_diagnostics": { "tau": 1.4089850187301636, "grad_tau": 0.38885870575904846, "torsion": 0.0, "alignment": 0.7081470489501953, "S_field": 0.14849375188350677, "Gamma_field": 0.19479165971279144, "S_over_Gamma": 0.762320876121521, "Da": 11.655292510986328, "E_coh": 0.400017648935318, "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": [ [ [ -89.7, 45.21 ], [ -89.6, 45.21 ], [ -89.59, 45.2 ], [ -89.55, 45.19 ], [ -89.51, 45.14 ], [ -89.43, 45.1 ], [ -89.43, 45.07 ], [ -89.44, 45.05 ], [ -89.45, 45.04 ], [ -89.48, 45.04 ], [ -89.49, 45.05 ], [ -89.51, 45.05 ], [ -89.55, 45.07 ], [ -89.7, 45.07 ], [ -89.71, 45.08 ], [ -89.71, 45.11 ], [ -89.73, 45.13 ], [ -89.72, 45.19 ], [ -89.7, 45.21 ] ] ] }, "raw_probability": 0.2129, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c51cc9fc52a876c97ce4e39810dadc8f71da3fc68a0a299c502055fac20834ca", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2129, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "86aa7f8c24e84e55d154d2101174f91ad7aacb0484db965d2e28bd2b65f8d687" }, "receipt_sha256": "86aa7f8c24e84e55d154d2101174f91ad7aacb0484db965d2e28bd2b65f8d687" }, { "storm_id": "846332", "lat": 33.912, "lon": -73.683, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3148.0, "ebshear": 28.0, "srh01": 93.0, "maxllaz": 0.0, "mesh": 0.15, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 93.0 }, { "name": "hrrr_pwat", "value": 50.2623 }, { "name": "alignment", "value": 2.8284 }, { "name": "tau", "value": 3.9083 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.2116 }, "coherence_score": 3.9083194732666016, "coherence_diagnostics": { "tau": 3.9083194732666016, "grad_tau": 0.550660252571106, "torsion": 0.0, "alignment": 2.828425884246826, "S_field": 0.9138929843902588, "Gamma_field": 0.32062503695487976, "S_over_Gamma": 2.8503482341766357, "Da": 21.46253204345703, "E_coh": 0.9315162301063538, "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": [ [ [ -73.69, 33.95 ], [ -73.65, 33.95 ], [ -73.64, 33.93 ], [ -73.64, 33.9 ], [ -73.66, 33.88 ], [ -73.69, 33.88 ], [ -73.71, 33.87 ], [ -73.73, 33.89 ], [ -73.73, 33.92 ], [ -73.69, 33.95 ] ] ] }, "raw_probability": 0.2116, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "fed61f949a53117bb2366a6de44462adcb452a0d0f79b6b5b831acfe19fc50d5", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2116, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8f8c131b8eb6c3744fa5677b63dddc0ea384b72d6973b5706eec6a8c19d6ef57" }, "receipt_sha256": "8f8c131b8eb6c3744fa5677b63dddc0ea384b72d6973b5706eec6a8c19d6ef57" }, { "storm_id": "845799", "lat": 46.155, "lon": -87.8329, "motion_east": 8.1, "motion_south": 0.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 985.0, "ebshear": 30.0, "srh01": 66.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 30.0123 }, { "name": "alignment", "value": 3.8302 }, { "name": "tau", "value": 0.9575 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2098 }, "coherence_score": 0.9574806094169617, "coherence_diagnostics": { "tau": 0.9574806094169617, "grad_tau": 0.31278884410858154, "torsion": 0.0, "alignment": 3.83021879196167, "S_field": 0.15642040967941284, "Gamma_field": 0.2472916692495346, "S_over_Gamma": 0.6325340867042542, "Da": 14.621197700500488, "E_coh": 0.40056055784225464, "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": [ [ [ -87.85, 46.2 ], [ -87.77, 46.2 ], [ -87.76, 46.19 ], [ -87.76, 46.16 ], [ -87.74, 46.13 ], [ -87.75, 46.12 ], [ -87.8, 46.12 ], [ -87.81, 46.11 ], [ -87.92, 46.1 ], [ -87.93, 46.11 ], [ -87.92, 46.17 ], [ -87.91, 46.18 ], [ -87.89, 46.18 ], [ -87.85, 46.2 ] ] ] }, "raw_probability": 0.2098, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9caeb81853980d827ed51a0224dd7d0a7a22d1185ac6ad9c72971a4f24ec8127", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2098, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93a6f055761ea4290e8d39268ae817af8c3132d0dc81fa0d2f03e687c6736066" }, "receipt_sha256": "93a6f055761ea4290e8d39268ae817af8c3132d0dc81fa0d2f03e687c6736066" }, { "storm_id": "845759", "lat": 46.3068, "lon": -87.6595, "motion_east": 9.2, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 547.0, "ebshear": 27.0, "srh01": 67.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 30.0123 }, { "name": "alignment", "value": 3.8302 }, { "name": "tau", "value": 0.9575 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2058 }, "coherence_score": 0.9574806094169617, "coherence_diagnostics": { "tau": 0.9574806094169617, "grad_tau": 0.31278884410858154, "torsion": 0.0, "alignment": 3.83021879196167, "S_field": 0.15642040967941284, "Gamma_field": 0.2472916692495346, "S_over_Gamma": 0.6325340867042542, "Da": 14.621197700500488, "E_coh": 0.40056055784225464, "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": [ [ [ -87.7, 46.35 ], [ -87.55, 46.35 ], [ -87.54, 46.34 ], [ -87.52, 46.34 ], [ -87.51, 46.32 ], [ -87.53, 46.29 ], [ -87.53, 46.27 ], [ -87.55, 46.27 ], [ -87.56, 46.26 ], [ -87.72, 46.26 ], [ -87.73, 46.27 ], [ -87.75, 46.27 ], [ -87.75, 46.28 ], [ -87.77, 46.29 ], [ -87.78, 46.31 ], [ -87.82, 46.33 ], [ -87.81, 46.34 ], [ -87.71, 46.34 ], [ -87.7, 46.35 ] ] ] }, "raw_probability": 0.2058, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cca16e99e95d285465b25d3f428e03adc0e8aef1e1120f5c7917973abd7df6d6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2058, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "67f5cf7200115cbebfe618601c083edb00f86153fc84525b66a1dae176b55e5c" }, "receipt_sha256": "67f5cf7200115cbebfe618601c083edb00f86153fc84525b66a1dae176b55e5c" }, { "storm_id": "845940", "lat": 43.6067, "lon": -92.8756, "motion_east": 13.3, "motion_south": 1.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2444.0, "ebshear": 35.0, "srh01": 56.0, "maxllaz": 0.004, "mesh": 0.42, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": -0.0387 }, { "name": "tau", "value": 1.7642 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2038 }, "coherence_score": 1.7641586065292358, "coherence_diagnostics": { "tau": 1.7641586065292358, "grad_tau": 0.7128211259841919, "torsion": 0.0, "alignment": -0.038704872131347656, "S_field": 0.4119604229927063, "Gamma_field": 0.3881250321865082, "S_over_Gamma": 1.0614116191864014, "Da": 23.50456428527832, "E_coh": 0.55142742395401, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.75, 43.69 ], [ -92.73, 43.67 ], [ -92.73, 43.64 ], [ -92.83, 43.56 ], [ -92.85, 43.55 ], [ -92.93, 43.54 ], [ -92.99, 43.51 ], [ -93.0, 43.51 ], [ -93.02, 43.53 ], [ -93.02, 43.57 ], [ -93.0, 43.6 ], [ -92.98, 43.61 ], [ -92.91, 43.61 ], [ -92.86, 43.64 ], [ -92.84, 43.64 ], [ -92.8, 43.68 ], [ -92.77, 43.68 ], [ -92.75, 43.69 ] ] ] }, "raw_probability": 0.2038, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "0364240ded048c5981c81921ae471372c1f01b37e17c692aa1db3db276e24be4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.2038, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "26ee260fe1112c72aa6f9df90e7ae538a1ec926b69724ecaee06161fe7bc18b9" }, "receipt_sha256": "26ee260fe1112c72aa6f9df90e7ae538a1ec926b69724ecaee06161fe7bc18b9" }, { "storm_id": "845740", "lat": 43.8444, "lon": -93.4983, "motion_east": 13.3, "motion_south": 0.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2675.0, "ebshear": 33.0, "srh01": 88.0, "maxllaz": 0.004, "mesh": 0.3, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 39.8873 }, { "name": "alignment", "value": 1.6068 }, { "name": "tau", "value": 1.1012 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.202 }, "coherence_score": 1.1012020111083984, "coherence_diagnostics": { "tau": 1.1012020111083984, "grad_tau": 0.26403725147247314, "torsion": 0.0, "alignment": 1.6067767143249512, "S_field": 0.24321959912776947, "Gamma_field": 0.36145836114883423, "S_over_Gamma": 0.6728841662406921, "Da": 21.424291610717773, "E_coh": 0.6320710182189941, "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": [ [ [ -93.62, 43.89 ], [ -93.52, 43.89 ], [ -93.51, 43.88 ], [ -93.48, 43.88 ], [ -93.47, 43.89 ], [ -93.38, 43.89 ], [ -93.33, 43.86 ], [ -93.33, 43.81 ], [ -93.34, 43.8 ], [ -93.42, 43.79 ], [ -93.43, 43.78 ], [ -93.48, 43.77 ], [ -93.51, 43.79 ], [ -93.63, 43.82 ], [ -93.64, 43.84 ], [ -93.63, 43.85 ], [ -93.63, 43.88 ], [ -93.62, 43.89 ] ] ] }, "raw_probability": 0.202, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4c0046d101a6a4740766396f35e1f2a1d41c540b8a0f85ffecf6991181ff24a6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.202, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "af9ebeb15c11095e947a2e42e2855c2898949eb81078f1697169e98fd603b3b4" }, "receipt_sha256": "af9ebeb15c11095e947a2e42e2855c2898949eb81078f1697169e98fd603b3b4" }, { "storm_id": "846395", "lat": 35.1844, "lon": -76.0567, "motion_east": 4.6, "motion_south": 1.4, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3099.0, "ebshear": 25.0, "srh01": 69.0, "maxllaz": 0.005, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 49.3873 }, { "name": "alignment", "value": 1.5255 }, { "name": "tau", "value": 3.1193 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.197 }, "coherence_score": 3.1193294525146484, "coherence_diagnostics": { "tau": 3.1193294525146484, "grad_tau": 0.4326630234718323, "torsion": 0.0, "alignment": 1.5254706144332886, "S_field": 1.1689127683639526, "Gamma_field": 0.3172916769981384, "S_over_Gamma": 3.6840322017669678, "Da": 18.7646427154541, "E_coh": 0.9853442311286926, "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": [ [ [ -76.08, 35.22 ], [ -76.04, 35.22 ], [ -76.01, 35.19 ], [ -76.01, 35.15 ], [ -76.02, 35.14 ], [ -76.07, 35.15 ], [ -76.1, 35.17 ], [ -76.1, 35.2 ], [ -76.08, 35.22 ] ] ] }, "raw_probability": 0.197, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cf84d34839777ab0b109a0f94142cdadb28addab8b9e67e75679a7990dd1c8e7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.197, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "151d2a965df1764ceb13391c404fc37465571b89138842394050887e42544a91" }, "receipt_sha256": "151d2a965df1764ceb13391c404fc37465571b89138842394050887e42544a91" }, { "storm_id": "846286", "lat": 44.6048, "lon": -89.481, "motion_east": 11.0, "motion_south": 0.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1996.0, "ebshear": 41.0, "srh01": 57.0, "maxllaz": 0.003, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 38.2623 }, { "name": "alignment", "value": 0.7081 }, { "name": "tau", "value": 1.409 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1766 }, "coherence_score": 1.4089850187301636, "coherence_diagnostics": { "tau": 1.4089850187301636, "grad_tau": 0.38885870575904846, "torsion": 0.0, "alignment": 0.7081470489501953, "S_field": 0.14849375188350677, "Gamma_field": 0.19479165971279144, "S_over_Gamma": 0.762320876121521, "Da": 11.655292510986328, "E_coh": 0.400017648935318, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.39, 44.69 ], [ -89.35, 44.69 ], [ -89.33, 44.67 ], [ -89.33, 44.62 ], [ -89.39, 44.56 ], [ -89.41, 44.55 ], [ -89.46, 44.55 ], [ -89.47, 44.54 ], [ -89.54, 44.54 ], [ -89.55, 44.55 ], [ -89.62, 44.55 ], [ -89.64, 44.57 ], [ -89.64, 44.6 ], [ -89.63, 44.61 ], [ -89.53, 44.61 ], [ -89.52, 44.62 ], [ -89.51, 44.61 ], [ -89.5, 44.62 ], [ -89.47, 44.62 ], [ -89.43, 44.64 ], [ -89.39, 44.69 ] ] ] }, "raw_probability": 0.1766, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3559dd537027dd37c1a5667b368e50fb1ee203a953a93faa1dfe7fa0c4799335", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1766, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8207e51fb69e57ede99a957a7b07f5bf6bb485709f9fad13e93bfa3539a3aed5" }, "receipt_sha256": "8207e51fb69e57ede99a957a7b07f5bf6bb485709f9fad13e93bfa3539a3aed5" }, { "storm_id": "846116", "lat": 44.897, "lon": -88.597, "motion_east": 9.4, "motion_south": 0.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1357.0, "ebshear": 42.0, "srh01": 54.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 2.1742 }, { "name": "tau", "value": 1.5254 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1757 }, "coherence_score": 1.5253716707229614, "coherence_diagnostics": { "tau": 1.5253716707229614, "grad_tau": 0.395661860704422, "torsion": 0.0, "alignment": 2.1742143630981445, "S_field": 0.1577630341053009, "Gamma_field": 0.16979166865348816, "S_over_Gamma": 0.929156482219696, "Da": 10.002486228942871, "E_coh": 0.04980902373790741, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.63, 44.93 ], [ -88.6, 44.93 ], [ -88.56, 44.91 ], [ -88.56, 44.87 ], [ -88.57, 44.86 ], [ -88.59, 44.86 ], [ -88.6, 44.87 ], [ -88.6, 44.89 ], [ -88.63, 44.92 ], [ -88.63, 44.93 ] ] ] }, "raw_probability": 0.1757, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "60000aaebaee8e8fa07c86906bcdbb0881885ba97db293cd68578dfef5112188", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1757, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3016e9ced431cd22b44f808efd86910e1723fd1f2afc76713fe3ef49cbda9e51" }, "receipt_sha256": "3016e9ced431cd22b44f808efd86910e1723fd1f2afc76713fe3ef49cbda9e51" }, { "storm_id": "846313", "lat": 43.5478, "lon": -92.6456, "motion_east": 12.9, "motion_south": 1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2142.0, "ebshear": 30.0, "srh01": 41.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": -0.0387 }, { "name": "tau", "value": 1.7642 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1684 }, "coherence_score": 1.7641586065292358, "coherence_diagnostics": { "tau": 1.7641586065292358, "grad_tau": 0.7128211259841919, "torsion": 0.0, "alignment": -0.038704872131347656, "S_field": 0.4119604229927063, "Gamma_field": 0.3881250321865082, "S_over_Gamma": 1.0614116191864014, "Da": 23.50456428527832, "E_coh": 0.55142742395401, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.66, 43.58 ], [ -92.62, 43.58 ], [ -92.61, 43.57 ], [ -92.61, 43.52 ], [ -92.62, 43.51 ], [ -92.67, 43.51 ], [ -92.68, 43.52 ], [ -92.68, 43.56 ], [ -92.66, 43.58 ] ] ] }, "raw_probability": 0.1684, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6f7dd500ae00663c39e72dbeb678d5e68508c0ad728b25d5799500a56cbccca2", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1684, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d078351b58978a0039de5984f8d3fa44b4512f1a78ee4513329fb4fbfb326beb" }, "receipt_sha256": "d078351b58978a0039de5984f8d3fa44b4512f1a78ee4513329fb4fbfb326beb" }, { "storm_id": "846276", "lat": 34.43, "lon": -74.2827, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 4141.0, "ebshear": 29.0, "srh01": 90.0, "maxllaz": 0.0, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 44.3873 }, { "name": "alignment", "value": 6.4703 }, { "name": "tau", "value": 3.2645 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.161 }, "coherence_score": 3.264538288116455, "coherence_diagnostics": { "tau": 3.264538288116455, "grad_tau": 0.34819477796554565, "torsion": 0.0, "alignment": 6.470252513885498, "S_field": 0.46838250756263733, "Gamma_field": 0.3306250274181366, "S_over_Gamma": 1.41665780544281, "Da": 21.66678237915039, "E_coh": 0.7335918545722961, "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": [ [ [ -74.31, 34.5 ], [ -74.28, 34.47 ], [ -74.27, 34.48 ], [ -74.24, 34.48 ], [ -74.24, 34.46 ], [ -74.23, 34.45 ], [ -74.23, 34.39 ], [ -74.24, 34.37 ], [ -74.29, 34.37 ], [ -74.3, 34.36 ], [ -74.33, 34.36 ], [ -74.33, 34.38 ], [ -74.32, 34.39 ], [ -74.32, 34.49 ], [ -74.31, 34.5 ] ] ] }, "raw_probability": 0.161, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "88dff159fe98fe5adda50d71cb0b86a6f0ab75b5d5c0cb6aaa84f0b4794ca8a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.161, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "07f9d386823893ffd85dc412a5763ae90ad6b800f4ae88a79c8d3352c1f98fd6" }, "receipt_sha256": "07f9d386823893ffd85dc412a5763ae90ad6b800f4ae88a79c8d3352c1f98fd6" }, { "storm_id": "845150", "lat": 35.2165, "lon": -76.2596, "motion_east": 5.7, "motion_south": 4.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3166.0, "ebshear": 25.0, "srh01": 64.0, "maxllaz": 0.008, "mesh": 0.59, "flash_rate": 53.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 44.0123 }, { "name": "alignment", "value": 1.1038 }, { "name": "tau", "value": 2.5946 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.1583 }, "coherence_score": 2.5945816040039062, "coherence_diagnostics": { "tau": 2.5945816040039062, "grad_tau": 0.397268682718277, "torsion": 0.0, "alignment": 1.1037510633468628, "S_field": 0.6464484930038452, "Gamma_field": 0.4281250238418579, "S_over_Gamma": 1.5099525451660156, "Da": 26.199573516845703, "E_coh": 0.9631760716438293, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.16, 35.32 ], [ -76.1, 35.32 ], [ -76.09, 35.31 ], [ -76.09, 35.29 ], [ -76.11, 35.27 ], [ -76.12, 35.24 ], [ -76.15, 35.2 ], [ -76.21, 35.17 ], [ -76.28, 35.17 ], [ -76.29, 35.16 ], [ -76.34, 35.16 ], [ -76.36, 35.14 ], [ -76.36, 35.13 ], [ -76.38, 35.12 ], [ -76.39, 35.13 ], [ -76.39, 35.17 ], [ -76.38, 35.19 ], [ -76.36, 35.19 ], [ -76.34, 35.21 ], [ -76.34, 35.25 ], [ -76.33, 35.26 ], [ -76.24, 35.26 ], [ -76.16, 35.32 ] ] ] }, "raw_probability": 0.1583, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bbf3973f2f5916a481db74f7338572787d14c1f5eb56dd3c65fc884df6d480ee", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1583, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ccacdc66f0791daf52d879edaf151be2d34991115b7ab468a55e084fdb34b720" }, "receipt_sha256": "ccacdc66f0791daf52d879edaf151be2d34991115b7ab468a55e084fdb34b720" }, { "storm_id": "845885", "lat": 44.7056, "lon": -88.6833, "motion_east": 10.1, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1639.0, "ebshear": 41.0, "srh01": 36.0, "maxllaz": 0.007, "mesh": 0.47, "flash_rate": 14.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 2.1742 }, { "name": "tau", "value": 1.5254 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.1581 }, "coherence_score": 1.5253716707229614, "coherence_diagnostics": { "tau": 1.5253716707229614, "grad_tau": 0.395661860704422, "torsion": 0.0, "alignment": 2.1742143630981445, "S_field": 0.1577630341053009, "Gamma_field": 0.16979166865348816, "S_over_Gamma": 0.929156482219696, "Da": 10.002486228942871, "E_coh": 0.04980902373790741, "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": [ [ [ -88.7, 44.75 ], [ -88.65, 44.75 ], [ -88.63, 44.73 ], [ -88.63, 44.68 ], [ -88.66, 44.65 ], [ -88.72, 44.65 ], [ -88.73, 44.67 ], [ -88.73, 44.72 ], [ -88.7, 44.75 ] ] ] }, "raw_probability": 0.1581, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "19a845c50d7be9f999ce0303932e2d44a3b46566fd2936905972a0360ee79c46", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1581, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48189069941bec450eeb5c9a30060ec99061cb1389ff160440a478ddaac7cd64" }, "receipt_sha256": "48189069941bec450eeb5c9a30060ec99061cb1389ff160440a478ddaac7cd64" }, { "storm_id": "845018", "lat": 44.645, "lon": -89.115, "motion_east": 10.5, "motion_south": 0.5, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1896.0, "ebshear": 41.0, "srh01": 45.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 2.1742 }, { "name": "tau", "value": 1.5254 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1539 }, "coherence_score": 1.5253716707229614, "coherence_diagnostics": { "tau": 1.5253716707229614, "grad_tau": 0.395661860704422, "torsion": 0.0, "alignment": 2.1742143630981445, "S_field": 0.1577630341053009, "Gamma_field": 0.16979166865348816, "S_over_Gamma": 0.929156482219696, "Da": 10.002486228942871, "E_coh": 0.04980902373790741, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.14, 44.68 ], [ -89.09, 44.67 ], [ -89.07, 44.65 ], [ -89.07, 44.62 ], [ -89.09, 44.6 ], [ -89.12, 44.6 ], [ -89.13, 44.63 ], [ -89.15, 44.65 ], [ -89.15, 44.67 ], [ -89.14, 44.68 ] ] ] }, "raw_probability": 0.1539, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cc40cf5d26235168f88f3afe27d675922a9dd7c4ba5e068c468c38648bf81477", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1539, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "81be5825ce543ed3c52b6b6ba314fc13a3bc78ded0bf236d2c856f63dc09c708" }, "receipt_sha256": "81be5825ce543ed3c52b6b6ba314fc13a3bc78ded0bf236d2c856f63dc09c708" }, { "storm_id": "845938", "lat": 44.5243, "lon": -88.7757, "motion_east": 10.1, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1858.0, "ebshear": 40.0, "srh01": 39.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 2.1742 }, { "name": "tau", "value": 1.5254 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1539 }, "coherence_score": 1.5253716707229614, "coherence_diagnostics": { "tau": 1.5253716707229614, "grad_tau": 0.395661860704422, "torsion": 0.0, "alignment": 2.1742143630981445, "S_field": 0.1577630341053009, "Gamma_field": 0.16979166865348816, "S_over_Gamma": 0.929156482219696, "Da": 10.002486228942871, "E_coh": 0.04980902373790741, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.81, 44.55 ], [ -88.76, 44.55 ], [ -88.75, 44.54 ], [ -88.75, 44.5 ], [ -88.74, 44.49 ], [ -88.81, 44.49 ], [ -88.81, 44.55 ] ] ] }, "raw_probability": 0.1539, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cc40cf5d26235168f88f3afe27d675922a9dd7c4ba5e068c468c38648bf81477", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1539, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "81be5825ce543ed3c52b6b6ba314fc13a3bc78ded0bf236d2c856f63dc09c708" }, "receipt_sha256": "81be5825ce543ed3c52b6b6ba314fc13a3bc78ded0bf236d2c856f63dc09c708" }, { "storm_id": "846184", "lat": 44.6727, "lon": -88.9113, "motion_east": 10.3, "motion_south": 0.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1689.0, "ebshear": 41.0, "srh01": 46.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 2.1742 }, { "name": "tau", "value": 1.5254 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1539 }, "coherence_score": 1.5253716707229614, "coherence_diagnostics": { "tau": 1.5253716707229614, "grad_tau": 0.395661860704422, "torsion": 0.0, "alignment": 2.1742143630981445, "S_field": 0.1577630341053009, "Gamma_field": 0.16979166865348816, "S_over_Gamma": 0.929156482219696, "Da": 10.002486228942871, "E_coh": 0.04980902373790741, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.87, 44.71 ], [ -88.86, 44.71 ], [ -88.84, 44.69 ], [ -88.84, 44.65 ], [ -88.85, 44.64 ], [ -88.92, 44.64 ], [ -88.93, 44.65 ], [ -88.98, 44.64 ], [ -88.99, 44.65 ], [ -88.99, 44.67 ], [ -88.98, 44.68 ], [ -88.94, 44.67 ], [ -88.92, 44.69 ], [ -88.89, 44.69 ], [ -88.87, 44.71 ] ] ] }, "raw_probability": 0.1539, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cc40cf5d26235168f88f3afe27d675922a9dd7c4ba5e068c468c38648bf81477", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1539, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "81be5825ce543ed3c52b6b6ba314fc13a3bc78ded0bf236d2c856f63dc09c708" }, "receipt_sha256": "81be5825ce543ed3c52b6b6ba314fc13a3bc78ded0bf236d2c856f63dc09c708" }, { "storm_id": "846312", "lat": 43.6478, "lon": -92.3956, "motion_east": 11.5, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2170.0, "ebshear": 35.0, "srh01": 36.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": -0.0387 }, { "name": "tau", "value": 1.7642 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1507 }, "coherence_score": 1.7641586065292358, "coherence_diagnostics": { "tau": 1.7641586065292358, "grad_tau": 0.7128211259841919, "torsion": 0.0, "alignment": -0.038704872131347656, "S_field": 0.4119604229927063, "Gamma_field": 0.3881250321865082, "S_over_Gamma": 1.0614116191864014, "Da": 23.50456428527832, "E_coh": 0.55142742395401, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.41, 43.68 ], [ -92.39, 43.68 ], [ -92.36, 43.66 ], [ -92.36, 43.63 ], [ -92.38, 43.61 ], [ -92.41, 43.61 ], [ -92.42, 43.62 ], [ -92.42, 43.66 ], [ -92.41, 43.68 ] ] ] }, "raw_probability": 0.1507, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "423f810763937274f26eb9dd27f045ae5ed30d6fd35150736162e002618095fb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1507, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "63f083bc2246454c664c010957a97ef58b334d49ef1405e7934e82e7043018d1" }, "receipt_sha256": "63f083bc2246454c664c010957a97ef58b334d49ef1405e7934e82e7043018d1" }, { "storm_id": "846364", "lat": 38.0925, "lon": -78.7258, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1700.0, "ebshear": 23.0, "srh01": 47.0, "maxllaz": 0.002, "mesh": 0.36, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 51.2623 }, { "name": "alignment", "value": 5.7747 }, { "name": "tau", "value": 1.9671 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1474 }, "coherence_score": 1.9671329259872437, "coherence_diagnostics": { "tau": 1.9671329259872437, "grad_tau": 0.1909879893064499, "torsion": 0.0, "alignment": 5.774696350097656, "S_field": 0.3377304673194885, "Gamma_field": 0.2172916680574417, "S_over_Gamma": 1.5542725324630737, "Da": 12.960358619689941, "E_coh": 0.8229089975357056, "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": [ [ [ -78.76, 38.13 ], [ -78.68, 38.13 ], [ -78.66, 38.12 ], [ -78.66, 38.1 ], [ -78.64, 38.07 ], [ -78.68, 38.05 ], [ -78.77, 38.05 ], [ -78.78, 38.04 ], [ -78.77, 38.06 ], [ -78.77, 38.11 ], [ -78.78, 38.12 ], [ -78.76, 38.13 ] ] ] }, "raw_probability": 0.1474, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d916a40f8367db4991c4594703a08ae8d33a1eb0cdf7881dce44416b0fdf898e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1474, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f8c0966208c30e35ffe3bcf57e7ff9b49d9b56a5fb844fc1c1f7420444d0e0cb" }, "receipt_sha256": "f8c0966208c30e35ffe3bcf57e7ff9b49d9b56a5fb844fc1c1f7420444d0e0cb" }, { "storm_id": "845241", "lat": 35.1978, "lon": -89.4156, "motion_east": 2.1, "motion_south": 3.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2783.0, "ebshear": 23.0, "srh01": 87.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 87.0 }, { "name": "hrrr_pwat", "value": 29.8873 }, { "name": "alignment", "value": 0.5998 }, { "name": "tau", "value": 2.8949 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1413 }, "coherence_score": 2.894871711730957, "coherence_diagnostics": { "tau": 2.894871711730957, "grad_tau": 0.5085203051567078, "torsion": 0.0, "alignment": 0.5997806191444397, "S_field": 0.5331170558929443, "Gamma_field": 0.27395835518836975, "S_over_Gamma": 1.9459784030914307, "Da": 16.77034568786621, "E_coh": 0.9323549270629883, "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": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.39, 35.25 ], [ -89.36, 35.23 ], [ -89.36, 35.18 ], [ -89.41, 35.14 ], [ -89.46, 35.14 ], [ -89.47, 35.15 ], [ -89.47, 35.2 ], [ -89.43, 35.24 ], [ -89.39, 35.25 ] ] ] }, "raw_probability": 0.1413, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f6fa3608cd8e509f45f9ab86ec5fc5c1d9358d845d240afce9c56ec10b749905", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1413, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c6863860953e0b2b1abef00b9415d6ff7ca85baee769c1a32c63be50667e3934" }, "receipt_sha256": "c6863860953e0b2b1abef00b9415d6ff7ca85baee769c1a32c63be50667e3934" }, { "storm_id": "844978", "lat": 35.1967, "lon": -75.7856, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2814.0, "ebshear": 26.0, "srh01": 70.0, "maxllaz": 0.006, "mesh": 0.19, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 49.3873 }, { "name": "alignment", "value": 1.5255 }, { "name": "tau", "value": 3.1193 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.139 }, "coherence_score": 3.1193294525146484, "coherence_diagnostics": { "tau": 3.1193294525146484, "grad_tau": 0.4326630234718323, "torsion": 0.0, "alignment": 1.5254706144332886, "S_field": 1.1689127683639526, "Gamma_field": 0.3172916769981384, "S_over_Gamma": 3.6840322017669678, "Da": 18.7646427154541, "E_coh": 0.9853442311286926, "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": [ [ [ -75.8, 35.23 ], [ -75.78, 35.23 ], [ -75.75, 35.21 ], [ -75.75, 35.18 ], [ -75.77, 35.15 ], [ -75.78, 35.15 ], [ -75.82, 35.18 ], [ -75.82, 35.21 ], [ -75.8, 35.23 ] ] ] }, "raw_probability": 0.139, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "80ce87a21c68765feb0f24e36f3e0080a07c70ab1701cc9718e3011b8c1c792a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.139, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ec3efaf43138516db23d7445c87ec63c921c50821f0fcb03ea87b1e3f30e50b3" }, "receipt_sha256": "ec3efaf43138516db23d7445c87ec63c921c50821f0fcb03ea87b1e3f30e50b3" }, { "storm_id": "845737", "lat": 44.4312, "lon": -89.16, "motion_east": 10.7, "motion_south": 0.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2152.0, "ebshear": 40.0, "srh01": 40.0, "maxllaz": 0.01, "mesh": 1.02, "flash_rate": 27.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 40.2623 }, { "name": "alignment", "value": 1.5055 }, { "name": "tau", "value": 1.9495 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.1367 }, "coherence_score": 1.9494743347167969, "coherence_diagnostics": { "tau": 1.9494743347167969, "grad_tau": 0.4856051802635193, "torsion": 0.0, "alignment": 1.5054700374603271, "S_field": 0.364795058965683, "Gamma_field": 0.23729166388511658, "S_over_Gamma": 1.537327766418457, "Da": 14.02790641784668, "E_coh": 0.7468317151069641, "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": [ [ [ -89.16, 44.51 ], [ -89.1, 44.51 ], [ -89.09, 44.5 ], [ -89.07, 44.5 ], [ -89.06, 44.49 ], [ -89.06, 44.44 ], [ -89.13, 44.36 ], [ -89.17, 44.35 ], [ -89.18, 44.34 ], [ -89.19, 44.35 ], [ -89.21, 44.35 ], [ -89.23, 44.37 ], [ -89.24, 44.41 ], [ -89.23, 44.42 ], [ -89.23, 44.44 ], [ -89.21, 44.48 ], [ -89.16, 44.51 ] ] ] }, "raw_probability": 0.1367, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "864322f78f741eb29e967fc536fa1b8e50b25bc38a82a9fce11d2b0c9a7b021c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1367, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d0da499ed61ef790e3e941ccc23d7f7c497eb17aa4a390fd9e8ac5b5ad6fca5" }, "receipt_sha256": "5d0da499ed61ef790e3e941ccc23d7f7c497eb17aa4a390fd9e8ac5b5ad6fca5" }, { "storm_id": "846152", "lat": 44.1829, "lon": -88.8843, "motion_east": 8.6, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2402.0, "ebshear": 39.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 40.2623 }, { "name": "alignment", "value": 1.5055 }, { "name": "tau", "value": 1.9495 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1329 }, "coherence_score": 1.9494743347167969, "coherence_diagnostics": { "tau": 1.9494743347167969, "grad_tau": 0.4856051802635193, "torsion": 0.0, "alignment": 1.5054700374603271, "S_field": 0.364795058965683, "Gamma_field": 0.23729166388511658, "S_over_Gamma": 1.537327766418457, "Da": 14.02790641784668, "E_coh": 0.7468317151069641, "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": [ [ [ -88.89, 44.21 ], [ -88.87, 44.21 ], [ -88.86, 44.2 ], [ -88.86, 44.14 ], [ -88.91, 44.14 ], [ -88.91, 44.17 ], [ -88.89, 44.21 ] ] ] }, "raw_probability": 0.1329, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d26aba779558a8617038df4a64fbbfb1d21afc34e01b81924b4d89f2bc786e85", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1329, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "902c79caaf4e1f71175f00c5469db0ddeb75d1bf8aaabfe7ecbce3d4ecf5092a" }, "receipt_sha256": "902c79caaf4e1f71175f00c5469db0ddeb75d1bf8aaabfe7ecbce3d4ecf5092a" }, { "storm_id": "845795", "lat": 49.5693, "lon": -70.6193, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1656.0, "ebshear": 29.0, "srh01": 66.0, "maxllaz": 0.002, "mesh": 0.21, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 30.1373 }, { "name": "alignment", "value": -1.6239 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1312 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.19079720973968506, "torsion": 0.0, "alignment": -1.6238718032836914, "S_field": 0.34631994366645813, "Gamma_field": 0.4747917056083679, "S_over_Gamma": 0.7294144630432129, "Da": 29.926979064941406, "E_coh": 0.43589165806770325, "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": [ [ [ -70.6, 49.66 ], [ -70.58, 49.65 ], [ -70.58, 49.6 ], [ -70.59, 49.59 ], [ -70.59, 49.57 ], [ -70.58, 49.56 ], [ -70.58, 49.51 ], [ -70.6, 49.49 ], [ -70.64, 49.48 ], [ -70.67, 49.5 ], [ -70.69, 49.54 ], [ -70.69, 49.57 ], [ -70.68, 49.59 ], [ -70.6, 49.66 ] ] ] }, "raw_probability": 0.1312, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "aa22a85a7a04c4a40547eafb93b95eb2bc795a29f57b752d30947453b6049106", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1312, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f1e677f54793bfba40568149bb383fca9399e7caa03186ae685bb019cd596caa" }, "receipt_sha256": "f1e677f54793bfba40568149bb383fca9399e7caa03186ae685bb019cd596caa" }, { "storm_id": "846146", "lat": 49.0387, "lon": -71.1107, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1252.0, "ebshear": 29.0, "srh01": 72.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 30.1373 }, { "name": "alignment", "value": -1.6239 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1312 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.19079720973968506, "torsion": 0.0, "alignment": -1.6238718032836914, "S_field": 0.34631994366645813, "Gamma_field": 0.4747917056083679, "S_over_Gamma": 0.7294144630432129, "Da": 29.926979064941406, "E_coh": 0.43589165806770325, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.19, 49.11 ], [ -71.15, 49.11 ], [ -71.13, 49.1 ], [ -71.11, 49.06 ], [ -71.09, 49.05 ], [ -71.05, 49.05 ], [ -71.03, 49.03 ], [ -71.03, 48.98 ], [ -71.04, 48.97 ], [ -71.09, 48.97 ], [ -71.11, 48.96 ], [ -71.11, 48.99 ], [ -71.16, 49.04 ], [ -71.18, 49.05 ], [ -71.19, 49.11 ] ] ] }, "raw_probability": 0.1312, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "aa22a85a7a04c4a40547eafb93b95eb2bc795a29f57b752d30947453b6049106", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1312, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f1e677f54793bfba40568149bb383fca9399e7caa03186ae685bb019cd596caa" }, "receipt_sha256": "f1e677f54793bfba40568149bb383fca9399e7caa03186ae685bb019cd596caa" }, { "storm_id": "845882", "lat": 46.5421, "lon": -82.7247, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 117.0, "ebshear": 31.0, "srh01": 73.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 37.0123 }, { "name": "alignment", "value": 1.0824 }, { "name": "tau", "value": 1.1227 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1306 }, "coherence_score": 1.1227343082427979, "coherence_diagnostics": { "tau": 1.1227343082427979, "grad_tau": 0.1730930209159851, "torsion": 0.0, "alignment": 1.0823702812194824, "S_field": 0.262479305267334, "Gamma_field": 0.18312500417232513, "S_over_Gamma": 1.4333341121673584, "Da": 10.62500286102295, "E_coh": 0.37264832854270935, "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": [ [ [ -82.67, 46.61 ], [ -82.65, 46.61 ], [ -82.62, 46.59 ], [ -82.63, 46.54 ], [ -82.65, 46.51 ], [ -82.66, 46.51 ], [ -82.69, 46.48 ], [ -82.71, 46.48 ], [ -82.75, 46.46 ], [ -82.79, 46.46 ], [ -82.83, 46.49 ], [ -82.83, 46.53 ], [ -82.82, 46.55 ], [ -82.81, 46.55 ], [ -82.79, 46.57 ], [ -82.76, 46.57 ], [ -82.73, 46.59 ], [ -82.71, 46.59 ], [ -82.67, 46.61 ] ] ] }, "raw_probability": 0.1306, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6fba3585d615c5bf98b3b3b041117d871c24ef580f428b706a22a174b85ea5bb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1306, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5ac92c36ddc9ccf62e11c81b284c1710ea50496f67b6848531712c545d4d83c5" }, "receipt_sha256": "5ac92c36ddc9ccf62e11c81b284c1710ea50496f67b6848531712c545d4d83c5" }, { "storm_id": "846272", "lat": 35.1167, "lon": -76.7722, "motion_east": 6.0, "motion_south": 5.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2951.0, "ebshear": 19.0, "srh01": 34.0, "maxllaz": 0.008, "mesh": 0.5, "flash_rate": 20.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 44.0123 }, { "name": "alignment", "value": 1.1038 }, { "name": "tau", "value": 2.5946 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.1255 }, "coherence_score": 2.5945816040039062, "coherence_diagnostics": { "tau": 2.5945816040039062, "grad_tau": 0.397268682718277, "torsion": 0.0, "alignment": 1.1037510633468628, "S_field": 0.6464484930038452, "Gamma_field": 0.4281250238418579, "S_over_Gamma": 1.5099525451660156, "Da": 26.199573516845703, "E_coh": 0.9631760716438293, "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": [ [ [ -76.79, 35.16 ], [ -76.76, 35.16 ], [ -76.72, 35.14 ], [ -76.71, 35.09 ], [ -76.74, 35.06 ], [ -76.78, 35.06 ], [ -76.83, 35.1 ], [ -76.83, 35.12 ], [ -76.79, 35.16 ] ] ] }, "raw_probability": 0.1255, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "afded19a9bcec99f579cf9896ad49a51252ec834ca7b5601333822d2b7e69c4b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1255, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba4e166f64ba9d9fe9e5f8a9d5d68d3c104423eeae165dee762489a72f4eba86" }, "receipt_sha256": "ba4e166f64ba9d9fe9e5f8a9d5d68d3c104423eeae165dee762489a72f4eba86" }, { "storm_id": "846115", "lat": 45.362, "lon": -89.56, "motion_east": 8.7, "motion_south": 1.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1597.0, "ebshear": 32.0, "srh01": 61.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 31.1373 }, { "name": "alignment", "value": 1.4916 }, { "name": "tau", "value": 1.0704 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1234 }, "coherence_score": 1.0704188346862793, "coherence_diagnostics": { "tau": 1.0704188346862793, "grad_tau": 0.32514792680740356, "torsion": 0.0, "alignment": 1.4916329383850098, "S_field": 0.13760343194007874, "Gamma_field": 0.25312501192092896, "S_over_Gamma": 0.5436185002326965, "Da": 15.188042640686035, "E_coh": 0.009581548161804676, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.57, 45.39 ], [ -89.52, 45.39 ], [ -89.53, 45.37 ], [ -89.53, 45.32 ], [ -89.56, 45.32 ], [ -89.57, 45.33 ], [ -89.57, 45.36 ], [ -89.59, 45.37 ], [ -89.59, 45.38 ], [ -89.57, 45.39 ] ] ] }, "raw_probability": 0.1234, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "50dad5634d9ff9455ff34dd8e95d24481f3e2c79a357bd977a353fdede083fcd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1234, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "22afc71515c8c301e03162d61af43133c821f177e0412dc33c294e28d2aac7c6" }, "receipt_sha256": "22afc71515c8c301e03162d61af43133c821f177e0412dc33c294e28d2aac7c6" }, { "storm_id": "845684", "lat": 43.8743, "lon": -92.515, "motion_east": 11.9, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2355.0, "ebshear": 34.0, "srh01": 54.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 38.1373 }, { "name": "alignment", "value": -0.2963 }, { "name": "tau", "value": 1.3748 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1221 }, "coherence_score": 1.3747801780700684, "coherence_diagnostics": { "tau": 1.3747801780700684, "grad_tau": 0.41696569323539734, "torsion": 0.0, "alignment": -0.29625821113586426, "S_field": 0.3361527621746063, "Gamma_field": 0.2656250298023224, "S_over_Gamma": 1.2655161619186401, "Da": 15.757247924804688, "E_coh": 0.5736044049263, "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": [ [ [ -92.47, 43.93 ], [ -92.4, 43.93 ], [ -92.39, 43.92 ], [ -92.39, 43.87 ], [ -92.42, 43.84 ], [ -92.44, 43.83 ], [ -92.58, 43.83 ], [ -92.59, 43.82 ], [ -92.63, 43.82 ], [ -92.64, 43.84 ], [ -92.64, 43.88 ], [ -92.62, 43.9 ], [ -92.53, 43.9 ], [ -92.47, 43.93 ] ] ] }, "raw_probability": 0.1221, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c9433b2d85b6564529bb03f2203a6a84aee82e72c467f888bcb80047496cdf3a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1221, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "900f9603726a2e4d4981d2d54c1514a8fd5898a23c416827d892e3b538bdd431" }, "receipt_sha256": "900f9603726a2e4d4981d2d54c1514a8fd5898a23c416827d892e3b538bdd431" }, { "storm_id": "845979", "lat": 44.8467, "lon": -109.1908, "motion_east": 5.1, "motion_south": 0.4, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 916.0, "ebshear": 31.0, "srh01": 35.0, "maxllaz": 0.001, "mesh": 0.34, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 11.7623 }, { "name": "alignment", "value": -3.8261 }, { "name": "tau", "value": 0.3002 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1174 }, "coherence_score": 0.3001658320426941, "coherence_diagnostics": { "tau": 0.3001658320426941, "grad_tau": 0.01121427584439516, "torsion": 0.0, "alignment": -3.8260509967803955, "S_field": 0.162430077791214, "Gamma_field": 0.8164583444595337, "S_over_Gamma": 0.19894471764564514, "Da": 48.333492279052734, "E_coh": 0.08398866653442383, "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, 44.89 ], [ -109.18, 44.89 ], [ -109.16, 44.88 ], [ -109.14, 44.86 ], [ -109.14, 44.82 ], [ -109.15, 44.81 ], [ -109.18, 44.81 ], [ -109.19, 44.82 ], [ -109.22, 44.82 ], [ -109.24, 44.83 ], [ -109.23, 44.84 ], [ -109.23, 44.89 ] ] ] }, "raw_probability": 0.1174, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a781d612ccc97b37ce76a2dfadb6e77d7cb5a8ca30182a8b8a3383c84b0e07fc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1174, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "615ee048924f011e22d5811904b38eb2df78ee4428319b7fece370da48f0c499" }, "receipt_sha256": "615ee048924f011e22d5811904b38eb2df78ee4428319b7fece370da48f0c499" }, { "storm_id": "845399", "lat": 44.175, "lon": -88.5879, "motion_east": 8.0, "motion_south": -2.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2455.0, "ebshear": 39.0, "srh01": 32.0, "maxllaz": 0.003, "mesh": 0.19, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 40.2623 }, { "name": "alignment", "value": 1.5055 }, { "name": "tau", "value": 1.9495 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1164 }, "coherence_score": 1.9494743347167969, "coherence_diagnostics": { "tau": 1.9494743347167969, "grad_tau": 0.4856051802635193, "torsion": 0.0, "alignment": 1.5054700374603271, "S_field": 0.364795058965683, "Gamma_field": 0.23729166388511658, "S_over_Gamma": 1.537327766418457, "Da": 14.02790641784668, "E_coh": 0.7468317151069641, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.64, 44.26 ], [ -88.57, 44.26 ], [ -88.57, 44.25 ], [ -88.5, 44.18 ], [ -88.5, 44.13 ], [ -88.52, 44.11 ], [ -88.54, 44.1 ], [ -88.57, 44.1 ], [ -88.59, 44.12 ], [ -88.62, 44.12 ], [ -88.65, 44.15 ], [ -88.66, 44.17 ], [ -88.66, 44.24 ], [ -88.64, 44.26 ] ] ] }, "raw_probability": 0.1164, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1c83a817109be1e957b8a6359abd6e19b8a3941ccc0d1b7b0abbb140181f6cff", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1164, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b0ce50ac44f8056b1f0d5e89aa5b27a026ef6974627bf46131c38fde3681357e" }, "receipt_sha256": "b0ce50ac44f8056b1f0d5e89aa5b27a026ef6974627bf46131c38fde3681357e" }, { "storm_id": "843978", "lat": 44.0688, "lon": -92.7025, "motion_east": 11.5, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2338.0, "ebshear": 36.0, "srh01": 43.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 38.1373 }, { "name": "alignment", "value": -0.2963 }, { "name": "tau", "value": 1.3748 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1123 }, "coherence_score": 1.3747801780700684, "coherence_diagnostics": { "tau": 1.3747801780700684, "grad_tau": 0.41696569323539734, "torsion": 0.0, "alignment": -0.29625821113586426, "S_field": 0.3361527621746063, "Gamma_field": 0.2656250298023224, "S_over_Gamma": 1.2655161619186401, "Da": 15.757247924804688, "E_coh": 0.5736044049263, "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": [ [ [ -92.7, 44.1 ], [ -92.64, 44.09 ], [ -92.64, 44.03 ], [ -92.75, 44.03 ], [ -92.75, 44.04 ], [ -92.72, 44.07 ], [ -92.72, 44.09 ], [ -92.7, 44.1 ] ] ] }, "raw_probability": 0.1123, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "02608f909ad5aa7b92535792b88ac62e71dac52092005f97ede441ad6ea93943", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1123, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "92c8121fe36bd76a35d4319054536dd5569899fe4543cee13c7561cd2090c08d" }, "receipt_sha256": "92c8121fe36bd76a35d4319054536dd5569899fe4543cee13c7561cd2090c08d" }, { "storm_id": "844991", "lat": 44.1744, "lon": -91.9722, "motion_east": 11.5, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2173.0, "ebshear": 36.0, "srh01": 46.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 40.0123 }, { "name": "alignment", "value": 0.6185 }, { "name": "tau", "value": 1.5532 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1091 }, "coherence_score": 1.5531810522079468, "coherence_diagnostics": { "tau": 1.5531810522079468, "grad_tau": 0.4844506084918976, "torsion": 0.0, "alignment": 0.6184978485107422, "S_field": 0.26931577920913696, "Gamma_field": 0.3422916829586029, "S_over_Gamma": 0.7868019938468933, "Da": 20.301166534423828, "E_coh": 0.6029290556907654, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.99, 44.2 ], [ -91.95, 44.2 ], [ -91.94, 44.19 ], [ -91.94, 44.15 ], [ -91.95, 44.14 ], [ -91.99, 44.14 ], [ -92.0, 44.16 ], [ -92.0, 44.19 ], [ -91.99, 44.2 ] ] ] }, "raw_probability": 0.1091, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a26fea5a06ea3a170f10022d66ec3bd5a7c58f387e3279f4576b227f4fa87825", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1091, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fe62f7249be72cc77edd40f5f86f7c88017c62d7436a4d149c8317d94a382854" }, "receipt_sha256": "fe62f7249be72cc77edd40f5f86f7c88017c62d7436a4d149c8317d94a382854" }, { "storm_id": "846263", "lat": 36.5522, "lon": -80.7011, "motion_east": 3.8, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1675.0, "ebshear": 23.0, "srh01": 34.0, "maxllaz": 0.004, "mesh": 0.31, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 0.6398 }, { "name": "tau", "value": 2.5061 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1085 }, "coherence_score": 2.5060508251190186, "coherence_diagnostics": { "tau": 2.5060508251190186, "grad_tau": 0.22598779201507568, "torsion": 0.0, "alignment": 0.6397597789764404, "S_field": 0.6873319745063782, "Gamma_field": 0.2239583283662796, "S_over_Gamma": 3.069017171859741, "Da": 13.42959976196289, "E_coh": 0.9215060472488403, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.71, 36.59 ], [ -80.67, 36.59 ], [ -80.65, 36.57 ], [ -80.67, 36.52 ], [ -80.69, 36.5 ], [ -80.73, 36.51 ], [ -80.74, 36.53 ], [ -80.74, 36.57 ], [ -80.71, 36.59 ] ] ] }, "raw_probability": 0.1085, "confidence_lo": 0.0017, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f9762c46c2d1579c4d97929b1a76d0e8e39f5f28691bd7a18ed2421d44fc5e38", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1085, "probability": 0.002318, "confidence_lo": 0.001745, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e4dbe3d84494c3ae8c5bab8969c095082f068ebe4b32bea9c07f7753a99e9a72" }, "receipt_sha256": "e4dbe3d84494c3ae8c5bab8969c095082f068ebe4b32bea9c07f7753a99e9a72" }, { "storm_id": "844697", "lat": 37.9419, "lon": -81.6538, "motion_east": 4.0, "motion_south": 3.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1807.0, "ebshear": 19.0, "srh01": 40.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 47.5123 }, { "name": "alignment", "value": 0.7266 }, { "name": "tau", "value": 2.3257 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1017 }, "coherence_score": 2.3256986141204834, "coherence_diagnostics": { "tau": 2.3256986141204834, "grad_tau": 0.4103021025657654, "torsion": 0.0, "alignment": 0.7265727519989014, "S_field": 0.6759464740753174, "Gamma_field": 0.2472916692495346, "S_over_Gamma": 2.7333977222442627, "Da": 14.951513290405273, "E_coh": 0.9487931132316589, "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": [ [ [ -81.67, 38.08 ], [ -81.65, 38.08 ], [ -81.62, 38.05 ], [ -81.6, 38.01 ], [ -81.6, 37.99 ], [ -81.57, 37.96 ], [ -81.57, 37.9 ], [ -81.56, 37.89 ], [ -81.61, 37.89 ], [ -81.62, 37.9 ], [ -81.64, 37.9 ], [ -81.67, 37.87 ], [ -81.67, 37.85 ], [ -81.68, 37.84 ], [ -81.71, 37.84 ], [ -81.74, 37.86 ], [ -81.74, 37.89 ], [ -81.72, 37.91 ], [ -81.69, 37.91 ], [ -81.67, 37.9 ], [ -81.65, 37.92 ], [ -81.66, 37.93 ], [ -81.66, 37.97 ], [ -81.68, 38.0 ], [ -81.68, 38.07 ], [ -81.67, 38.08 ] ] ] }, "raw_probability": 0.1017, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c90f475a7a5f702cba5ff7cadec28be112dd2e05f3abdbdf6c71563132ae1289", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1017, "probability": 0.001679, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "824320e9dc6aadd5ced882e6784569acd865bc345af87837e8d3c660469ba8e2" }, "receipt_sha256": "824320e9dc6aadd5ced882e6784569acd865bc345af87837e8d3c660469ba8e2" }, { "storm_id": "845780", "lat": 36.5789, "lon": -80.4556, "motion_east": 3.8, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2347.0, "ebshear": 24.0, "srh01": 44.0, "maxllaz": 0.006, "mesh": 0.13, "flash_rate": 17.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 0.6398 }, { "name": "tau", "value": 2.5061 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1008 }, "coherence_score": 2.5060508251190186, "coherence_diagnostics": { "tau": 2.5060508251190186, "grad_tau": 0.22598779201507568, "torsion": 0.0, "alignment": 0.6397597789764404, "S_field": 0.6873319745063782, "Gamma_field": 0.2239583283662796, "S_over_Gamma": 3.069017171859741, "Da": 13.42959976196289, "E_coh": 0.9215060472488403, "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": [ [ [ -80.48, 36.63 ], [ -80.43, 36.63 ], [ -80.4, 36.59 ], [ -80.4, 36.54 ], [ -80.44, 36.51 ], [ -80.46, 36.51 ], [ -80.51, 36.56 ], [ -80.5, 36.61 ], [ -80.48, 36.63 ] ] ] }, "raw_probability": 0.1008, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3f4076fce32f760256e384f0c54ba90ca9b9551d86250aaf61aecd746b09109e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.1008, "probability": 0.001679, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c2bb3c1b2dc46478a8b1cec9f15a9e88b72fe67cb6a2de0dc34c9529672fc235" }, "receipt_sha256": "c2bb3c1b2dc46478a8b1cec9f15a9e88b72fe67cb6a2de0dc34c9529672fc235" }, { "storm_id": "846255", "lat": 39.9867, "lon": -108.0878, "motion_east": 4.3, "motion_south": 2.5, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 804.0, "ebshear": 14.0, "srh01": 31.0, "maxllaz": 0.002, "mesh": 0.52, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 14.5123 }, { "name": "alignment", "value": -5.4322 }, { "name": "tau", "value": 0.2916 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0988 }, "coherence_score": 0.2915719747543335, "coherence_diagnostics": { "tau": 0.2915719747543335, "grad_tau": 0.07736529409885406, "torsion": 0.0, "alignment": -5.432177543640137, "S_field": 0.1796223372220993, "Gamma_field": 0.7981249690055847, "S_over_Gamma": 0.22505539655685425, "Da": 48.93364334106445, "E_coh": 0.3322955071926117, "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": [ [ [ -108.1, 40.03 ], [ -108.06, 40.03 ], [ -108.04, 40.01 ], [ -108.04, 39.96 ], [ -108.09, 39.93 ], [ -108.1, 39.93 ], [ -108.13, 39.96 ], [ -108.13, 40.0 ], [ -108.1, 40.03 ] ] ] }, "raw_probability": 0.0988, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f781bdd4e8fdf143d23d6596163a08ce86fabfdacc492708810fa8ca6ba72a34", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0988, "probability": 0.001679, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7bdc7a8f0346dafaef7ec0fb90d77325b475d0afbfba5e18451e27ec824f2634" }, "receipt_sha256": "7bdc7a8f0346dafaef7ec0fb90d77325b475d0afbfba5e18451e27ec824f2634" }, { "storm_id": "846182", "lat": 46.1618, "lon": -87.2836, "motion_east": 4.8, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1051.0, "ebshear": 34.0, "srh01": 64.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 30.1373 }, { "name": "alignment", "value": 4.7295 }, { "name": "tau", "value": 1.0363 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0979 }, "coherence_score": 1.0362622737884521, "coherence_diagnostics": { "tau": 1.0362622737884521, "grad_tau": 0.3025956451892853, "torsion": 0.0, "alignment": 4.729487895965576, "S_field": 0.1329738199710846, "Gamma_field": 0.15000000596046448, "S_over_Gamma": 0.8864920735359192, "Da": 8.866800308227539, "E_coh": 0.4489489197731018, "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": [ [ [ -87.31, 46.2 ], [ -87.25, 46.2 ], [ -87.23, 46.19 ], [ -87.25, 46.16 ], [ -87.25, 46.14 ], [ -87.24, 46.13 ], [ -87.27, 46.11 ], [ -87.37, 46.11 ], [ -87.32, 46.15 ], [ -87.32, 46.19 ], [ -87.31, 46.2 ] ] ] }, "raw_probability": 0.0979, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7606279192147c6eb42898421225498bdde90e334cb1fd74ebe0c57d4dc97954", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0979, "probability": 0.001678, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ab0838edd0966186a9bdb6a40afce03c3e00ab7a3361be8a14f7f71e961a838b" }, "receipt_sha256": "ab0838edd0966186a9bdb6a40afce03c3e00ab7a3361be8a14f7f71e961a838b" }, { "storm_id": "846381", "lat": 44.4877, "lon": -92.9185, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1729.0, "ebshear": 44.0, "srh01": 85.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 85.0 }, { "name": "hrrr_pwat", "value": 30.6373 }, { "name": "alignment", "value": -0.2204 }, { "name": "tau", "value": 1.0633 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0979 }, "coherence_score": 1.0633330345153809, "coherence_diagnostics": { "tau": 1.0633330345153809, "grad_tau": 0.3058762550354004, "torsion": 0.0, "alignment": -0.2204037755727768, "S_field": 0.14717426896095276, "Gamma_field": 0.22895832359790802, "S_over_Gamma": 0.6427993774414062, "Da": 13.711004257202148, "E_coh": 0.3925063908100128, "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": [ [ [ -92.95, 44.53 ], [ -92.9, 44.53 ], [ -92.88, 44.52 ], [ -92.88, 44.49 ], [ -92.89, 44.48 ], [ -92.88, 44.46 ], [ -92.89, 44.45 ], [ -92.93, 44.45 ], [ -92.94, 44.46 ], [ -92.96, 44.46 ], [ -92.94, 44.48 ], [ -92.95, 44.5 ], [ -92.95, 44.53 ] ] ] }, "raw_probability": 0.0979, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7606279192147c6eb42898421225498bdde90e334cb1fd74ebe0c57d4dc97954", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0979, "probability": 0.001678, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ab0838edd0966186a9bdb6a40afce03c3e00ab7a3361be8a14f7f71e961a838b" }, "receipt_sha256": "ab0838edd0966186a9bdb6a40afce03c3e00ab7a3361be8a14f7f71e961a838b" }, { "storm_id": "846054", "lat": 48.4022, "lon": -72.6044, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0016, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1032.0, "ebshear": 31.0, "srh01": 62.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 32.0123 }, { "name": "alignment", "value": -4.6947 }, { "name": "tau", "value": 0.3285 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0947 }, "coherence_score": 0.3284805417060852, "coherence_diagnostics": { "tau": 0.3284805417060852, "grad_tau": 0.2259339690208435, "torsion": 0.0, "alignment": -4.694673538208008, "S_field": 0.35293102264404297, "Gamma_field": 0.3422916829586029, "S_over_Gamma": 1.0310826301574707, "Da": 20.408124923706055, "E_coh": 0.6817198991775513, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.6, 48.43 ], [ -72.58, 48.43 ], [ -72.57, 48.41 ], [ -72.58, 48.37 ], [ -72.6, 48.36 ], [ -72.65, 48.36 ], [ -72.65, 48.41 ], [ -72.61, 48.42 ], [ -72.6, 48.43 ] ] ] }, "raw_probability": 0.0947, "confidence_lo": 0.0013, "confidence_hi": 0.0016, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dbbf7c78610d005471a9d95d6708d389186b9b5cabe7abbcf4af58ab8ab2c49d", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0947, "probability": 0.001643, "confidence_lo": 0.001347, "confidence_hi": 0.001643, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c60b32f669eb7866aa95dcbefbb37710e402b0b8cacbcb85c71221f59410f8ba" }, "receipt_sha256": "c60b32f669eb7866aa95dcbefbb37710e402b0b8cacbcb85c71221f59410f8ba" }, { "storm_id": "844701", "lat": 34.6968, "lon": -77.6674, "motion_east": 6.2, "motion_south": 3.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2995.0, "ebshear": 15.0, "srh01": 40.0, "maxllaz": 0.004, "mesh": 0.13, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": 0.84 }, { "name": "tau", "value": 2.3422 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0936 }, "coherence_score": 2.3422136306762695, "coherence_diagnostics": { "tau": 2.3422136306762695, "grad_tau": 0.22416839003562927, "torsion": 0.0, "alignment": 0.8399569988250732, "S_field": 0.3025984466075897, "Gamma_field": 0.4272916913032532, "S_over_Gamma": 0.7081776857376099, "Da": 25.475173950195312, "E_coh": 0.8622919917106628, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.67, 34.79 ], [ -77.64, 34.79 ], [ -77.63, 34.78 ], [ -77.59, 34.77 ], [ -77.58, 34.75 ], [ -77.58, 34.71 ], [ -77.59, 34.69 ], [ -77.63, 34.64 ], [ -77.64, 34.64 ], [ -77.68, 34.61 ], [ -77.7, 34.61 ], [ -77.71, 34.62 ], [ -77.72, 34.61 ], [ -77.76, 34.62 ], [ -77.74, 34.66 ], [ -77.74, 34.68 ], [ -77.71, 34.71 ], [ -77.7, 34.77 ], [ -77.67, 34.79 ] ] ] }, "raw_probability": 0.0936, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ddfc855f269df37340e17dffb53c8147fc01d4a54bc46f7f597f04a94d27e0aa", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0936, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e7c25bb8fbf64b4fadce3f144c02624d8a737e17f1054367399dc3d03266fee0" }, "receipt_sha256": "e7c25bb8fbf64b4fadce3f144c02624d8a737e17f1054367399dc3d03266fee0" }, { "storm_id": "846348", "lat": 44.5175, "lon": -93.2175, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1363.0, "ebshear": 46.0, "srh01": 84.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 33.5123 }, { "name": "alignment", "value": -1.3183 }, { "name": "tau", "value": 0.9227 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0932 }, "coherence_score": 0.9226987957954407, "coherence_diagnostics": { "tau": 0.9226987957954407, "grad_tau": 0.21810688078403473, "torsion": 0.0, "alignment": -1.318299412727356, "S_field": 0.15513204038143158, "Gamma_field": 0.23895832896232605, "S_over_Gamma": 0.6492012143135071, "Da": 14.234724044799805, "E_coh": 0.047941725701093674, "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": [ [ [ -93.2, 44.55 ], [ -93.18, 44.54 ], [ -93.17, 44.55 ], [ -93.13, 44.55 ], [ -93.15, 44.54 ], [ -93.15, 44.51 ], [ -93.14, 44.5 ], [ -93.17, 44.48 ], [ -93.27, 44.47 ], [ -93.29, 44.45 ], [ -93.32, 44.48 ], [ -93.32, 44.51 ], [ -93.31, 44.52 ], [ -93.27, 44.54 ], [ -93.21, 44.54 ], [ -93.2, 44.55 ] ] ] }, "raw_probability": 0.0932, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1a521034e7125cf243ebf24732e9e15b18be888ebe4c4007d82690a188655c47", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0932, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "557d0522b7449e8506efddb6f7e626a761c320c97d41f88887f3c9cc7987cbab" }, "receipt_sha256": "557d0522b7449e8506efddb6f7e626a761c320c97d41f88887f3c9cc7987cbab" }, { "storm_id": "846148", "lat": 48.2389, "lon": -73.1033, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 927.0, "ebshear": 29.0, "srh01": 44.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 32.0123 }, { "name": "alignment", "value": -4.6947 }, { "name": "tau", "value": 0.3285 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.093 }, "coherence_score": 0.3284805417060852, "coherence_diagnostics": { "tau": 0.3284805417060852, "grad_tau": 0.2259339690208435, "torsion": 0.0, "alignment": -4.694673538208008, "S_field": 0.35293102264404297, "Gamma_field": 0.3422916829586029, "S_over_Gamma": 1.0310826301574707, "Da": 20.408124923706055, "E_coh": 0.6817198991775513, "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": [ [ [ -73.13, 48.27 ], [ -73.07, 48.27 ], [ -73.06, 48.26 ], [ -73.06, 48.21 ], [ -73.07, 48.2 ], [ -73.13, 48.2 ], [ -73.14, 48.21 ], [ -73.14, 48.26 ], [ -73.13, 48.27 ] ] ] }, "raw_probability": 0.093, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "22deee8933456b52b2b8490fc2925c223ddeebb6c8b3875c7acc887e9e9de5d4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.093, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "25a1ce69650ec27ad6f2220b3c7aab25b3703daa0d6cb9b9e53a0d0f6b66f765" }, "receipt_sha256": "25a1ce69650ec27ad6f2220b3c7aab25b3703daa0d6cb9b9e53a0d0f6b66f765" }, { "storm_id": "846378", "lat": 45.4862, "lon": -89.0812, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1562.0, "ebshear": 34.0, "srh01": 58.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 32.2623 }, { "name": "alignment", "value": 4.7523 }, { "name": "tau", "value": 1.1851 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0926 }, "coherence_score": 1.1851308345794678, "coherence_diagnostics": { "tau": 1.1851308345794678, "grad_tau": 0.34428495168685913, "torsion": 0.0, "alignment": 4.752270698547363, "S_field": 0.14526021480560303, "Gamma_field": 0.15000000596046448, "S_over_Gamma": 0.9684013724327087, "Da": 9.034823417663574, "E_coh": 0.3052748739719391, "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": [ [ [ -89.09, 45.51 ], [ -89.06, 45.51 ], [ -89.05, 45.5 ], [ -89.05, 45.44 ], [ -89.1, 45.44 ], [ -89.1, 45.48 ], [ -89.11, 45.5 ], [ -89.09, 45.51 ] ] ] }, "raw_probability": 0.0926, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c9560a878e2c220caac4e9b6a8cce31326ce1d36753596dd67e63f43b0868b97", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0926, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "efc48f01d67d655b845ebb584e94c2f5d1f82313be9ca0de2c2c68e59e5a3e43" }, "receipt_sha256": "efc48f01d67d655b845ebb584e94c2f5d1f82313be9ca0de2c2c68e59e5a3e43" }, { "storm_id": "846053", "lat": 48.45, "lon": -72.473, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1102.0, "ebshear": 32.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 32.0123 }, { "name": "alignment", "value": -4.6947 }, { "name": "tau", "value": 0.3285 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0916 }, "coherence_score": 0.3284805417060852, "coherence_diagnostics": { "tau": 0.3284805417060852, "grad_tau": 0.2259339690208435, "torsion": 0.0, "alignment": -4.694673538208008, "S_field": 0.35293102264404297, "Gamma_field": 0.3422916829586029, "S_over_Gamma": 1.0310826301574707, "Da": 20.408124923706055, "E_coh": 0.6817198991775513, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.47, 48.49 ], [ -72.43, 48.49 ], [ -72.42, 48.48 ], [ -72.42, 48.43 ], [ -72.46, 48.41 ], [ -72.5, 48.41 ], [ -72.51, 48.42 ], [ -72.53, 48.42 ], [ -72.52, 48.46 ], [ -72.47, 48.49 ] ] ] }, "raw_probability": 0.0916, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "817820d0196843f622cde3ea10209ce9c7afe3994c5cc34741a356c1fcc47dc6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0916, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f59f5d2ba2601ef9eb6a9e068c7eefb5b5a8c9832f82251e82e5006e6814fc69" }, "receipt_sha256": "f59f5d2ba2601ef9eb6a9e068c7eefb5b5a8c9832f82251e82e5006e6814fc69" }, { "storm_id": "846266", "lat": 35.6962, "lon": -85.8685, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2235.0, "ebshear": 25.0, "srh01": 31.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 48.6373 }, { "name": "alignment", "value": -1.0358 }, { "name": "tau", "value": 3.4949 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0906 }, "coherence_score": 3.4949498176574707, "coherence_diagnostics": { "tau": 3.4949498176574707, "grad_tau": 0.3908786475658417, "torsion": 0.0, "alignment": -1.0357840061187744, "S_field": 0.9803329110145569, "Gamma_field": 0.29479166865348816, "S_over_Gamma": 3.3255109786987305, "Da": 17.472190856933594, "E_coh": 0.9460548162460327, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.9, 35.74 ], [ -85.88, 35.7 ], [ -85.87, 35.7 ], [ -85.85, 35.72 ], [ -85.84, 35.71 ], [ -85.83, 35.69 ], [ -85.83, 35.67 ], [ -85.84, 35.66 ], [ -85.86, 35.66 ], [ -85.87, 35.67 ], [ -85.91, 35.66 ], [ -85.91, 35.73 ], [ -85.9, 35.74 ] ] ] }, "raw_probability": 0.0906, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2cdc328a954d869b3cb2ac1669a474a76c6816e3c77534076ca5c490afd76007", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0906, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0ea0ef58d876e8c45a9be3c7ab9380a894bbd3034dc3ac159ff0eee282fb07bd" }, "receipt_sha256": "0ea0ef58d876e8c45a9be3c7ab9380a894bbd3034dc3ac159ff0eee282fb07bd" }, { "storm_id": "846250", "lat": 44.0108, "lon": -88.7133, "motion_east": 7.9, "motion_south": -2.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2617.0, "ebshear": 36.0, "srh01": 28.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 40.2623 }, { "name": "alignment", "value": 1.5055 }, { "name": "tau", "value": 1.9495 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.09 }, "coherence_score": 1.9494743347167969, "coherence_diagnostics": { "tau": 1.9494743347167969, "grad_tau": 0.4856051802635193, "torsion": 0.0, "alignment": 1.5054700374603271, "S_field": 0.364795058965683, "Gamma_field": 0.23729166388511658, "S_over_Gamma": 1.537327766418457, "Da": 14.02790641784668, "E_coh": 0.7468317151069641, "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": [ [ [ -88.74, 44.05 ], [ -88.68, 44.05 ], [ -88.66, 44.03 ], [ -88.65, 43.97 ], [ -88.7, 43.97 ], [ -88.71, 43.98 ], [ -88.73, 43.98 ], [ -88.74, 43.99 ], [ -88.73, 44.0 ], [ -88.73, 44.02 ], [ -88.75, 44.04 ], [ -88.74, 44.05 ] ] ] }, "raw_probability": 0.09, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.09, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5224f9bff1efefb9bdd051aff4e78d4a82268eb6f9f4f607b2769a0bbffd45b1" }, "receipt_sha256": "5224f9bff1efefb9bdd051aff4e78d4a82268eb6f9f4f607b2769a0bbffd45b1" }, { "storm_id": "846145", "lat": 49.5177, "lon": -70.3438, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1725.0, "ebshear": 29.0, "srh01": 78.0, "maxllaz": 0.002, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 78.0 }, { "name": "hrrr_pwat", "value": 25.0123 }, { "name": "alignment", "value": -2.6864 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0882 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.18457356095314026, "torsion": 0.0, "alignment": -2.6863718032836914, "S_field": 0.1830708235502243, "Gamma_field": 0.33229169249534607, "S_over_Gamma": 0.5509340763092041, "Da": 20.768413543701172, "E_coh": 0.5219659805297852, "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": [ [ [ -70.36, 49.57 ], [ -70.32, 49.57 ], [ -70.28, 49.54 ], [ -70.27, 49.51 ], [ -70.29, 49.48 ], [ -70.33, 49.48 ], [ -70.34, 49.47 ], [ -70.35, 49.48 ], [ -70.38, 49.48 ], [ -70.4, 49.5 ], [ -70.4, 49.53 ], [ -70.39, 49.55 ], [ -70.36, 49.57 ] ] ] }, "raw_probability": 0.0882, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8df9ae053f670df778acc71a84aa20d3f55773249bcf316e9eaec6210927611c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0882, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01fe0510587558662fa52fb7c56a232c0a556d8aac0d56ea52783442f6734799" }, "receipt_sha256": "01fe0510587558662fa52fb7c56a232c0a556d8aac0d56ea52783442f6734799" }, { "storm_id": "846391", "lat": 38.1708, "lon": -79.4777, "motion_east": 0.0, "motion_south": -2.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1029.0, "ebshear": 14.0, "srh01": 18.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 50.3873 }, { "name": "alignment", "value": -2.395 }, { "name": "tau", "value": 2.0941 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0874 }, "coherence_score": 2.0940659046173096, "coherence_diagnostics": { "tau": 2.0940659046173096, "grad_tau": 0.2505709230899811, "torsion": 0.0, "alignment": -2.3950343132019043, "S_field": 0.9238198399543762, "Gamma_field": 0.22979165613651276, "S_over_Gamma": 4.020249843597412, "Da": 13.787886619567871, "E_coh": 0.917144238948822, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.46, 38.21 ], [ -79.45, 38.21 ], [ -79.43, 38.19 ], [ -79.46, 38.16 ], [ -79.46, 38.14 ], [ -79.48, 38.14 ], [ -79.49, 38.13 ], [ -79.52, 38.14 ], [ -79.52, 38.15 ], [ -79.5, 38.17 ], [ -79.5, 38.19 ], [ -79.48, 38.18 ], [ -79.46, 38.21 ] ] ] }, "raw_probability": 0.0874, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c84f5bd5129df127984e4516c3a570500318d25953cb8d496fda9036b3963b25", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0874, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "508f8b7ebccb03d4b46f6aa1865804517618723b2147a7a1f14a97a78c221076" }, "receipt_sha256": "508f8b7ebccb03d4b46f6aa1865804517618723b2147a7a1f14a97a78c221076" }, { "storm_id": "845574", "lat": 44.9733, "lon": -90.09, "motion_east": 4.3, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2021.0, "ebshear": 32.0, "srh01": 57.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 38.2623 }, { "name": "alignment", "value": 0.7081 }, { "name": "tau", "value": 1.409 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.086 }, "coherence_score": 1.4089850187301636, "coherence_diagnostics": { "tau": 1.4089850187301636, "grad_tau": 0.38885870575904846, "torsion": 0.0, "alignment": 0.7081470489501953, "S_field": 0.14849375188350677, "Gamma_field": 0.19479165971279144, "S_over_Gamma": 0.762320876121521, "Da": 11.655292510986328, "E_coh": 0.400017648935318, "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": [ [ [ -90.09, 45.0 ], [ -90.07, 45.0 ], [ -90.06, 44.99 ], [ -90.06, 44.95 ], [ -90.07, 44.94 ], [ -90.11, 44.94 ], [ -90.13, 44.96 ], [ -90.13, 44.98 ], [ -90.09, 45.0 ] ] ] }, "raw_probability": 0.086, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3d77a162610d00c9193bb42b029ca8cf4147242f67a49bca4918445b708f895f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.086, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1fa26c093b42addbc8b031996a72a10dbfa6148e923cfd06ca299b816d4a76eb" }, "receipt_sha256": "1fa26c093b42addbc8b031996a72a10dbfa6148e923cfd06ca299b816d4a76eb" }, { "storm_id": "846247", "lat": 48.5389, "lon": -71.83, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1682.0, "ebshear": 32.0, "srh01": 62.0, "maxllaz": 0.004, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 29.2623 }, { "name": "alignment", "value": -3.1506 }, { "name": "tau", "value": 0.25 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.086 }, "coherence_score": 0.24998348951339722, "coherence_diagnostics": { "tau": 0.24998348951339722, "grad_tau": 0.17954501509666443, "torsion": 0.0, "alignment": -3.1505706310272217, "S_field": 0.24492746591567993, "Gamma_field": 0.34062501788139343, "S_over_Gamma": 0.7190530896186829, "Da": 20.398876190185547, "E_coh": 0.6255747079849243, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.85, 48.58 ], [ -71.82, 48.58 ], [ -71.78, 48.55 ], [ -71.78, 48.5 ], [ -71.79, 48.49 ], [ -71.84, 48.49 ], [ -71.88, 48.52 ], [ -71.88, 48.56 ], [ -71.85, 48.58 ] ] ] }, "raw_probability": 0.086, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3d77a162610d00c9193bb42b029ca8cf4147242f67a49bca4918445b708f895f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.086, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1fa26c093b42addbc8b031996a72a10dbfa6148e923cfd06ca299b816d4a76eb" }, "receipt_sha256": "1fa26c093b42addbc8b031996a72a10dbfa6148e923cfd06ca299b816d4a76eb" }, { "storm_id": "846103", "lat": 33.9768, "lon": -76.9134, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4389.0, "ebshear": 21.0, "srh01": 44.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 50.0123 }, { "name": "alignment", "value": 2.1236 }, { "name": "tau", "value": 3.0023 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0847 }, "coherence_score": 3.0023458003997803, "coherence_diagnostics": { "tau": 3.0023458003997803, "grad_tau": 0.573755145072937, "torsion": 0.0, "alignment": 2.123645305633545, "S_field": 0.8472249507904053, "Gamma_field": 0.35479170083999634, "S_over_Gamma": 2.3879504203796387, "Da": 21.900331497192383, "E_coh": 0.9514589309692383, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.93, 34.11 ], [ -76.92, 34.11 ], [ -76.91, 34.11 ], [ -76.9, 34.11 ], [ -76.89, 34.11 ], [ -76.88, 34.11 ], [ -76.87, 34.11 ], [ -76.86, 34.1 ], [ -76.85, 34.1 ], [ -76.84, 34.09 ], [ -76.84, 34.08 ], [ -76.83, 34.07 ], [ -76.82, 34.06 ], [ -76.82, 34.05 ], [ -76.81, 34.04 ], [ -76.8, 34.04 ], [ -76.79, 34.04 ], [ -76.78, 34.04 ], [ -76.77, 34.04 ], [ -76.77, 34.03 ], [ -76.77, 34.02 ], [ -76.77, 34.01 ], [ -76.77, 34.0 ], [ -76.77, 33.99 ], [ -76.77, 33.98 ], [ -76.77, 33.97 ], [ -76.77, 33.96 ], [ -76.77, 33.95 ], [ -76.77, 33.94 ], [ -76.77, 33.93 ], [ -76.77, 33.92 ], [ -76.78, 33.92 ], [ -76.79, 33.92 ], [ -76.79, 33.93 ], [ -76.8, 33.94 ], [ -76.81, 33.94 ], [ -76.82, 33.94 ], [ -76.83, 33.94 ], [ -76.84, 33.94 ], [ -76.85, 33.94 ], [ -76.85, 33.95 ], [ -76.86, 33.96 ], [ -76.87, 33.97 ], [ -76.88, 33.97 ], [ -76.89, 33.97 ], [ -76.9, 33.96 ], [ -76.89, 33.95 ], [ -76.89, 33.94 ], [ -76.89, 33.93 ], [ -76.89, 33.92 ], [ -76.89, 33.91 ], [ -76.89, 33.9 ], [ -76.89, 33.89 ], [ -76.9, 33.89 ], [ -76.91, 33.89 ], [ -76.92, 33.89 ], [ -76.93, 33.88 ], [ -76.94, 33.88 ], [ -76.95, 33.88 ], [ -76.96, 33.88 ], [ -76.97, 33.88 ], [ -76.98, 33.88 ], [ -76.99, 33.88 ], [ -77.0, 33.88 ], [ -77.01, 33.88 ], [ -77.02, 33.88 ], [ -77.02, 33.89 ], [ -77.01, 33.89 ], [ -77.0, 33.89 ], [ -76.99, 33.88 ], [ -76.98, 33.88 ], [ -76.97, 33.88 ], [ -76.96, 33.89 ], [ -76.95, 33.9 ], [ -76.96, 33.91 ], [ -76.97, 33.91 ], [ -76.98, 33.91 ], [ -76.99, 33.92 ], [ -76.99, 33.93 ], [ -76.99, 33.94 ], [ -77.0, 33.95 ], [ -77.01, 33.95 ], [ -77.0, 33.95 ], [ -76.99, 33.96 ], [ -76.99, 33.97 ], [ -76.99, 33.98 ], [ -77.0, 33.99 ], [ -77.01, 33.99 ], [ -77.02, 33.99 ], [ -77.03, 33.98 ], [ -77.03, 33.97 ], [ -77.03, 33.98 ], [ -77.04, 33.99 ], [ -77.05, 33.99 ], [ -77.04, 34.0 ], [ -77.04, 34.01 ], [ -77.03, 34.01 ], [ -77.02, 34.01 ], [ -77.01, 34.01 ], [ -77.0, 34.01 ], [ -76.99, 34.0 ], [ -76.98, 34.01 ], [ -76.97, 34.0 ], [ -76.96, 34.01 ], [ -76.95, 34.02 ], [ -76.96, 34.03 ], [ -76.95, 34.03 ], [ -76.94, 34.04 ], [ -76.95, 34.05 ], [ -76.96, 34.06 ], [ -76.95, 34.07 ], [ -76.95, 34.08 ], [ -76.95, 34.09 ], [ -76.94, 34.1 ], [ -76.93, 34.11 ] ] ] }, "raw_probability": 0.0847, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e3e0f9b9c15725488dba442be54ce9856f5b9856fd568d5e4579b685204e06d4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0847, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c351beeeb02ee438c2e790678f4eab1da9489e939219e9b5108bb44f3e646ae5" }, "receipt_sha256": "c351beeeb02ee438c2e790678f4eab1da9489e939219e9b5108bb44f3e646ae5" }, { "storm_id": "846401", "lat": 34.1647, "lon": -76.7787, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4418.0, "ebshear": 21.0, "srh01": 48.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 50.0123 }, { "name": "alignment", "value": 2.1236 }, { "name": "tau", "value": 3.0023 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0844 }, "coherence_score": 3.0023458003997803, "coherence_diagnostics": { "tau": 3.0023458003997803, "grad_tau": 0.573755145072937, "torsion": 0.0, "alignment": 2.123645305633545, "S_field": 0.8472249507904053, "Gamma_field": 0.35479170083999634, "S_over_Gamma": 2.3879504203796387, "Da": 21.900331497192383, "E_coh": 0.9514589309692383, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.81, 34.21 ], [ -76.73, 34.21 ], [ -76.71, 34.2 ], [ -76.71, 34.11 ], [ -76.73, 34.11 ], [ -76.75, 34.13 ], [ -76.76, 34.12 ], [ -76.76, 34.14 ], [ -76.78, 34.16 ], [ -76.81, 34.16 ], [ -76.82, 34.17 ], [ -76.84, 34.16 ], [ -76.84, 34.19 ], [ -76.82, 34.19 ], [ -76.81, 34.21 ] ] ] }, "raw_probability": 0.0844, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cefe349443a43ea822b4e8e519fe33835bb90c0379c3d95fbec731181190a046", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0844, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9eefcd54bdfe970f35cc2a444bdd4ddb07c488f115e5ac0b5c6eb4cc94bd2839" }, "receipt_sha256": "9eefcd54bdfe970f35cc2a444bdd4ddb07c488f115e5ac0b5c6eb4cc94bd2839" }, { "storm_id": "845669", "lat": 34.4976, "lon": -88.6735, "motion_east": 3.5, "motion_south": 2.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2406.0, "ebshear": 20.0, "srh01": 35.0, "maxllaz": 0.005, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 47.6373 }, { "name": "alignment", "value": 1.1289 }, { "name": "tau", "value": 3.6728 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0838 }, "coherence_score": 3.6728286743164062, "coherence_diagnostics": { "tau": 3.6728286743164062, "grad_tau": 0.3465089797973633, "torsion": 0.0, "alignment": 1.1288645267486572, "S_field": 1.4448802471160889, "Gamma_field": 0.23895834386348724, "S_over_Gamma": 6.0465779304504395, "Da": 15.3036470413208, "E_coh": 0.975538432598114, "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": [ [ [ -88.61, 34.56 ], [ -88.57, 34.56 ], [ -88.55, 34.54 ], [ -88.55, 34.52 ], [ -88.66, 34.4 ], [ -88.71, 34.4 ], [ -88.75, 34.45 ], [ -88.75, 34.47 ], [ -88.74, 34.48 ], [ -88.75, 34.49 ], [ -88.74, 34.5 ], [ -88.73, 34.49 ], [ -88.72, 34.5 ], [ -88.69, 34.5 ], [ -88.67, 34.52 ], [ -88.65, 34.52 ], [ -88.61, 34.56 ] ] ] }, "raw_probability": 0.0838, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0838, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "54d34f50a68686190617e64619fa4b6cc3568d382b9af11d2f2a25afbd28ea3f" }, "receipt_sha256": "54d34f50a68686190617e64619fa4b6cc3568d382b9af11d2f2a25afbd28ea3f" }, { "storm_id": "846201", "lat": 36.9311, "lon": -80.7928, "motion_east": 3.9, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2287.0, "ebshear": 22.0, "srh01": 48.0, "maxllaz": 0.005, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 37.8873 }, { "name": "alignment", "value": 0.6398 }, { "name": "tau", "value": 2.5061 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0838 }, "coherence_score": 2.5060508251190186, "coherence_diagnostics": { "tau": 2.5060508251190186, "grad_tau": 0.22598779201507568, "torsion": 0.0, "alignment": 0.6397597789764404, "S_field": 0.6873319745063782, "Gamma_field": 0.2239583283662796, "S_over_Gamma": 3.069017171859741, "Da": 13.42959976196289, "E_coh": 0.9215060472488403, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.81, 36.98 ], [ -80.79, 36.97 ], [ -80.74, 36.97 ], [ -80.72, 36.95 ], [ -80.72, 36.9 ], [ -80.74, 36.88 ], [ -80.77, 36.88 ], [ -80.78, 36.87 ], [ -80.8, 36.87 ], [ -80.81, 36.88 ], [ -80.82, 36.9 ], [ -80.82, 36.93 ], [ -80.81, 36.94 ], [ -80.83, 36.96 ], [ -80.84, 36.96 ], [ -80.84, 36.97 ], [ -80.82, 36.97 ], [ -80.81, 36.98 ] ] ] }, "raw_probability": 0.0838, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0838, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "54d34f50a68686190617e64619fa4b6cc3568d382b9af11d2f2a25afbd28ea3f" }, "receipt_sha256": "54d34f50a68686190617e64619fa4b6cc3568d382b9af11d2f2a25afbd28ea3f" }, { "storm_id": "845682", "lat": 45.68, "lon": -88.9236, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1439.0, "ebshear": 32.0, "srh01": 55.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 32.2623 }, { "name": "alignment", "value": 4.7523 }, { "name": "tau", "value": 1.1851 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0834 }, "coherence_score": 1.1851308345794678, "coherence_diagnostics": { "tau": 1.1851308345794678, "grad_tau": 0.34428495168685913, "torsion": 0.0, "alignment": 4.752270698547363, "S_field": 0.14526021480560303, "Gamma_field": 0.15000000596046448, "S_over_Gamma": 0.9684013724327087, "Da": 9.034823417663574, "E_coh": 0.3052748739719391, "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": [ [ [ -88.95, 45.72 ], [ -88.9, 45.72 ], [ -88.9, 45.71 ], [ -88.87, 45.68 ], [ -88.87, 45.65 ], [ -88.9, 45.65 ], [ -88.91, 45.64 ], [ -88.97, 45.65 ], [ -88.98, 45.66 ], [ -88.96, 45.68 ], [ -88.95, 45.72 ] ] ] }, "raw_probability": 0.0834, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4ae8deffc92aa515a63f1c254d2e9d8092b95b063631b8111af9acbb89de120d", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0834, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a784cd04cfb9c79bb75e42da203f050bcc1a7b975b465dbf4b1ddd239c6bdc3" }, "receipt_sha256": "1a784cd04cfb9c79bb75e42da203f050bcc1a7b975b465dbf4b1ddd239c6bdc3" }, { "storm_id": "846351", "lat": 44.1286, "lon": -69.3386, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 7.0, "ebshear": 7.0, "srh01": 50.0, "maxllaz": 0.0, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 22.2623 }, { "name": "alignment", "value": 5.3999 }, { "name": "tau", "value": 0.4693 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0811 }, "coherence_score": 0.4692600965499878, "coherence_diagnostics": { "tau": 0.4692600965499878, "grad_tau": 0.07707057893276215, "torsion": 0.0, "alignment": 5.399905204772949, "S_field": 0.1402970850467682, "Gamma_field": 0.1589583307504654, "S_over_Gamma": 0.8826029300689697, "Da": 8.895895004272461, "E_coh": 0.39358916878700256, "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": [ [ [ -69.34, 44.18 ], [ -69.26, 44.18 ], [ -69.26, 44.1 ], [ -69.33, 44.06 ], [ -69.42, 44.06 ], [ -69.42, 44.14 ], [ -69.34, 44.18 ] ] ] }, "raw_probability": 0.0811, "confidence_lo": 0.0012, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f347218cd885ffe2d8fd61e6eee2b43f9c75806e7b0a882911535ee3755d99dd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0811, "probability": 0.001364, "confidence_lo": 0.001177, "confidence_hi": 0.001365, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e0819c826a277493c083f70b0f7c027274d5196d525ff18eac5be1a3f2c07e6b" }, "receipt_sha256": "e0819c826a277493c083f70b0f7c027274d5196d525ff18eac5be1a3f2c07e6b" }, { "storm_id": "845398", "lat": 44.8826, "lon": -91.1858, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1921.0, "ebshear": 36.0, "srh01": 60.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 33.5123 }, { "name": "alignment", "value": -0.2304 }, { "name": "tau", "value": 1.1892 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0789 }, "coherence_score": 1.1891517639160156, "coherence_diagnostics": { "tau": 1.1891517639160156, "grad_tau": 0.3491895794868469, "torsion": 0.0, "alignment": -0.23044589161872864, "S_field": 0.1466313749551773, "Gamma_field": 0.20812499523162842, "S_over_Gamma": 0.7045351266860962, "Da": 12.48532772064209, "E_coh": 0.36096200346946716, "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": [ [ [ -91.17, 44.96 ], [ -91.14, 44.95 ], [ -91.14, 44.93 ], [ -91.15, 44.92 ], [ -91.15, 44.9 ], [ -91.17, 44.86 ], [ -91.17, 44.85 ], [ -91.15, 44.84 ], [ -91.15, 44.82 ], [ -91.18, 44.8 ], [ -91.21, 44.82 ], [ -91.21, 44.85 ], [ -91.22, 44.86 ], [ -91.23, 44.85 ], [ -91.25, 44.87 ], [ -91.25, 44.88 ], [ -91.21, 44.91 ], [ -91.21, 44.94 ], [ -91.17, 44.96 ] ] ] }, "raw_probability": 0.0789, "confidence_lo": 0.0012, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "01d99390aca045d1b7586e1374fb16a3f21707ffbebb4c8de98499c0a1b798fe", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0789, "probability": 0.001364, "confidence_lo": 0.001177, "confidence_hi": 0.001365, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd307cfaedc586773ab5b4f227818444008829b4506582cbac755005cc27f3a3" }, "receipt_sha256": "dd307cfaedc586773ab5b4f227818444008829b4506582cbac755005cc27f3a3" }, { "storm_id": "846385", "lat": 42.1967, "lon": -114.86, "motion_east": 6.2, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 817.0, "ebshear": 24.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 6.6373 }, { "name": "alignment", "value": -0.6632 }, { "name": "tau", "value": 0.2327 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0779 }, "coherence_score": 0.23270335793495178, "coherence_diagnostics": { "tau": 0.23270335793495178, "grad_tau": 0.045213524252176285, "torsion": 0.0, "alignment": -0.6632136106491089, "S_field": 0.10880140215158463, "Gamma_field": 0.4297916889190674, "S_over_Gamma": 0.253149151802063, "Da": 25.813310623168945, "E_coh": 0.3573525547981262, "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": [ [ [ -114.88, 42.22 ], [ -114.83, 42.22 ], [ -114.83, 42.18 ], [ -114.85, 42.16 ], [ -114.89, 42.18 ], [ -114.88, 42.22 ] ] ] }, "raw_probability": 0.0779, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4c367288a83790319d9b926b6d7cc45d3f505fa033db87d72464ebe0c184c3e7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0779, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "55223ce45a965430bf83de73771dd9ec16070d088b4250eaa6f6dda3398fedcf" }, "receipt_sha256": "55223ce45a965430bf83de73771dd9ec16070d088b4250eaa6f6dda3398fedcf" }, { "storm_id": "846147", "lat": 49.0275, "lon": -71.7067, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1425.0, "ebshear": 33.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.31, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 27.6373 }, { "name": "alignment", "value": -2.2489 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0765 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.24998348951339722, "torsion": 0.0, "alignment": -2.2488718032836914, "S_field": 0.20311690866947174, "Gamma_field": 0.37062501907348633, "S_over_Gamma": 0.5480388402938843, "Da": 21.94493293762207, "E_coh": 0.44822707772254944, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.69, 49.07 ], [ -71.67, 49.07 ], [ -71.65, 49.05 ], [ -71.65, 49.01 ], [ -71.67, 48.99 ], [ -71.71, 48.97 ], [ -71.75, 48.97 ], [ -71.77, 48.99 ], [ -71.77, 49.03 ], [ -71.76, 49.05 ], [ -71.7, 49.06 ], [ -71.69, 49.07 ] ] ] }, "raw_probability": 0.0765, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "5d296272d9e75ce6a46b224864fb6f05a97d8aefccbf6d2fa0e01ab898a7c5e0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0765, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "912ba99f42ea0049f7b6cf45d919df07fe13e797c2f8471a39e50bde0fcbb9b9" }, "receipt_sha256": "912ba99f42ea0049f7b6cf45d919df07fe13e797c2f8471a39e50bde0fcbb9b9" }, { "storm_id": "846345", "lat": 48.9227, "lon": -71.4955, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1452.0, "ebshear": 29.0, "srh01": 49.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 27.6373 }, { "name": "alignment", "value": -2.2489 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0753 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.24998348951339722, "torsion": 0.0, "alignment": -2.2488718032836914, "S_field": 0.20311690866947174, "Gamma_field": 0.37062501907348633, "S_over_Gamma": 0.5480388402938843, "Da": 21.94493293762207, "E_coh": 0.44822707772254944, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.52, 48.96 ], [ -71.48, 48.96 ], [ -71.46, 48.94 ], [ -71.46, 48.92 ], [ -71.47, 48.91 ], [ -71.46, 48.9 ], [ -71.48, 48.88 ], [ -71.52, 48.88 ], [ -71.54, 48.9 ], [ -71.54, 48.94 ], [ -71.52, 48.96 ] ] ] }, "raw_probability": 0.0753, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a42f7cb4b62604130f77db1ac63df18ddc13ca114d8327949063c4b4ad2dccbb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0753, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0443059a00d49e1e83b341f4bd62a313f115291b13bd5dbf4cfe93738e3f75b0" }, "receipt_sha256": "0443059a00d49e1e83b341f4bd62a313f115291b13bd5dbf4cfe93738e3f75b0" }, { "storm_id": "846142", "lat": 50.81, "lon": -68.2671, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.31, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 20.7623 }, { "name": "alignment", "value": -5.5614 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0736 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.11009121686220169, "torsion": 0.0, "alignment": -5.561371803283691, "S_field": 0.24049311876296997, "Gamma_field": 0.22062499821186066, "S_over_Gamma": 1.0900537967681885, "Da": 13.830780982971191, "E_coh": 0.6752865314483643, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.1, 50.96 ], [ -68.09, 50.96 ], [ -68.05, 50.93 ], [ -68.05, 50.89 ], [ -68.08, 50.86 ], [ -68.1, 50.86 ], [ -68.12, 50.84 ], [ -68.16, 50.83 ], [ -68.18, 50.81 ], [ -68.18, 50.78 ], [ -68.19, 50.76 ], [ -68.2, 50.76 ], [ -68.22, 50.74 ], [ -68.24, 50.73 ], [ -68.28, 50.73 ], [ -68.29, 50.72 ], [ -68.3, 50.73 ], [ -68.32, 50.72 ], [ -68.34, 50.73 ], [ -68.35, 50.72 ], [ -68.38, 50.72 ], [ -68.42, 50.7 ], [ -68.52, 50.7 ], [ -68.56, 50.73 ], [ -68.56, 50.77 ], [ -68.54, 50.79 ], [ -68.48, 50.79 ], [ -68.47, 50.78 ], [ -68.39, 50.78 ], [ -68.33, 50.81 ], [ -68.32, 50.83 ], [ -68.29, 50.85 ], [ -68.24, 50.85 ], [ -68.21, 50.88 ], [ -68.21, 50.9 ], [ -68.17, 50.94 ], [ -68.12, 50.94 ], [ -68.1, 50.96 ] ] ] }, "raw_probability": 0.0736, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0736, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "38053f0f75fe65f74088f8cbe2f169c33e6bb7be1dad4857d7071ed98b17eae3" }, "receipt_sha256": "38053f0f75fe65f74088f8cbe2f169c33e6bb7be1dad4857d7071ed98b17eae3" }, { "storm_id": "846074", "lat": 33.7344, "lon": -91.9067, "motion_east": 3.9, "motion_south": 1.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2402.0, "ebshear": 9.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.31, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 43.5123 }, { "name": "alignment", "value": 2.5555 }, { "name": "tau", "value": 3.8696 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0728 }, "coherence_score": 3.86962628364563, "coherence_diagnostics": { "tau": 3.86962628364563, "grad_tau": 0.09762720763683319, "torsion": 0.0, "alignment": 2.5555198192596436, "S_field": 1.7485216856002808, "Gamma_field": 0.2239583283662796, "S_over_Gamma": 7.8073530197143555, "Da": 14.439004898071289, "E_coh": 0.9924352169036865, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.91, 33.78 ], [ -91.89, 33.78 ], [ -91.87, 33.76 ], [ -91.86, 33.72 ], [ -91.9, 33.68 ], [ -91.93, 33.68 ], [ -91.94, 33.69 ], [ -91.95, 33.74 ], [ -91.91, 33.78 ] ] ] }, "raw_probability": 0.0728, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0728, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "af8761e794602423a9b4fc4878fe2b2085a153ad48645264bff08d6d63eeef12" }, "receipt_sha256": "af8761e794602423a9b4fc4878fe2b2085a153ad48645264bff08d6d63eeef12" }, { "storm_id": "846346", "lat": 48.7983, "lon": -121.7967, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 24.0, "ebshear": 10.0, "srh01": 35.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 21.8873 }, { "name": "alignment", "value": -0.2489 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0728 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.16552914679050446, "torsion": 0.0, "alignment": -0.2488718032836914, "S_field": 0.09414324909448624, "Gamma_field": 0.17645832896232605, "S_over_Gamma": 0.533515453338623, "Da": 10.6694917678833, "E_coh": 0.13072514533996582, "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": [ [ [ -121.82, 48.83 ], [ -121.77, 48.83 ], [ -121.77, 48.75 ], [ -121.8, 48.74 ], [ -121.8, 48.81 ], [ -121.82, 48.83 ] ] ] }, "raw_probability": 0.0728, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0728, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "af8761e794602423a9b4fc4878fe2b2085a153ad48645264bff08d6d63eeef12" }, "receipt_sha256": "af8761e794602423a9b4fc4878fe2b2085a153ad48645264bff08d6d63eeef12" }, { "storm_id": "846035", "lat": 35.4677, "lon": -90.3423, "motion_east": 2.1, "motion_south": 1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3205.0, "ebshear": 15.0, "srh01": 34.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 25.2623 }, { "name": "alignment", "value": -0.9064 }, { "name": "tau", "value": 2.6574 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0725 }, "coherence_score": 2.657350778579712, "coherence_diagnostics": { "tau": 2.657350778579712, "grad_tau": 0.5275405049324036, "torsion": 0.0, "alignment": -0.9063615798950195, "S_field": 0.06611281633377075, "Gamma_field": 0.4922916889190674, "S_over_Gamma": 0.13429602980613708, "Da": 30.579051971435547, "E_coh": 0.7596027851104736, "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": [ [ [ -90.36, 35.53 ], [ -90.33, 35.52 ], [ -90.33, 35.5 ], [ -90.31, 35.48 ], [ -90.27, 35.46 ], [ -90.27, 35.42 ], [ -90.3, 35.39 ], [ -90.35, 35.39 ], [ -90.39, 35.43 ], [ -90.4, 35.45 ], [ -90.37, 35.48 ], [ -90.41, 35.5 ], [ -90.36, 35.53 ] ] ] }, "raw_probability": 0.0725, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d954d5bc86504f4dc1c548c3ffc028c6e2c7960a60b431f01f679c71de33cd5c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0725, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8d97d9c680c80b4ac1d64c4bc22b6ab28d2afebc34ffab687bf59440b67ac202" }, "receipt_sha256": "8d97d9c680c80b4ac1d64c4bc22b6ab28d2afebc34ffab687bf59440b67ac202" }, { "storm_id": "845905", "lat": 44.7122, "lon": -92.5483, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1116.0, "ebshear": 40.0, "srh01": 60.0, "maxllaz": 0.004, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 30.6373 }, { "name": "alignment", "value": -0.2204 }, { "name": "tau", "value": 1.0633 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0712 }, "coherence_score": 1.0633330345153809, "coherence_diagnostics": { "tau": 1.0633330345153809, "grad_tau": 0.3058762550354004, "torsion": 0.0, "alignment": -0.2204037755727768, "S_field": 0.14717426896095276, "Gamma_field": 0.22895832359790802, "S_over_Gamma": 0.6427993774414062, "Da": 13.711004257202148, "E_coh": 0.3925063908100128, "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": [ [ [ -92.37, 44.77 ], [ -92.37, 44.75 ], [ -92.39, 44.73 ], [ -92.39, 44.72 ], [ -92.45, 44.68 ], [ -92.57, 44.66 ], [ -92.58, 44.65 ], [ -92.6, 44.65 ], [ -92.64, 44.63 ], [ -92.7, 44.63 ], [ -92.71, 44.64 ], [ -92.71, 44.7 ], [ -92.69, 44.72 ], [ -92.66, 44.72 ], [ -92.65, 44.73 ], [ -92.62, 44.73 ], [ -92.61, 44.74 ], [ -92.57, 44.74 ], [ -92.56, 44.75 ], [ -92.51, 44.75 ], [ -92.5, 44.76 ], [ -92.39, 44.76 ], [ -92.37, 44.77 ] ] ] }, "raw_probability": 0.0712, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "799301df9e187d69933b09d947d2a4c0a7dfd2a9f0d37e5e5b601a5547eab259", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0712, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "25adc0191d79d7b7690d5d81fbed46fbaeb0966832378a2c5bca7fc36efddbe9" }, "receipt_sha256": "25adc0191d79d7b7690d5d81fbed46fbaeb0966832378a2c5bca7fc36efddbe9" }, { "storm_id": "846379", "lat": 45.3, "lon": -109.5333, "motion_east": 4.9, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1059.0, "ebshear": 29.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 18.5123 }, { "name": "alignment", "value": 0.8399 }, { "name": "tau", "value": 0.2783 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0708 }, "coherence_score": 0.2782912254333496, "coherence_diagnostics": { "tau": 0.2782912254333496, "grad_tau": 0.042571116238832474, "torsion": 0.0, "alignment": 0.8398743271827698, "S_field": 0.11037366092205048, "Gamma_field": 1.8381249904632568, "S_over_Gamma": 0.06004687398672104, "Da": 107.64923858642578, "E_coh": 0.007884078659117222, "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": [ [ [ -109.55, 45.33 ], [ -109.51, 45.33 ], [ -109.5, 45.32 ], [ -109.49, 45.28 ], [ -109.51, 45.26 ], [ -109.55, 45.26 ], [ -109.57, 45.28 ], [ -109.57, 45.31 ], [ -109.55, 45.33 ] ] ] }, "raw_probability": 0.0708, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "53127f7b223ca8346d79fc4eddc02053be22c88dd1c7c81996e3c00dbaba2733", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0708, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9694a60e0f8b2423ee72ff91b0dcd8656db6ac3df476ecfc89c23719fc4d1678" }, "receipt_sha256": "9694a60e0f8b2423ee72ff91b0dcd8656db6ac3df476ecfc89c23719fc4d1678" }, { "storm_id": "844438", "lat": 28.8233, "lon": -80.81, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4337.0, "ebshear": 11.0, "srh01": 50.0, "maxllaz": 0.003, "mesh": 0.29, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 43.0123 }, { "name": "alignment", "value": -0.9608 }, { "name": "tau", "value": 3.7334 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0705 }, "coherence_score": 3.7333545684814453, "coherence_diagnostics": { "tau": 3.7333545684814453, "grad_tau": 0.16946081817150116, "torsion": 0.0, "alignment": -0.9608415365219116, "S_field": 0.8842648267745972, "Gamma_field": 0.2331250160932541, "S_over_Gamma": 3.793092727661133, "Da": 14.466164588928223, "E_coh": 0.9511761665344238, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.82, 28.85 ], [ -80.79, 28.85 ], [ -80.78, 28.84 ], [ -80.77, 28.79 ], [ -80.81, 28.79 ], [ -80.82, 28.8 ], [ -80.84, 28.8 ], [ -80.84, 28.84 ], [ -80.82, 28.85 ] ] ] }, "raw_probability": 0.0705, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "102b508b575c1184c9dc1d708d8ef5523309ec246b1646a6686b297b87222903", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0705, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ea27e4b5362ff65d575885edcb6491a95a9fe573a808a524c4433778dc8be982" }, "receipt_sha256": "ea27e4b5362ff65d575885edcb6491a95a9fe573a808a524c4433778dc8be982" }, { "storm_id": "846273", "lat": 34.8073, "lon": -89.6155, "motion_east": 1.9, "motion_south": 3.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3363.0, "ebshear": 10.0, "srh01": 55.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 33.6373 }, { "name": "alignment", "value": -0.7739 }, { "name": "tau", "value": 3.3599 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0698 }, "coherence_score": 3.3598508834838867, "coherence_diagnostics": { "tau": 3.3598508834838867, "grad_tau": 0.45055916905403137, "torsion": 0.0, "alignment": -0.7738974094390869, "S_field": 0.7445740103721619, "Gamma_field": 0.31562501192092896, "S_over_Gamma": 2.359046220779419, "Da": 19.899578094482422, "E_coh": 0.989976167678833, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.6, 34.84 ], [ -89.58, 34.83 ], [ -89.58, 34.81 ], [ -89.59, 34.8 ], [ -89.59, 34.76 ], [ -89.63, 34.78 ], [ -89.65, 34.78 ], [ -89.66, 34.8 ], [ -89.66, 34.82 ], [ -89.63, 34.82 ], [ -89.6, 34.84 ] ] ] }, "raw_probability": 0.0698, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bdc8dfcf2c683b90104ef6130df164ef06cb966dd7e7aee7e1158f19d2f00e78", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0698, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "007ae2418a40fa150613bdba6e6b3c35db82a3b422fc8b27af22217b1934e7bc" }, "receipt_sha256": "007ae2418a40fa150613bdba6e6b3c35db82a3b422fc8b27af22217b1934e7bc" }, { "storm_id": "845296", "lat": 38.3929, "lon": -79.6495, "motion_east": 0.0, "motion_south": -2.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1266.0, "ebshear": 13.0, "srh01": 22.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 50.3873 }, { "name": "alignment", "value": -2.395 }, { "name": "tau", "value": 2.0941 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0689 }, "coherence_score": 2.0940659046173096, "coherence_diagnostics": { "tau": 2.0940659046173096, "grad_tau": 0.2505709230899811, "torsion": 0.0, "alignment": -2.3950343132019043, "S_field": 0.9238198399543762, "Gamma_field": 0.22979165613651276, "S_over_Gamma": 4.020249843597412, "Da": 13.787886619567871, "E_coh": 0.917144238948822, "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": [ [ [ -79.73, 38.49 ], [ -79.66, 38.49 ], [ -79.59, 38.45 ], [ -79.54, 38.44 ], [ -79.51, 38.42 ], [ -79.5, 38.4 ], [ -79.5, 38.37 ], [ -79.56, 38.26 ], [ -79.6, 38.24 ], [ -79.62, 38.24 ], [ -79.66, 38.26 ], [ -79.65, 38.33 ], [ -79.63, 38.36 ], [ -79.67, 38.39 ], [ -79.73, 38.4 ], [ -79.74, 38.41 ], [ -79.77, 38.41 ], [ -79.75, 38.44 ], [ -79.76, 38.48 ], [ -79.74, 38.48 ], [ -79.73, 38.49 ] ] ] }, "raw_probability": 0.0689, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f0f340980e8a7e5454c487d4b7028bb5733e11fcdf6f98b44a1725e166e9cbdd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0689, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "803c1213f0378841b93053bc82568273e12249e22f6ec032462db18a1a64319b" }, "receipt_sha256": "803c1213f0378841b93053bc82568273e12249e22f6ec032462db18a1a64319b" }, { "storm_id": "845643", "lat": 33.7253, "lon": -91.6341, "motion_east": 3.9, "motion_south": 1.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2289.0, "ebshear": 7.0, "srh01": 8.0, "maxllaz": 0.004, "mesh": 0.52, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 43.5123 }, { "name": "alignment", "value": 2.5555 }, { "name": "tau", "value": 3.8696 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0679 }, "coherence_score": 3.86962628364563, "coherence_diagnostics": { "tau": 3.86962628364563, "grad_tau": 0.09762720763683319, "torsion": 0.0, "alignment": 2.5555198192596436, "S_field": 1.7485216856002808, "Gamma_field": 0.2239583283662796, "S_over_Gamma": 7.8073530197143555, "Da": 14.439004898071289, "E_coh": 0.9924352169036865, "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": [ [ [ -91.61, 33.81 ], [ -91.57, 33.8 ], [ -91.54, 33.77 ], [ -91.54, 33.73 ], [ -91.55, 33.71 ], [ -91.57, 33.69 ], [ -91.61, 33.67 ], [ -91.66, 33.66 ], [ -91.69, 33.64 ], [ -91.72, 33.64 ], [ -91.74, 33.66 ], [ -91.74, 33.69 ], [ -91.69, 33.73 ], [ -91.68, 33.73 ], [ -91.63, 33.79 ], [ -91.63, 33.8 ], [ -91.61, 33.81 ] ] ] }, "raw_probability": 0.0679, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e0ac4ec5ffa5b908a6843095c981cd14f27bfe81f808fd242dd2e1a9cd4eb698", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0679, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b35280942fc102b5bb6ce9ffa46a175bc21df32c2a669e6ec41785f919f44f4d" }, "receipt_sha256": "b35280942fc102b5bb6ce9ffa46a175bc21df32c2a669e6ec41785f919f44f4d" }, { "storm_id": "845726", "lat": 34.2067, "lon": -88.3156, "motion_east": 4.3, "motion_south": 0.5, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2879.0, "ebshear": 23.0, "srh01": 29.0, "maxllaz": 0.005, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 46.2623 }, { "name": "alignment", "value": 0.5925 }, { "name": "tau", "value": 3.836 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0674 }, "coherence_score": 3.835991859436035, "coherence_diagnostics": { "tau": 3.835991859436035, "grad_tau": 0.13054080307483673, "torsion": 0.0, "alignment": 0.5925222635269165, "S_field": 1.0205131769180298, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 3.3120100498199463, "Da": 19.9899959564209, "E_coh": 0.9937482476234436, "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": [ [ [ -88.33, 34.25 ], [ -88.28, 34.25 ], [ -88.26, 34.22 ], [ -88.26, 34.2 ], [ -88.3, 34.15 ], [ -88.34, 34.15 ], [ -88.37, 34.18 ], [ -88.37, 34.21 ], [ -88.33, 34.25 ] ] ] }, "raw_probability": 0.0674, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0674, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7a7a9ce3f515b573ac464aac4cd8169d146b09a4a247cfc93e3819e02e1f02e7" }, "receipt_sha256": "7a7a9ce3f515b573ac464aac4cd8169d146b09a4a247cfc93e3819e02e1f02e7" }, { "storm_id": "846007", "lat": 38.2536, "lon": -79.13, "motion_east": 3.8, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1547.0, "ebshear": 17.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 50.3873 }, { "name": "alignment", "value": -2.395 }, { "name": "tau", "value": 2.0941 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0665 }, "coherence_score": 2.0940659046173096, "coherence_diagnostics": { "tau": 2.0940659046173096, "grad_tau": 0.2505709230899811, "torsion": 0.0, "alignment": -2.3950343132019043, "S_field": 0.9238198399543762, "Gamma_field": 0.22979165613651276, "S_over_Gamma": 4.020249843597412, "Da": 13.787886619567871, "E_coh": 0.917144238948822, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.12, 38.29 ], [ -79.09, 38.29 ], [ -79.07, 38.27 ], [ -79.08, 38.25 ], [ -79.12, 38.21 ], [ -79.17, 38.21 ], [ -79.18, 38.22 ], [ -79.17, 38.23 ], [ -79.17, 38.26 ], [ -79.14, 38.27 ], [ -79.12, 38.29 ] ] ] }, "raw_probability": 0.0665, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0665, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9df7d7deadef200a5478db45a3d83dfb7e92cbf619fd9790a7a695d9eccf2de7" }, "receipt_sha256": "9df7d7deadef200a5478db45a3d83dfb7e92cbf619fd9790a7a695d9eccf2de7" }, { "storm_id": "846112", "lat": 25.1327, "lon": -95.0853, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3095.0, "ebshear": 7.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 49.7623 }, { "name": "alignment", "value": 1.7489 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0662 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.1282424926757812, "torsion": 0.0, "alignment": 1.7488718032836914, "S_field": 0.9452327489852905, "Gamma_field": 0.3114583492279053, "S_over_Gamma": 3.034860849380493, "Da": 17.572139739990234, "E_coh": 0.9644635915756226, "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": [ [ [ -95.04, 25.18 ], [ -95.01, 25.18 ], [ -94.99, 25.15 ], [ -94.99, 25.13 ], [ -95.01, 25.11 ], [ -95.03, 25.11 ], [ -95.12, 25.06 ], [ -95.17, 25.06 ], [ -95.2, 25.09 ], [ -95.2, 25.14 ], [ -95.19, 25.15 ], [ -95.11, 25.15 ], [ -95.1, 25.14 ], [ -95.08, 25.16 ], [ -95.04, 25.18 ] ] ] }, "raw_probability": 0.0662, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a6c0633423cd2623ab8be69895771a247fe0f35c0032fbbda6d0af066e1fb864", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0662, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1b7922cd82d6caf8fcdbe7dd842ce475604255d195e6f45880163a2e1a1e5e3c" }, "receipt_sha256": "1b7922cd82d6caf8fcdbe7dd842ce475604255d195e6f45880163a2e1a1e5e3c" }, { "storm_id": "846253", "lat": 41.584, "lon": -110.999, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 790.0, "ebshear": 14.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.44, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 16.6373 }, { "name": "alignment", "value": -4.5483 }, { "name": "tau", "value": 0.3168 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0662 }, "coherence_score": 0.3167712688446045, "coherence_diagnostics": { "tau": 0.3167712688446045, "grad_tau": 0.05999334529042244, "torsion": 0.0, "alignment": -4.548313140869141, "S_field": 0.4297860562801361, "Gamma_field": 0.7347916960716248, "S_over_Gamma": 0.5849087238311768, "Da": 44.69884490966797, "E_coh": 0.889940619468689, "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": [ [ [ -111.01, 41.63 ], [ -111.0, 41.62 ], [ -110.95, 41.61 ], [ -110.95, 41.55 ], [ -110.97, 41.54 ], [ -110.99, 41.55 ], [ -111.01, 41.54 ], [ -111.05, 41.56 ], [ -111.05, 41.61 ], [ -111.01, 41.63 ] ] ] }, "raw_probability": 0.0662, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a6c0633423cd2623ab8be69895771a247fe0f35c0032fbbda6d0af066e1fb864", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0662, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1b7922cd82d6caf8fcdbe7dd842ce475604255d195e6f45880163a2e1a1e5e3c" }, "receipt_sha256": "1b7922cd82d6caf8fcdbe7dd842ce475604255d195e6f45880163a2e1a1e5e3c" }, { "storm_id": "844816", "lat": 34.9886, "lon": -89.6405, "motion_east": 1.8, "motion_south": 3.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3092.0, "ebshear": 11.0, "srh01": 46.0, "maxllaz": 0.01, "mesh": 0.64, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 33.6373 }, { "name": "alignment", "value": -0.7739 }, { "name": "tau", "value": 3.3599 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.0661 }, "coherence_score": 3.3598508834838867, "coherence_diagnostics": { "tau": 3.3598508834838867, "grad_tau": 0.45055916905403137, "torsion": 0.0, "alignment": -0.7738974094390869, "S_field": 0.7445740103721619, "Gamma_field": 0.31562501192092896, "S_over_Gamma": 2.359046220779419, "Da": 19.899578094482422, "E_coh": 0.989976167678833, "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": [ [ [ -89.59, 35.06 ], [ -89.57, 35.06 ], [ -89.56, 35.04 ], [ -89.56, 35.02 ], [ -89.55, 35.01 ], [ -89.56, 34.97 ], [ -89.61, 34.92 ], [ -89.63, 34.91 ], [ -89.65, 34.91 ], [ -89.66, 34.9 ], [ -89.7, 34.9 ], [ -89.72, 34.91 ], [ -89.72, 34.93 ], [ -89.76, 34.97 ], [ -89.75, 35.03 ], [ -89.69, 35.03 ], [ -89.68, 35.02 ], [ -89.66, 35.02 ], [ -89.64, 35.04 ], [ -89.6, 35.05 ], [ -89.59, 35.06 ] ] ] }, "raw_probability": 0.0661, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "290c28b330ec4f37400227dc0c5e1d9dcf6a7f2bd1d53a69e05a70df51b277f1", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0661, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b46a74efea97a65d65a74e050a0bffaa76b3c9a5a170ecd425703aa261313aa3" }, "receipt_sha256": "b46a74efea97a65d65a74e050a0bffaa76b3c9a5a170ecd425703aa261313aa3" }, { "storm_id": "845338", "lat": 29.8546, "lon": -84.6077, "motion_east": 3.6, "motion_south": 0.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3158.0, "ebshear": 5.0, "srh01": 34.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 46.5123 }, { "name": "alignment", "value": 2.7398 }, { "name": "tau", "value": 4.5978 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0656 }, "coherence_score": 4.597762107849121, "coherence_diagnostics": { "tau": 4.597762107849121, "grad_tau": 0.06708208471536636, "torsion": 0.0, "alignment": 2.739792823791504, "S_field": 0.9810024499893188, "Gamma_field": 0.2914583384990692, "S_over_Gamma": 3.3658411502838135, "Da": 17.887956619262695, "E_coh": 0.9377314448356628, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.61, 29.89 ], [ -84.59, 29.88 ], [ -84.56, 29.88 ], [ -84.53, 29.85 ], [ -84.53, 29.82 ], [ -84.55, 29.81 ], [ -84.66, 29.81 ], [ -84.67, 29.82 ], [ -84.67, 29.84 ], [ -84.65, 29.86 ], [ -84.65, 29.88 ], [ -84.62, 29.88 ], [ -84.61, 29.89 ] ] ] }, "raw_probability": 0.0656, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b0231e5d9410b24aea1dcc7eb634d389bd263c20ebb8ecb577a0e2347cba6960", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0656, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd1be0c54e3b264a39e34b444cb69ee05c2cd9c583177bd7a2adc818acea8a23" }, "receipt_sha256": "fd1be0c54e3b264a39e34b444cb69ee05c2cd9c583177bd7a2adc818acea8a23" }, { "storm_id": "845302", "lat": 36.3608, "lon": -77.6233, "motion_east": 1.9, "motion_south": 6.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2457.0, "ebshear": 29.0, "srh01": 27.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 38.8873 }, { "name": "alignment", "value": 0.0543 }, { "name": "tau", "value": 2.4035 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0651 }, "coherence_score": 2.4034814834594727, "coherence_diagnostics": { "tau": 2.4034814834594727, "grad_tau": 0.2018038034439087, "torsion": 0.0, "alignment": 0.05431746691465378, "S_field": 0.6853698492050171, "Gamma_field": 0.3147916793823242, "S_over_Gamma": 2.1772172451019287, "Da": 19.11798095703125, "E_coh": 0.9438813328742981, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.64, 36.4 ], [ -77.59, 36.4 ], [ -77.58, 36.39 ], [ -77.56, 36.39 ], [ -77.56, 36.36 ], [ -77.53, 36.32 ], [ -77.67, 36.32 ], [ -77.68, 36.31 ], [ -77.69, 36.32 ], [ -77.67, 36.35 ], [ -77.67, 36.37 ], [ -77.64, 36.4 ] ] ] }, "raw_probability": 0.0651, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9ee6ede0e624349fa04ea1a5d7d11c28f03074d5a748e16141b9936aeaf4ac86", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0651, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "64de6c4a7bfc281b94c2970f91f2e372d215bfede0c9734bd73f53e01fe85ef0" }, "receipt_sha256": "64de6c4a7bfc281b94c2970f91f2e372d215bfede0c9734bd73f53e01fe85ef0" }, { "storm_id": "845789", "lat": 30.8888, "lon": -82.3088, "motion_east": 4.7, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2063.0, "ebshear": 4.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.29, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 44.8873 }, { "name": "alignment", "value": 7.5722 }, { "name": "tau", "value": 4.2531 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0647 }, "coherence_score": 4.2531256675720215, "coherence_diagnostics": { "tau": 4.2531256675720215, "grad_tau": 0.19965800642967224, "torsion": 0.0, "alignment": 7.572210311889648, "S_field": 1.328271746635437, "Gamma_field": 0.27395835518836975, "S_over_Gamma": 4.848443984985352, "Da": 16.096460342407227, "E_coh": 0.9075681567192078, "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": [ [ [ -82.37, 31.01 ], [ -82.34, 31.01 ], [ -82.32, 30.99 ], [ -82.32, 30.97 ], [ -82.31, 30.96 ], [ -82.32, 30.94 ], [ -82.31, 30.92 ], [ -82.31, 30.89 ], [ -82.32, 30.87 ], [ -82.31, 30.86 ], [ -82.3, 30.86 ], [ -82.28, 30.88 ], [ -82.27, 30.87 ], [ -82.25, 30.87 ], [ -82.23, 30.89 ], [ -82.21, 30.89 ], [ -82.2, 30.88 ], [ -82.18, 30.89 ], [ -82.14, 30.89 ], [ -82.14, 30.81 ], [ -82.15, 30.81 ], [ -82.15, 30.85 ], [ -82.17, 30.87 ], [ -82.18, 30.86 ], [ -82.19, 30.87 ], [ -82.21, 30.85 ], [ -82.21, 30.81 ], [ -82.22, 30.8 ], [ -82.3, 30.79 ], [ -82.29, 30.8 ], [ -82.29, 30.83 ], [ -82.31, 30.85 ], [ -82.34, 30.8 ], [ -82.38, 30.8 ], [ -82.39, 30.79 ], [ -82.42, 30.8 ], [ -82.42, 30.82 ], [ -82.4, 30.85 ], [ -82.4, 30.9 ], [ -82.42, 30.92 ], [ -82.5, 30.93 ], [ -82.48, 30.94 ], [ -82.45, 30.94 ], [ -82.43, 30.96 ], [ -82.43, 30.97 ], [ -82.41, 30.98 ], [ -82.41, 31.0 ], [ -82.38, 31.0 ], [ -82.37, 31.01 ] ] ] }, "raw_probability": 0.0647, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0647, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5597c91cda26c7dc6c423d5f25eec03de77003ead9346bdecdab00f9e2b50688" }, "receipt_sha256": "5597c91cda26c7dc6c423d5f25eec03de77003ead9346bdecdab00f9e2b50688" }, { "storm_id": "846376", "lat": 25.6454, "lon": -94.3185, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3373.0, "ebshear": 8.0, "srh01": 11.0, "maxllaz": 0.0, "mesh": 0.63, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 53.0123 }, { "name": "alignment", "value": 2.1239 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0647 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.524781584739685, "torsion": 0.0, "alignment": 2.1238718032836914, "S_field": 1.1861978769302368, "Gamma_field": 0.18312500417232513, "S_over_Gamma": 6.4775309562683105, "Da": 10.269671440124512, "E_coh": 0.9537276029586792, "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": [ [ [ -94.34, 25.71 ], [ -94.31, 25.69 ], [ -94.28, 25.69 ], [ -94.27, 25.7 ], [ -94.27, 25.62 ], [ -94.29, 25.59 ], [ -94.31, 25.59 ], [ -94.32, 25.58 ], [ -94.34, 25.58 ], [ -94.36, 25.6 ], [ -94.36, 25.66 ], [ -94.35, 25.67 ], [ -94.34, 25.71 ] ] ] }, "raw_probability": 0.0647, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0647, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5597c91cda26c7dc6c423d5f25eec03de77003ead9346bdecdab00f9e2b50688" }, "receipt_sha256": "5597c91cda26c7dc6c423d5f25eec03de77003ead9346bdecdab00f9e2b50688" }, { "storm_id": "845537", "lat": 28.973, "lon": -95.909, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4111.0, "ebshear": 16.0, "srh01": 65.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 39.2623 }, { "name": "alignment", "value": 0.1111 }, { "name": "tau", "value": 2.1647 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0638 }, "coherence_score": 2.164740562438965, "coherence_diagnostics": { "tau": 2.164740562438965, "grad_tau": 0.44283148646354675, "torsion": 0.0, "alignment": 0.1110670268535614, "S_field": 0.5056449770927429, "Gamma_field": 0.3956250250339508, "S_over_Gamma": 1.2780914306640625, "Da": 24.32634735107422, "E_coh": 0.9568755030632019, "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": [ [ [ -95.92, 29.01 ], [ -95.88, 29.01 ], [ -95.87, 29.0 ], [ -95.88, 28.94 ], [ -95.89, 28.93 ], [ -95.93, 28.93 ], [ -95.94, 28.94 ], [ -95.93, 28.96 ], [ -95.93, 29.0 ], [ -95.92, 29.01 ] ] ] }, "raw_probability": 0.0638, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0638, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "68ad7c69a6723613874eecf3517408f029e5ea7f0acca71f6e7ff742765ba6c1" }, "receipt_sha256": "68ad7c69a6723613874eecf3517408f029e5ea7f0acca71f6e7ff742765ba6c1" }, { "storm_id": "846281", "lat": 29.3614, "lon": -81.7055, "motion_east": 4.4, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2694.0, "ebshear": 5.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.52, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 44.3873 }, { "name": "alignment", "value": -0.2936 }, { "name": "tau", "value": 4.0792 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0638 }, "coherence_score": 4.079197883605957, "coherence_diagnostics": { "tau": 4.079197883605957, "grad_tau": 0.4816720485687256, "torsion": 0.0, "alignment": -0.29358965158462524, "S_field": 1.096049189567566, "Gamma_field": 0.2289583384990692, "S_over_Gamma": 4.787111759185791, "Da": 13.785948753356934, "E_coh": 0.9745799899101257, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.8, 29.47 ], [ -81.76, 29.47 ], [ -81.75, 29.46 ], [ -81.72, 29.46 ], [ -81.71, 29.45 ], [ -81.68, 29.45 ], [ -81.65, 29.43 ], [ -81.68, 29.41 ], [ -81.68, 29.39 ], [ -81.67, 29.38 ], [ -81.65, 29.38 ], [ -81.64, 29.39 ], [ -81.62, 29.38 ], [ -81.63, 29.36 ], [ -81.66, 29.36 ], [ -81.67, 29.35 ], [ -81.62, 29.32 ], [ -81.62, 29.25 ], [ -81.63, 29.24 ], [ -81.64, 29.2 ], [ -81.65, 29.2 ], [ -81.66, 29.18 ], [ -81.74, 29.17 ], [ -81.74, 29.21 ], [ -81.75, 29.22 ], [ -81.75, 29.29 ], [ -81.73, 29.31 ], [ -81.73, 29.32 ], [ -81.72, 29.32 ], [ -81.7, 29.34 ], [ -81.7, 29.35 ], [ -81.68, 29.36 ], [ -81.7, 29.37 ], [ -81.7, 29.4 ], [ -81.71, 29.41 ], [ -81.72, 29.4 ], [ -81.73, 29.41 ], [ -81.74, 29.4 ], [ -81.76, 29.4 ], [ -81.78, 29.42 ], [ -81.79, 29.44 ], [ -81.78, 29.45 ], [ -81.8, 29.46 ], [ -81.8, 29.47 ] ] ] }, "raw_probability": 0.0638, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0638, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "68ad7c69a6723613874eecf3517408f029e5ea7f0acca71f6e7ff742765ba6c1" }, "receipt_sha256": "68ad7c69a6723613874eecf3517408f029e5ea7f0acca71f6e7ff742765ba6c1" }, { "storm_id": "846404", "lat": 29.81, "lon": -84.77, "motion_east": 1.9, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3501.0, "ebshear": 6.0, "srh01": 33.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 46.5123 }, { "name": "alignment", "value": 2.7398 }, { "name": "tau", "value": 4.5978 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0635 }, "coherence_score": 4.597762107849121, "coherence_diagnostics": { "tau": 4.597762107849121, "grad_tau": 0.06708208471536636, "torsion": 0.0, "alignment": 2.739792823791504, "S_field": 0.9810024499893188, "Gamma_field": 0.2914583384990692, "S_over_Gamma": 3.3658411502838135, "Da": 17.887956619262695, "E_coh": 0.9377314448356628, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.8, 29.87 ], [ -84.74, 29.87 ], [ -84.73, 29.83 ], [ -84.72, 29.82 ], [ -84.74, 29.78 ], [ -84.72, 29.77 ], [ -84.74, 29.76 ], [ -84.8, 29.76 ], [ -84.79, 29.77 ], [ -84.83, 29.8 ], [ -84.83, 29.82 ], [ -84.8, 29.87 ] ] ] }, "raw_probability": 0.0635, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "78dc41d4018c93a507a2cfda27e57dfe09687488e7c108b71f32a3376fb2e9a9", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0635, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94c0dc3f01eecc75a93d2eeb596c67a8df4f0520f09e51417e3941df85097c94" }, "receipt_sha256": "94c0dc3f01eecc75a93d2eeb596c67a8df4f0520f09e51417e3941df85097c94" }, { "storm_id": "846274", "lat": 34.6518, "lon": -89.5173, "motion_east": 2.3, "motion_south": 3.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3607.0, "ebshear": 11.0, "srh01": 44.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 33.6373 }, { "name": "alignment", "value": -0.7739 }, { "name": "tau", "value": 3.3599 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0622 }, "coherence_score": 3.3598508834838867, "coherence_diagnostics": { "tau": 3.3598508834838867, "grad_tau": 0.45055916905403137, "torsion": 0.0, "alignment": -0.7738974094390869, "S_field": 0.7445740103721619, "Gamma_field": 0.31562501192092896, "S_over_Gamma": 2.359046220779419, "Da": 19.899578094482422, "E_coh": 0.989976167678833, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.55, 34.69 ], [ -89.49, 34.69 ], [ -89.48, 34.68 ], [ -89.48, 34.66 ], [ -89.46, 34.62 ], [ -89.47, 34.6 ], [ -89.54, 34.6 ], [ -89.56, 34.62 ], [ -89.55, 34.64 ], [ -89.56, 34.68 ], [ -89.55, 34.69 ] ] ] }, "raw_probability": 0.0622, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0622, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2cac4762b4a15b0faa183fd9d6cb8ccdcc75ab2205ae95a8aa0744158d501f09" }, "receipt_sha256": "2cac4762b4a15b0faa183fd9d6cb8ccdcc75ab2205ae95a8aa0744158d501f09" }, { "storm_id": "845709", "lat": 44.1639, "lon": -90.8279, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2479.0, "ebshear": 32.0, "srh01": 33.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 41.0123 }, { "name": "alignment", "value": -0.5381 }, { "name": "tau", "value": 1.7194 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.061 }, "coherence_score": 1.71937894821167, "coherence_diagnostics": { "tau": 1.71937894821167, "grad_tau": 0.46298709511756897, "torsion": 0.0, "alignment": -0.538132905960083, "S_field": 0.30911386013031006, "Gamma_field": 0.19645832479000092, "S_over_Gamma": 1.573432207107544, "Da": 11.738486289978027, "E_coh": 0.6791852712631226, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.92, 44.22 ], [ -90.91, 44.22 ], [ -90.9, 44.22 ], [ -90.89, 44.22 ], [ -90.89, 44.21 ], [ -90.88, 44.2 ], [ -90.87, 44.21 ], [ -90.86, 44.21 ], [ -90.85, 44.21 ], [ -90.84, 44.21 ], [ -90.83, 44.21 ], [ -90.82, 44.2 ], [ -90.81, 44.2 ], [ -90.8, 44.2 ], [ -90.79, 44.19 ], [ -90.78, 44.19 ], [ -90.77, 44.19 ], [ -90.76, 44.19 ], [ -90.75, 44.19 ], [ -90.74, 44.19 ], [ -90.73, 44.19 ], [ -90.72, 44.18 ], [ -90.72, 44.17 ], [ -90.71, 44.16 ], [ -90.71, 44.15 ], [ -90.71, 44.14 ], [ -90.71, 44.13 ], [ -90.72, 44.12 ], [ -90.73, 44.11 ], [ -90.74, 44.11 ], [ -90.75, 44.1 ], [ -90.76, 44.1 ], [ -90.77, 44.1 ], [ -90.78, 44.09 ], [ -90.79, 44.09 ], [ -90.8, 44.09 ], [ -90.81, 44.09 ], [ -90.82, 44.09 ], [ -90.83, 44.09 ], [ -90.84, 44.09 ], [ -90.85, 44.09 ], [ -90.85, 44.1 ], [ -90.86, 44.11 ], [ -90.87, 44.12 ], [ -90.87, 44.13 ], [ -90.88, 44.14 ], [ -90.89, 44.15 ], [ -90.9, 44.16 ], [ -90.91, 44.16 ], [ -90.9, 44.16 ], [ -90.89, 44.17 ], [ -90.88, 44.17 ], [ -90.87, 44.18 ], [ -90.88, 44.19 ], [ -90.89, 44.19 ], [ -90.89, 44.2 ], [ -90.89, 44.21 ], [ -90.9, 44.22 ], [ -90.91, 44.21 ], [ -90.91, 44.2 ], [ -90.91, 44.21 ], [ -90.92, 44.22 ] ] ] }, "raw_probability": 0.061, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.061, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dc492e8caa38b0d61e35c34c31f3fce799fe2ef9e2879c3c8b04deb7e3ef0859" }, "receipt_sha256": "dc492e8caa38b0d61e35c34c31f3fce799fe2ef9e2879c3c8b04deb7e3ef0859" }, { "storm_id": "846338", "lat": 28.0229, "lon": -94.8921, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3570.0, "ebshear": 5.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 0.9351 }, { "name": "tau", "value": 3.343 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0606 }, "coherence_score": 3.342954397201538, "coherence_diagnostics": { "tau": 3.342954397201538, "grad_tau": 0.7621651291847229, "torsion": 0.0, "alignment": 0.9350534677505493, "S_field": 1.0537561178207397, "Gamma_field": 0.25979167222976685, "S_over_Gamma": 4.056158065795898, "Da": 15.113184928894043, "E_coh": 0.9723529815673828, "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": [ [ [ -94.89, 28.08 ], [ -94.84, 28.08 ], [ -94.83, 28.06 ], [ -94.83, 28.04 ], [ -94.85, 28.02 ], [ -94.86, 27.98 ], [ -94.87, 27.97 ], [ -94.93, 27.97 ], [ -94.94, 27.96 ], [ -94.96, 27.97 ], [ -94.95, 27.99 ], [ -94.95, 28.06 ], [ -94.9, 28.06 ], [ -94.89, 28.08 ] ] ] }, "raw_probability": 0.0606, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0606, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "79d864f6cc4308c99be3128e089e3af33403944ccc612bbc46ce157e262a0046" }, "receipt_sha256": "79d864f6cc4308c99be3128e089e3af33403944ccc612bbc46ce157e262a0046" }, { "storm_id": "845907", "lat": 43.8344, "lon": -103.5131, "motion_east": 4.4, "motion_south": 2.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1844.0, "ebshear": 36.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.76, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 19.8873 }, { "name": "alignment", "value": 2.0756 }, { "name": "tau", "value": 0.8841 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0604 }, "coherence_score": 0.8840574026107788, "coherence_diagnostics": { "tau": 0.8840574026107788, "grad_tau": 0.22642388939857483, "torsion": 0.0, "alignment": 2.0755536556243896, "S_field": 0.5964280366897583, "Gamma_field": 0.6597916483879089, "S_over_Gamma": 0.9039642214775085, "Da": 39.70425033569336, "E_coh": 0.8721398711204529, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.45, 43.89 ], [ -103.42, 43.89 ], [ -103.4, 43.87 ], [ -103.4, 43.82 ], [ -103.48, 43.75 ], [ -103.55, 43.75 ], [ -103.56, 43.76 ], [ -103.58, 43.76 ], [ -103.61, 43.79 ], [ -103.61, 43.85 ], [ -103.6, 43.86 ], [ -103.58, 43.87 ], [ -103.52, 43.86 ], [ -103.51, 43.87 ], [ -103.49, 43.87 ], [ -103.45, 43.89 ] ] ] }, "raw_probability": 0.0604, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e203a438951a64e4e584651e53d0e39ec402b2b122b8a123cb8d2761d8f618fc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0604, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44b4a94bac228e08fc739145ab67d1dac69a01b1279802305962287e0a60bab9" }, "receipt_sha256": "44b4a94bac228e08fc739145ab67d1dac69a01b1279802305962287e0a60bab9" }, { "storm_id": "846407", "lat": 27.1267, "lon": -94.8967, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4022.0, "ebshear": 3.0, "srh01": 5.0, "maxllaz": 0.0, "mesh": 0.36, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 47.3873 }, { "name": "alignment", "value": -0.4853 }, { "name": "tau", "value": 2.2352 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0602 }, "coherence_score": 2.235171318054199, "coherence_diagnostics": { "tau": 2.235171318054199, "grad_tau": 0.9018023014068604, "torsion": 0.0, "alignment": -0.48525935411453247, "S_field": 0.5207131505012512, "Gamma_field": 0.390625, "S_over_Gamma": 1.3330256938934326, "Da": 22.252655029296875, "E_coh": 0.9798968434333801, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.89, 27.16 ], [ -94.85, 27.16 ], [ -94.85, 27.15 ], [ -94.87, 27.14 ], [ -94.86, 27.13 ], [ -94.87, 27.11 ], [ -94.87, 27.07 ], [ -94.92, 27.07 ], [ -94.93, 27.08 ], [ -94.93, 27.11 ], [ -94.94, 27.12 ], [ -94.93, 27.14 ], [ -94.95, 27.15 ], [ -94.9, 27.15 ], [ -94.89, 27.16 ] ] ] }, "raw_probability": 0.0602, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0602, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ec10acceac230544d1eca4b37bb627829bd9e97e17bbe1cf382433cae113b838" }, "receipt_sha256": "ec10acceac230544d1eca4b37bb627829bd9e97e17bbe1cf382433cae113b838" }, { "storm_id": "846354", "lat": 42.2364, "lon": -105.4264, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 961.0, "ebshear": 29.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 12.6373 }, { "name": "alignment", "value": 2.3002 }, { "name": "tau", "value": 0.4568 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0599 }, "coherence_score": 0.4567526876926422, "coherence_diagnostics": { "tau": 0.4567526876926422, "grad_tau": 0.06485288590192795, "torsion": 0.0, "alignment": 2.300189256668091, "S_field": 0.23039588332176208, "Gamma_field": 0.612291693687439, "S_over_Gamma": 0.37628450989723206, "Da": 36.23508834838867, "E_coh": 0.6984145641326904, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.45, 42.27 ], [ -105.39, 42.27 ], [ -105.37, 42.26 ], [ -105.38, 42.25 ], [ -105.37, 42.21 ], [ -105.4, 42.19 ], [ -105.47, 42.19 ], [ -105.48, 42.2 ], [ -105.46, 42.23 ], [ -105.47, 42.26 ], [ -105.45, 42.27 ] ] ] }, "raw_probability": 0.0599, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0599, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bcf259aa75c89124d21ff6dc2010e77954d0c7aa42c20785a8fd602458f095f0" }, "receipt_sha256": "bcf259aa75c89124d21ff6dc2010e77954d0c7aa42c20785a8fd602458f095f0" }, { "storm_id": "846287", "lat": 44.2, "lon": -90.5864, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2554.0, "ebshear": 33.0, "srh01": 36.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 41.0123 }, { "name": "alignment", "value": -0.5381 }, { "name": "tau", "value": 1.7194 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0595 }, "coherence_score": 1.71937894821167, "coherence_diagnostics": { "tau": 1.71937894821167, "grad_tau": 0.46298709511756897, "torsion": 0.0, "alignment": -0.538132905960083, "S_field": 0.30911386013031006, "Gamma_field": 0.19645832479000092, "S_over_Gamma": 1.573432207107544, "Da": 11.738486289978027, "E_coh": 0.6791852712631226, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.59, 44.23 ], [ -90.54, 44.23 ], [ -90.53, 44.22 ], [ -90.54, 44.2 ], [ -90.54, 44.16 ], [ -90.62, 44.14 ], [ -90.64, 44.15 ], [ -90.64, 44.2 ], [ -90.62, 44.22 ], [ -90.6, 44.22 ], [ -90.59, 44.23 ] ] ] }, "raw_probability": 0.0595, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "76ff94b20d11a7c680c7ad08c3493239a48cb0dc98b773f5d077c29b5e9e71de", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0595, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "31f4c97c300003fb037fbc3cb4091c236c91bcb7364f216765a0681fd1bcf532" }, "receipt_sha256": "31f4c97c300003fb037fbc3cb4091c236c91bcb7364f216765a0681fd1bcf532" }, { "storm_id": "846251", "lat": 43.9633, "lon": -113.59, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 346.0, "ebshear": 22.0, "srh01": 31.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 10.6373 }, { "name": "alignment", "value": -0.2825 }, { "name": "tau", "value": 0.2536 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0594 }, "coherence_score": 0.25362101197242737, "coherence_diagnostics": { "tau": 0.25362101197242737, "grad_tau": 0.03752927482128143, "torsion": 0.0, "alignment": -0.2825324535369873, "S_field": 0.09539777785539627, "Gamma_field": 0.4539583623409271, "S_over_Gamma": 0.21014653146266937, "Da": 26.206676483154297, "E_coh": 0.4126953184604645, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.61, 43.99 ], [ -113.56, 43.99 ], [ -113.55, 43.98 ], [ -113.56, 43.94 ], [ -113.57, 43.93 ], [ -113.61, 43.93 ], [ -113.62, 43.94 ], [ -113.62, 43.98 ], [ -113.61, 43.99 ] ] ] }, "raw_probability": 0.0594, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "353fa0a45dc4a6ca6583c44c26871bcff55e4e50fea5a994f24ae929679b3e26", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0594, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6635d7a8376c6719e2a87e49de531e02cf15d0dfc9f4f274d0e2560552852ca1" }, "receipt_sha256": "6635d7a8376c6719e2a87e49de531e02cf15d0dfc9f4f274d0e2560552852ca1" }, { "storm_id": "846393", "lat": 37.82, "lon": -106.4225, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 432.0, "ebshear": 23.0, "srh01": 34.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 15.3873 }, { "name": "alignment", "value": -0.2535 }, { "name": "tau", "value": 0.2358 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0594 }, "coherence_score": 0.2357746809720993, "coherence_diagnostics": { "tau": 0.2357746809720993, "grad_tau": 0.062221821397542953, "torsion": 0.0, "alignment": -0.2535232603549957, "S_field": 0.14391225576400757, "Gamma_field": 0.7064583897590637, "S_over_Gamma": 0.2037094533443451, "Da": 45.57904052734375, "E_coh": 0.6391201019287109, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.42, 37.84 ], [ -106.4, 37.84 ], [ -106.39, 37.8 ], [ -106.4, 37.79 ], [ -106.46, 37.79 ], [ -106.46, 37.83 ], [ -106.43, 37.83 ], [ -106.42, 37.84 ] ] ] }, "raw_probability": 0.0594, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "353fa0a45dc4a6ca6583c44c26871bcff55e4e50fea5a994f24ae929679b3e26", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0594, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6635d7a8376c6719e2a87e49de531e02cf15d0dfc9f4f274d0e2560552852ca1" }, "receipt_sha256": "6635d7a8376c6719e2a87e49de531e02cf15d0dfc9f4f274d0e2560552852ca1" }, { "storm_id": "846003", "lat": 46.4442, "lon": -111.9933, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1259.0, "ebshear": 30.0, "srh01": 41.0, "maxllaz": 0.003, "mesh": 0.44, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 14.8873 }, { "name": "alignment", "value": 0.8576 }, { "name": "tau", "value": 0.2979 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0589 }, "coherence_score": 0.2979046404361725, "coherence_diagnostics": { "tau": 0.2979046404361725, "grad_tau": 0.01584772951900959, "torsion": 0.0, "alignment": 0.8576147556304932, "S_field": 0.08414307236671448, "Gamma_field": 0.4164583683013916, "S_over_Gamma": 0.20204438269138336, "Da": 24.468748092651367, "E_coh": 0.5344590544700623, "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": [ [ [ -111.99, 46.5 ], [ -111.97, 46.5 ], [ -111.93, 46.47 ], [ -111.93, 46.43 ], [ -111.98, 46.38 ], [ -112.0, 46.38 ], [ -112.01, 46.37 ], [ -112.04, 46.4 ], [ -112.04, 46.45 ], [ -112.02, 46.47 ], [ -112.02, 46.48 ], [ -111.99, 46.5 ] ] ] }, "raw_probability": 0.0589, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0589, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f138721ae65553640f75c7d476d5698c8a90df9cd2e2a3e08038c75ce3929e67" }, "receipt_sha256": "f138721ae65553640f75c7d476d5698c8a90df9cd2e2a3e08038c75ce3929e67" }, { "storm_id": "846382", "lat": 44.1437, "lon": -114.0812, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 435.0, "ebshear": 25.0, "srh01": 36.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 10.3873 }, { "name": "alignment", "value": -0.0002 }, { "name": "tau", "value": 0.2701 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0589 }, "coherence_score": 0.27008581161499023, "coherence_diagnostics": { "tau": 0.27008581161499023, "grad_tau": 0.04032835364341736, "torsion": 0.0, "alignment": -0.00016111135482788086, "S_field": 0.11280060559511185, "Gamma_field": 0.4789583683013916, "S_over_Gamma": 0.23551234602928162, "Da": 28.141801834106445, "E_coh": 0.3203149139881134, "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": [ [ [ -114.08, 44.18 ], [ -114.05, 44.18 ], [ -114.05, 44.12 ], [ -114.07, 44.11 ], [ -114.1, 44.11 ], [ -114.11, 44.12 ], [ -114.11, 44.15 ], [ -114.08, 44.18 ] ] ] }, "raw_probability": 0.0589, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0589, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f138721ae65553640f75c7d476d5698c8a90df9cd2e2a3e08038c75ce3929e67" }, "receipt_sha256": "f138721ae65553640f75c7d476d5698c8a90df9cd2e2a3e08038c75ce3929e67" }, { "storm_id": "846353", "lat": 42.7087, "lon": -116.3388, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 873.0, "ebshear": 29.0, "srh01": 51.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 11.1373 }, { "name": "alignment", "value": 0.7918 }, { "name": "tau", "value": 0.2798 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0587 }, "coherence_score": 0.2798021733760834, "coherence_diagnostics": { "tau": 0.2798021733760834, "grad_tau": 0.08191226422786713, "torsion": 0.0, "alignment": 0.791772186756134, "S_field": 0.10597483813762665, "Gamma_field": 0.4597916603088379, "S_over_Gamma": 0.2304844707250595, "Da": 28.01471519470215, "E_coh": 0.44235503673553467, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -116.33, 42.75 ], [ -116.3, 42.73 ], [ -116.3, 42.69 ], [ -116.33, 42.66 ], [ -116.36, 42.66 ], [ -116.39, 42.69 ], [ -116.37, 42.74 ], [ -116.33, 42.75 ] ] ] }, "raw_probability": 0.0587, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0587, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c1d279d0a186b9620c8cb6a9ad47c03b534b5bbdb59e7fcbd650a06208c1a4a" }, "receipt_sha256": "2c1d279d0a186b9620c8cb6a9ad47c03b534b5bbdb59e7fcbd650a06208c1a4a" }, { "storm_id": "844921", "lat": 36.115, "lon": -77.187, "motion_east": 3.2, "motion_south": 8.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2789.0, "ebshear": 25.0, "srh01": 17.0, "maxllaz": 0.008, "mesh": 0.23, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 38.8873 }, { "name": "alignment", "value": 0.0543 }, { "name": "tau", "value": 2.4035 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0584 }, "coherence_score": 2.4034814834594727, "coherence_diagnostics": { "tau": 2.4034814834594727, "grad_tau": 0.2018038034439087, "torsion": 0.0, "alignment": 0.05431746691465378, "S_field": 0.6853698492050171, "Gamma_field": 0.3147916793823242, "S_over_Gamma": 2.1772172451019287, "Da": 19.11798095703125, "E_coh": 0.9438813328742981, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.17, 36.21 ], [ -77.11, 36.2 ], [ -77.09, 36.18 ], [ -77.08, 36.16 ], [ -77.08, 36.12 ], [ -77.09, 36.1 ], [ -77.12, 36.07 ], [ -77.13, 36.07 ], [ -77.17, 36.04 ], [ -77.25, 36.04 ], [ -77.26, 36.05 ], [ -77.27, 36.04 ], [ -77.29, 36.04 ], [ -77.29, 36.07 ], [ -77.26, 36.11 ], [ -77.26, 36.12 ], [ -77.24, 36.14 ], [ -77.23, 36.14 ], [ -77.18, 36.19 ], [ -77.17, 36.21 ] ] ] }, "raw_probability": 0.0584, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0584, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb2769c688fca5db1ebc89b4d8f7fe6dd2f9a957baa8288febf4556e22799ce3" }, "receipt_sha256": "eb2769c688fca5db1ebc89b4d8f7fe6dd2f9a957baa8288febf4556e22799ce3" }, { "storm_id": "845351", "lat": 37.465, "lon": -84.5586, "motion_east": 4.0, "motion_south": -3.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1831.0, "ebshear": 22.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 48.6373 }, { "name": "alignment", "value": 4.8163 }, { "name": "tau", "value": 2.2536 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0584 }, "coherence_score": 2.253622531890869, "coherence_diagnostics": { "tau": 2.253622531890869, "grad_tau": 0.5248575806617737, "torsion": 0.0, "alignment": 4.816311836242676, "S_field": 0.7012251615524292, "Gamma_field": 0.19562499225139618, "S_over_Gamma": 3.5845377445220947, "Da": 12.057700157165527, "E_coh": 0.8673916459083557, "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": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.52, 37.57 ], [ -84.48, 37.57 ], [ -84.45, 37.55 ], [ -84.46, 37.54 ], [ -84.45, 37.53 ], [ -84.45, 37.49 ], [ -84.47, 37.47 ], [ -84.48, 37.44 ], [ -84.49, 37.43 ], [ -84.52, 37.43 ], [ -84.53, 37.44 ], [ -84.59, 37.44 ], [ -84.62, 37.41 ], [ -84.65, 37.4 ], [ -84.66, 37.38 ], [ -84.68, 37.37 ], [ -84.69, 37.38 ], [ -84.69, 37.4 ], [ -84.67, 37.42 ], [ -84.66, 37.45 ], [ -84.56, 37.55 ], [ -84.52, 37.57 ] ] ] }, "raw_probability": 0.0584, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0584, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb2769c688fca5db1ebc89b4d8f7fe6dd2f9a957baa8288febf4556e22799ce3" }, "receipt_sha256": "eb2769c688fca5db1ebc89b4d8f7fe6dd2f9a957baa8288febf4556e22799ce3" }, { "storm_id": "846070", "lat": 35.185, "lon": -79.2938, "motion_east": 4.4, "motion_south": 0.5, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3591.0, "ebshear": 17.0, "srh01": 16.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 35.8873 }, { "name": "alignment", "value": -2.1891 }, { "name": "tau", "value": 2.3321 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0584 }, "coherence_score": 2.332144021987915, "coherence_diagnostics": { "tau": 2.332144021987915, "grad_tau": 0.12884145975112915, "torsion": 0.0, "alignment": -2.189147472381592, "S_field": 0.3400322198867798, "Gamma_field": 0.31812500953674316, "S_over_Gamma": 1.0688635110855103, "Da": 18.689054489135742, "E_coh": 0.8406496644020081, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.33, 35.24 ], [ -79.25, 35.22 ], [ -79.25, 35.18 ], [ -79.24, 35.16 ], [ -79.3, 35.16 ], [ -79.32, 35.14 ], [ -79.33, 35.14 ], [ -79.33, 35.24 ] ] ] }, "raw_probability": 0.0584, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0584, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb2769c688fca5db1ebc89b4d8f7fe6dd2f9a957baa8288febf4556e22799ce3" }, "receipt_sha256": "eb2769c688fca5db1ebc89b4d8f7fe6dd2f9a957baa8288febf4556e22799ce3" }, { "storm_id": "845453", "lat": 30.2936, "lon": -84.4357, "motion_east": 4.1, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3836.0, "ebshear": 16.0, "srh01": 40.0, "maxllaz": 0.006, "mesh": 0.23, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 49.1373 }, { "name": "alignment", "value": 3.3335 }, { "name": "tau", "value": 4.7416 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0579 }, "coherence_score": 4.741565704345703, "coherence_diagnostics": { "tau": 4.741565704345703, "grad_tau": 0.28304845094680786, "torsion": 0.0, "alignment": 3.333482503890991, "S_field": 1.7769397497177124, "Gamma_field": 0.2147916704416275, "S_over_Gamma": 8.272851943969727, "Da": 13.010210990905762, "E_coh": 0.9649278521537781, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.44, 30.35 ], [ -84.39, 30.34 ], [ -84.37, 30.32 ], [ -84.36, 30.28 ], [ -84.4, 30.24 ], [ -84.42, 30.24 ], [ -84.43, 30.23 ], [ -84.47, 30.23 ], [ -84.49, 30.25 ], [ -84.49, 30.3 ], [ -84.47, 30.32 ], [ -84.47, 30.33 ], [ -84.46, 30.33 ], [ -84.44, 30.35 ] ] ] }, "raw_probability": 0.0579, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "fe2a72878b5f2d345374a1cf27fe69e05b889573c0f1f30f907f7357caf5b429", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0579, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a17c9924fe80c1f8a3a20f2f12b96a39dd534efa4a51b5ca5d0d3e91b3018268" }, "receipt_sha256": "a17c9924fe80c1f8a3a20f2f12b96a39dd534efa4a51b5ca5d0d3e91b3018268" }, { "storm_id": "845876", "lat": 26.9092, "lon": -98.1869, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2192.0, "ebshear": 7.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.25, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 39.0123 }, { "name": "alignment", "value": -1.5354 }, { "name": "tau", "value": 1.0776 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0576 }, "coherence_score": 1.077551007270813, "coherence_diagnostics": { "tau": 1.077551007270813, "grad_tau": 0.35975363850593567, "torsion": 0.0, "alignment": -1.5353649854660034, "S_field": 0.9141191840171814, "Gamma_field": 0.3389583230018616, "S_over_Gamma": 2.6968483924865723, "Da": 21.898189544677734, "E_coh": 0.9572441577911377, "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": [ [ [ -98.19, 26.94 ], [ -98.17, 26.94 ], [ -98.16, 26.93 ], [ -98.16, 26.91 ], [ -98.14, 26.9 ], [ -98.14, 26.89 ], [ -98.15, 26.89 ], [ -98.17, 26.87 ], [ -98.25, 26.87 ], [ -98.25, 26.9 ], [ -98.24, 26.92 ], [ -98.22, 26.92 ], [ -98.19, 26.94 ] ] ] }, "raw_probability": 0.0576, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0576, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b8118cf34c7427b40128ebb04f1d497820878f925644e73a5b1bf6c08dfe95ae" }, "receipt_sha256": "b8118cf34c7427b40128ebb04f1d497820878f925644e73a5b1bf6c08dfe95ae" }, { "storm_id": "846072", "lat": 34.9078, "lon": -77.6256, "motion_east": 6.0, "motion_south": 3.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2956.0, "ebshear": 16.0, "srh01": 29.0, "maxllaz": 0.003, "mesh": 0.56, "flash_rate": 16.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": 0.84 }, { "name": "tau", "value": 2.3422 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0571 }, "coherence_score": 2.3422136306762695, "coherence_diagnostics": { "tau": 2.3422136306762695, "grad_tau": 0.22416839003562927, "torsion": 0.0, "alignment": 0.8399569988250732, "S_field": 0.3025984466075897, "Gamma_field": 0.4272916913032532, "S_over_Gamma": 0.7081776857376099, "Da": 25.475173950195312, "E_coh": 0.8622919917106628, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.63, 34.95 ], [ -77.61, 34.95 ], [ -77.58, 34.93 ], [ -77.58, 34.88 ], [ -77.6, 34.86 ], [ -77.66, 34.86 ], [ -77.67, 34.87 ], [ -77.67, 34.92 ], [ -77.63, 34.95 ] ] ] }, "raw_probability": 0.0571, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0571, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94147002f932d8a9023244efbd4e369f43b01441489bf24984b777f85b04d304" }, "receipt_sha256": "94147002f932d8a9023244efbd4e369f43b01441489bf24984b777f85b04d304" }, { "storm_id": "846268", "lat": 35.494, "lon": -74.509, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2017.0, "ebshear": 23.0, "srh01": 22.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 48.1373 }, { "name": "alignment", "value": 2.5308 }, { "name": "tau", "value": 3.43 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0569 }, "coherence_score": 3.4299583435058594, "coherence_diagnostics": { "tau": 3.4299583435058594, "grad_tau": 0.27163106203079224, "torsion": 0.0, "alignment": 2.5308337211608887, "S_field": 1.2556558847427368, "Gamma_field": 0.33645835518836975, "S_over_Gamma": 3.731980085372925, "Da": 19.818805694580078, "E_coh": 0.9790770411491394, "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": [ [ [ -74.53, 35.53 ], [ -74.49, 35.53 ], [ -74.48, 35.52 ], [ -74.48, 35.51 ], [ -74.5, 35.49 ], [ -74.49, 35.46 ], [ -74.52, 35.43 ], [ -74.54, 35.46 ], [ -74.53, 35.48 ], [ -74.53, 35.53 ] ] ] }, "raw_probability": 0.0569, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1469e6e4f061c16d570546d98c9b0ceb96718c5b9bce45af4fe05272305279b3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0569, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9d400e8e10bfa8906be41ed5956437402fbfac3207652ed9f3f28a9e1e0a7870" }, "receipt_sha256": "9d400e8e10bfa8906be41ed5956437402fbfac3207652ed9f3f28a9e1e0a7870" }, { "storm_id": "846244", "lat": 25.9176, "lon": -95.5588, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3930.0, "ebshear": 5.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 47.7623 }, { "name": "alignment", "value": 0.7435 }, { "name": "tau", "value": 1.1282 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0568 }, "coherence_score": 1.1282424926757812, "coherence_diagnostics": { "tau": 1.1282424926757812, "grad_tau": 0.9496108293533325, "torsion": 0.0, "alignment": 0.7435377240180969, "S_field": 0.8268017768859863, "Gamma_field": 0.3422916829586029, "S_over_Gamma": 2.4154889583587646, "Da": 19.228973388671875, "E_coh": 0.9854481816291809, "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": [ [ [ -95.53, 25.98 ], [ -95.51, 25.98 ], [ -95.5, 25.97 ], [ -95.5, 25.88 ], [ -95.53, 25.86 ], [ -95.53, 25.84 ], [ -95.56, 25.86 ], [ -95.58, 25.85 ], [ -95.6, 25.86 ], [ -95.61, 25.87 ], [ -95.61, 25.89 ], [ -95.63, 25.93 ], [ -95.61, 25.95 ], [ -95.57, 25.96 ], [ -95.56, 25.97 ], [ -95.54, 25.97 ], [ -95.53, 25.98 ] ] ] }, "raw_probability": 0.0568, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0568, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ffa1fd0bcc07c3eeeb3f467e9fd7f61b5b6ff0ea080e69bac1f6553fcbeb9c15" }, "receipt_sha256": "ffa1fd0bcc07c3eeeb3f467e9fd7f61b5b6ff0ea080e69bac1f6553fcbeb9c15" }, { "storm_id": "846384", "lat": 42.5831, "lon": -108.3597, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 502.0, "ebshear": 19.0, "srh01": 29.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 11.7623 }, { "name": "alignment", "value": 0.9078 }, { "name": "tau", "value": 0.248 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0563 }, "coherence_score": 0.24803045392036438, "coherence_diagnostics": { "tau": 0.24803045392036438, "grad_tau": 0.044427450746297836, "torsion": 0.0, "alignment": 0.9078161716461182, "S_field": 0.15139517188072205, "Gamma_field": 1.4889583587646484, "S_over_Gamma": 0.10167858004570007, "Da": 88.81886291503906, "E_coh": 0.289713978767395, "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": [ [ [ -108.39, 42.62 ], [ -108.38, 42.62 ], [ -108.37, 42.62 ], [ -108.36, 42.62 ], [ -108.35, 42.62 ], [ -108.34, 42.62 ], [ -108.33, 42.62 ], [ -108.34, 42.61 ], [ -108.35, 42.61 ], [ -108.36, 42.6 ], [ -108.36, 42.59 ], [ -108.35, 42.58 ], [ -108.34, 42.57 ], [ -108.33, 42.57 ], [ -108.32, 42.56 ], [ -108.32, 42.55 ], [ -108.33, 42.54 ], [ -108.34, 42.54 ], [ -108.35, 42.54 ], [ -108.36, 42.54 ], [ -108.37, 42.54 ], [ -108.38, 42.54 ], [ -108.39, 42.54 ], [ -108.4, 42.55 ], [ -108.39, 42.56 ], [ -108.38, 42.57 ], [ -108.37, 42.58 ], [ -108.36, 42.59 ], [ -108.36, 42.6 ], [ -108.37, 42.61 ], [ -108.38, 42.62 ], [ -108.39, 42.62 ] ] ] }, "raw_probability": 0.0563, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0563, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ac691a26b393f49da74c8435b9865498e0cfc78d19d0f3f5bb51a2e2450fcc26" }, "receipt_sha256": "ac691a26b393f49da74c8435b9865498e0cfc78d19d0f3f5bb51a2e2450fcc26" }, { "storm_id": "845614", "lat": 28.4025, "lon": -94.2117, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3817.0, "ebshear": 5.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 0.9351 }, { "name": "tau", "value": 3.343 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.056 }, "coherence_score": 3.342954397201538, "coherence_diagnostics": { "tau": 3.342954397201538, "grad_tau": 0.7621651291847229, "torsion": 0.0, "alignment": 0.9350534677505493, "S_field": 1.0537561178207397, "Gamma_field": 0.25979167222976685, "S_over_Gamma": 4.056158065795898, "Da": 15.113184928894043, "E_coh": 0.9723529815673828, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.22, 28.45 ], [ -94.19, 28.45 ], [ -94.16, 28.43 ], [ -94.15, 28.41 ], [ -94.16, 28.38 ], [ -94.19, 28.36 ], [ -94.24, 28.36 ], [ -94.25, 28.37 ], [ -94.27, 28.37 ], [ -94.25, 28.38 ], [ -94.24, 28.42 ], [ -94.22, 28.45 ] ] ] }, "raw_probability": 0.056, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.056, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8213813d2e2343582dac1c5a221b0378b063b76254ddbb0baf31de11c817059b" }, "receipt_sha256": "8213813d2e2343582dac1c5a221b0378b063b76254ddbb0baf31de11c817059b" }, { "storm_id": "846179", "lat": 27.9591, "lon": -94.31, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3335.0, "ebshear": 3.0, "srh01": 7.0, "maxllaz": 0.0, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 0.9351 }, { "name": "tau", "value": 3.343 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.056 }, "coherence_score": 3.342954397201538, "coherence_diagnostics": { "tau": 3.342954397201538, "grad_tau": 0.7621651291847229, "torsion": 0.0, "alignment": 0.9350534677505493, "S_field": 1.0537561178207397, "Gamma_field": 0.25979167222976685, "S_over_Gamma": 4.056158065795898, "Da": 15.113184928894043, "E_coh": 0.9723529815673828, "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": [ [ [ -94.33, 28.0 ], [ -94.27, 27.99 ], [ -94.27, 27.95 ], [ -94.26, 27.94 ], [ -94.27, 27.92 ], [ -94.33, 27.92 ], [ -94.34, 27.93 ], [ -94.34, 27.95 ], [ -94.33, 27.96 ], [ -94.34, 27.99 ], [ -94.33, 28.0 ] ] ] }, "raw_probability": 0.056, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.056, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8213813d2e2343582dac1c5a221b0378b063b76254ddbb0baf31de11c817059b" }, "receipt_sha256": "8213813d2e2343582dac1c5a221b0378b063b76254ddbb0baf31de11c817059b" }, { "storm_id": "846307", "lat": 28.2692, "lon": -94.465, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3785.0, "ebshear": 5.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 0.9351 }, { "name": "tau", "value": 3.343 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.056 }, "coherence_score": 3.342954397201538, "coherence_diagnostics": { "tau": 3.342954397201538, "grad_tau": 0.7621651291847229, "torsion": 0.0, "alignment": 0.9350534677505493, "S_field": 1.0537561178207397, "Gamma_field": 0.25979167222976685, "S_over_Gamma": 4.056158065795898, "Da": 15.113184928894043, "E_coh": 0.9723529815673828, "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": [ [ [ -94.47, 28.31 ], [ -94.43, 28.31 ], [ -94.42, 28.3 ], [ -94.43, 28.26 ], [ -94.44, 28.25 ], [ -94.43, 28.24 ], [ -94.44, 28.23 ], [ -94.52, 28.22 ], [ -94.53, 28.24 ], [ -94.5, 28.27 ], [ -94.5, 28.29 ], [ -94.47, 28.31 ] ] ] }, "raw_probability": 0.056, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.056, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8213813d2e2343582dac1c5a221b0378b063b76254ddbb0baf31de11c817059b" }, "receipt_sha256": "8213813d2e2343582dac1c5a221b0378b063b76254ddbb0baf31de11c817059b" }, { "storm_id": "845844", "lat": 35.1475, "lon": -73.2738, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1757.0, "ebshear": 24.0, "srh01": 43.0, "maxllaz": 0.0, "mesh": 0.23, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 44.2623 }, { "name": "alignment", "value": 4.8533 }, { "name": "tau", "value": 3.7771 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0553 }, "coherence_score": 3.7770800590515137, "coherence_diagnostics": { "tau": 3.7770800590515137, "grad_tau": 0.24170608818531036, "torsion": 0.0, "alignment": 4.853273868560791, "S_field": 1.10723876953125, "Gamma_field": 0.28729167580604553, "S_over_Gamma": 3.854058027267456, "Da": 18.686256408691406, "E_coh": 0.897832453250885, "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": [ [ [ -73.29, 35.18 ], [ -73.24, 35.17 ], [ -73.23, 35.15 ], [ -73.25, 35.11 ], [ -73.29, 35.11 ], [ -73.3, 35.12 ], [ -73.3, 35.16 ], [ -73.29, 35.18 ] ] ] }, "raw_probability": 0.0553, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0553, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d51d212440d96d9b484a476a3435fbc62d6f95a63cdee60b6416a7f5e3ab3ce3" }, "receipt_sha256": "d51d212440d96d9b484a476a3435fbc62d6f95a63cdee60b6416a7f5e3ab3ce3" }, { "storm_id": "846403", "lat": 30.4667, "lon": -87.19, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2997.0, "ebshear": 17.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 55.8873 }, { "name": "alignment", "value": -1.1271 }, { "name": "tau", "value": 4.6214 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0553 }, "coherence_score": 4.621392250061035, "coherence_diagnostics": { "tau": 4.621392250061035, "grad_tau": 0.23633545637130737, "torsion": 0.0, "alignment": -1.127121090888977, "S_field": 0.9567921757698059, "Gamma_field": 0.28562501072883606, "S_over_Gamma": 3.3498194217681885, "Da": 17.36924171447754, "E_coh": 0.9758740067481995, "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": [ [ [ -87.22, 30.49 ], [ -87.16, 30.48 ], [ -87.14, 30.46 ], [ -87.14, 30.44 ], [ -87.15, 30.45 ], [ -87.22, 30.45 ], [ -87.23, 30.46 ], [ -87.23, 30.48 ], [ -87.22, 30.49 ] ] ] }, "raw_probability": 0.0553, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0553, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d51d212440d96d9b484a476a3435fbc62d6f95a63cdee60b6416a7f5e3ab3ce3" }, "receipt_sha256": "d51d212440d96d9b484a476a3435fbc62d6f95a63cdee60b6416a7f5e3ab3ce3" }, { "storm_id": "845587", "lat": 36.1332, "lon": -77.59, "motion_east": 1.4, "motion_south": 7.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2333.0, "ebshear": 26.0, "srh01": 18.0, "maxllaz": 0.008, "mesh": 0.3, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 38.8873 }, { "name": "alignment", "value": 0.0543 }, { "name": "tau", "value": 2.4035 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0549 }, "coherence_score": 2.4034814834594727, "coherence_diagnostics": { "tau": 2.4034814834594727, "grad_tau": 0.2018038034439087, "torsion": 0.0, "alignment": 0.05431746691465378, "S_field": 0.6853698492050171, "Gamma_field": 0.3147916793823242, "S_over_Gamma": 2.1772172451019287, "Da": 19.11798095703125, "E_coh": 0.9438813328742981, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.65, 36.19 ], [ -77.58, 36.19 ], [ -77.57, 36.18 ], [ -77.55, 36.18 ], [ -77.53, 36.16 ], [ -77.5, 36.16 ], [ -77.47, 36.13 ], [ -77.47, 36.09 ], [ -77.52, 36.05 ], [ -77.59, 36.05 ], [ -77.6, 36.04 ], [ -77.6, 36.05 ], [ -77.65, 36.09 ], [ -77.65, 36.13 ], [ -77.66, 36.14 ], [ -77.66, 36.16 ], [ -77.65, 36.17 ], [ -77.66, 36.18 ], [ -77.65, 36.19 ] ] ] }, "raw_probability": 0.0549, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0549, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c7e7ae635e4586765e219e46520389cec803756538ff98363f5189fdddcc49b9" }, "receipt_sha256": "c7e7ae635e4586765e219e46520389cec803756538ff98363f5189fdddcc49b9" }, { "storm_id": "846191", "lat": 40.0106, "lon": -106.1688, "motion_east": 5.5, "motion_south": 1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 658.0, "ebshear": 21.0, "srh01": 29.0, "maxllaz": 0.005, "mesh": 0.64, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 15.2623 }, { "name": "alignment", "value": 1.589 }, { "name": "tau", "value": 0.4217 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0549 }, "coherence_score": 0.4217296838760376, "coherence_diagnostics": { "tau": 0.4217296838760376, "grad_tau": 0.08974270522594452, "torsion": 0.0, "alignment": 1.589019775390625, "S_field": 0.26445862650871277, "Gamma_field": 0.8697916865348816, "S_over_Gamma": 0.30404824018478394, "Da": 53.63521194458008, "E_coh": 0.7074541449546814, "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": [ [ [ -106.18, 40.09 ], [ -106.12, 40.06 ], [ -106.1, 40.06 ], [ -106.06, 40.03 ], [ -106.06, 40.0 ], [ -106.08, 39.97 ], [ -106.11, 39.97 ], [ -106.17, 39.94 ], [ -106.2, 39.94 ], [ -106.21, 39.95 ], [ -106.23, 39.95 ], [ -106.26, 39.98 ], [ -106.26, 40.03 ], [ -106.24, 40.05 ], [ -106.24, 40.06 ], [ -106.18, 40.09 ] ] ] }, "raw_probability": 0.0549, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0549, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c7e7ae635e4586765e219e46520389cec803756538ff98363f5189fdddcc49b9" }, "receipt_sha256": "c7e7ae635e4586765e219e46520389cec803756538ff98363f5189fdddcc49b9" }, { "storm_id": "846082", "lat": 38.7465, "lon": -104.5571, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 467.0, "ebshear": 22.0, "srh01": 30.0, "maxllaz": 0.005, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 14.3873 }, { "name": "alignment", "value": 2.0206 }, { "name": "tau", "value": 0.4671 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0545 }, "coherence_score": 0.46706146001815796, "coherence_diagnostics": { "tau": 0.46706146001815796, "grad_tau": 0.07923129200935364, "torsion": 0.0, "alignment": 2.020551919937134, "S_field": 0.26245033740997314, "Gamma_field": 0.5831250548362732, "S_over_Gamma": 0.45007556676864624, "Da": 37.00666046142578, "E_coh": 0.7713544368743896, "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": [ [ [ -104.55, 38.81 ], [ -104.49, 38.81 ], [ -104.46, 38.78 ], [ -104.45, 38.78 ], [ -104.45, 38.74 ], [ -104.48, 38.71 ], [ -104.53, 38.71 ], [ -104.55, 38.72 ], [ -104.56, 38.71 ], [ -104.59, 38.71 ], [ -104.6, 38.7 ], [ -104.65, 38.7 ], [ -104.66, 38.71 ], [ -104.66, 38.75 ], [ -104.64, 38.77 ], [ -104.6, 38.77 ], [ -104.55, 38.81 ] ] ] }, "raw_probability": 0.0545, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0545, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "63564cf6bbfcf13b85c3a1c9e2ebfbbfdd49372601109ee55d73b0cbb2b937af" }, "receipt_sha256": "63564cf6bbfcf13b85c3a1c9e2ebfbbfdd49372601109ee55d73b0cbb2b937af" }, { "storm_id": "846406", "lat": 28.0523, "lon": -82.2223, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2591.0, "ebshear": 5.0, "srh01": 17.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 47.2623 }, { "name": "alignment", "value": 0.7366 }, { "name": "tau", "value": 3.9379 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0545 }, "coherence_score": 3.9378626346588135, "coherence_diagnostics": { "tau": 3.9378626346588135, "grad_tau": 0.23164422810077667, "torsion": 0.0, "alignment": 0.7366361618041992, "S_field": 0.9942609071731567, "Gamma_field": 0.24562500417232513, "S_over_Gamma": 4.047881603240967, "Da": 15.449202537536621, "E_coh": 0.9712929129600525, "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": [ [ [ -82.25, 28.11 ], [ -82.24, 28.1 ], [ -82.24, 28.07 ], [ -82.22, 28.05 ], [ -82.18, 28.05 ], [ -82.18, 28.02 ], [ -82.17, 28.01 ], [ -82.19, 28.01 ], [ -82.2, 28.02 ], [ -82.26, 28.02 ], [ -82.26, 28.05 ], [ -82.25, 28.06 ], [ -82.25, 28.11 ] ] ] }, "raw_probability": 0.0545, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0545, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "63564cf6bbfcf13b85c3a1c9e2ebfbbfdd49372601109ee55d73b0cbb2b937af" }, "receipt_sha256": "63564cf6bbfcf13b85c3a1c9e2ebfbbfdd49372601109ee55d73b0cbb2b937af" }, { "storm_id": "845954", "lat": 34.798, "lon": -91.9975, "motion_east": 4.2, "motion_south": 2.4, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3479.0, "ebshear": 14.0, "srh01": 6.0, "maxllaz": 0.004, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 41.7623 }, { "name": "alignment", "value": -0.5763 }, { "name": "tau", "value": 3.5497 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0543 }, "coherence_score": 3.5496740341186523, "coherence_diagnostics": { "tau": 3.5496740341186523, "grad_tau": 0.4009726345539093, "torsion": 0.0, "alignment": -0.5763037800788879, "S_field": 1.334313988685608, "Gamma_field": 0.2864583432674408, "S_over_Gamma": 4.657968521118164, "Da": 18.366756439208984, "E_coh": 0.993830680847168, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.95, 34.91 ], [ -91.94, 34.87 ], [ -91.93, 34.86 ], [ -91.94, 34.85 ], [ -91.94, 34.78 ], [ -91.98, 34.73 ], [ -91.98, 34.69 ], [ -91.99, 34.67 ], [ -92.01, 34.66 ], [ -92.03, 34.68 ], [ -92.06, 34.68 ], [ -92.07, 34.7 ], [ -92.06, 34.79 ], [ -92.05, 34.8 ], [ -92.04, 34.85 ], [ -92.02, 34.87 ], [ -92.02, 34.88 ], [ -92.01, 34.89 ], [ -91.98, 34.89 ], [ -91.95, 34.91 ] ] ] }, "raw_probability": 0.0543, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0543, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "089593795c9ecf813fb2c8e9d21bf89d8d7f800d211bcbb22c8e5c92eb2cc8a1" }, "receipt_sha256": "089593795c9ecf813fb2c8e9d21bf89d8d7f800d211bcbb22c8e5c92eb2cc8a1" }, { "storm_id": "845736", "lat": 45.7145, "lon": -113.8073, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 694.0, "ebshear": 24.0, "srh01": 28.0, "maxllaz": 0.003, "mesh": 0.2, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 15.5123 }, { "name": "alignment", "value": 2.1994 }, { "name": "tau", "value": 0.3124 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0541 }, "coherence_score": 0.31235453486442566, "coherence_diagnostics": { "tau": 0.31235453486442566, "grad_tau": 0.023297185078263283, "torsion": 0.0, "alignment": 2.1993653774261475, "S_field": 0.08768877387046814, "Gamma_field": 0.4064583480358124, "S_over_Gamma": 0.21573863923549652, "Da": 23.056297302246094, "E_coh": 0.3631979823112488, "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": [ [ [ -113.8, 45.76 ], [ -113.76, 45.76 ], [ -113.76, 45.7 ], [ -113.77, 45.69 ], [ -113.79, 45.69 ], [ -113.8, 45.68 ], [ -113.84, 45.67 ], [ -113.86, 45.69 ], [ -113.86, 45.72 ], [ -113.84, 45.74 ], [ -113.8, 45.76 ] ] ] }, "raw_probability": 0.0541, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0541, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c8f77080ae0fcb687f298af94ad6d7c8e6d1b57053906639fe20cadad84cc99d" }, "receipt_sha256": "c8f77080ae0fcb687f298af94ad6d7c8e6d1b57053906639fe20cadad84cc99d" }, { "storm_id": "845192", "lat": 29.3813, "lon": -81.894, "motion_east": 4.4, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2329.0, "ebshear": 3.0, "srh01": 16.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 47.2623 }, { "name": "alignment", "value": -0.8098 }, { "name": "tau", "value": 4.4065 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0537 }, "coherence_score": 4.40654993057251, "coherence_diagnostics": { "tau": 4.40654993057251, "grad_tau": 0.3054455816745758, "torsion": 0.0, "alignment": -0.8097772598266602, "S_field": 1.384723424911499, "Gamma_field": 0.2172916680574417, "S_over_Gamma": 6.3726487159729, "Da": 13.16676139831543, "E_coh": 0.9539718627929688, "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": [ [ [ -81.94, 29.43 ], [ -81.92, 29.43 ], [ -81.9, 29.41 ], [ -81.88, 29.41 ], [ -81.87, 29.4 ], [ -81.87, 29.39 ], [ -81.84, 29.36 ], [ -81.84, 29.32 ], [ -81.85, 29.31 ], [ -81.87, 29.31 ], [ -81.91, 29.33 ], [ -81.92, 29.37 ], [ -81.94, 29.4 ], [ -81.92, 29.42 ], [ -81.94, 29.43 ] ] ] }, "raw_probability": 0.0537, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0537, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8a8652083aace7866ccf6d666c1d40ecdeaa2e8b2bfec0389a4297b09b13e492" }, "receipt_sha256": "8a8652083aace7866ccf6d666c1d40ecdeaa2e8b2bfec0389a4297b09b13e492" }, { "storm_id": "846143", "lat": 50.5946, "lon": -68.6438, "motion_east": 4.2, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "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": 22.1373 }, { "name": "alignment", "value": -1.4364 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0536 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.13456860184669495, "torsion": 0.0, "alignment": -1.4363718032836914, "S_field": 0.12507937848567963, "Gamma_field": 0.31312501430511475, "S_over_Gamma": 0.39945507049560547, "Da": 19.94905662536621, "E_coh": 0.0816129595041275, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.64, 50.65 ], [ -68.58, 50.64 ], [ -68.58, 50.58 ], [ -68.59, 50.58 ], [ -68.61, 50.56 ], [ -68.63, 50.56 ], [ -68.66, 50.54 ], [ -68.68, 50.54 ], [ -68.71, 50.56 ], [ -68.71, 50.6 ], [ -68.69, 50.63 ], [ -68.65, 50.64 ], [ -68.64, 50.65 ] ] ] }, "raw_probability": 0.0536, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "148588755093e3888efdd08ab1780447d8c7c98839d34d5387ff3e94e8afc66b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0536, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "70ef10ca15e31596bab7cba5abbf83b8107d5a127ce53c20eece3058809e287a" }, "receipt_sha256": "70ef10ca15e31596bab7cba5abbf83b8107d5a127ce53c20eece3058809e287a" }, { "storm_id": "846344", "lat": 50.5245, "lon": -68.89, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "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": 22.1373 }, { "name": "alignment", "value": -1.4364 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0536 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.13456860184669495, "torsion": 0.0, "alignment": -1.4363718032836914, "S_field": 0.12507937848567963, "Gamma_field": 0.31312501430511475, "S_over_Gamma": 0.39945507049560547, "Da": 19.94905662536621, "E_coh": 0.0816129595041275, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.92, 50.57 ], [ -68.83, 50.57 ], [ -68.82, 50.56 ], [ -68.82, 50.51 ], [ -68.83, 50.5 ], [ -68.85, 50.5 ], [ -68.91, 50.47 ], [ -68.95, 50.48 ], [ -68.97, 50.5 ], [ -68.97, 50.54 ], [ -68.92, 50.57 ] ] ] }, "raw_probability": 0.0536, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "148588755093e3888efdd08ab1780447d8c7c98839d34d5387ff3e94e8afc66b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0536, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "70ef10ca15e31596bab7cba5abbf83b8107d5a127ce53c20eece3058809e287a" }, "receipt_sha256": "70ef10ca15e31596bab7cba5abbf83b8107d5a127ce53c20eece3058809e287a" }, { "storm_id": "845289", "lat": 45.1909, "lon": -109.1668, "motion_east": 6.7, "motion_south": 0.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 924.0, "ebshear": 30.0, "srh01": 12.0, "maxllaz": 0.007, "mesh": 0.85, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 18.5123 }, { "name": "alignment", "value": 0.8399 }, { "name": "tau", "value": 0.2783 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0532 }, "coherence_score": 0.2782912254333496, "coherence_diagnostics": { "tau": 0.2782912254333496, "grad_tau": 0.042571116238832474, "torsion": 0.0, "alignment": 0.8398743271827698, "S_field": 0.11037366092205048, "Gamma_field": 1.8381249904632568, "S_over_Gamma": 0.06004687398672104, "Da": 107.64923858642578, "E_coh": 0.007884078659117222, "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": [ [ [ -109.22, 45.28 ], [ -109.09, 45.28 ], [ -109.08, 45.27 ], [ -109.07, 45.25 ], [ -109.07, 45.22 ], [ -109.08, 45.22 ], [ -109.1, 45.2 ], [ -109.1, 45.17 ], [ -109.12, 45.14 ], [ -109.12, 45.11 ], [ -109.14, 45.1 ], [ -109.18, 45.1 ], [ -109.19, 45.11 ], [ -109.18, 45.12 ], [ -109.18, 45.14 ], [ -109.2, 45.16 ], [ -109.24, 45.18 ], [ -109.28, 45.18 ], [ -109.28, 45.21 ], [ -109.27, 45.22 ], [ -109.26, 45.26 ], [ -109.22, 45.28 ] ] ] }, "raw_probability": 0.0532, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2a268592bcf19b4c991cbfb165c9f291ea429c1072d739fd2e1fa52c0b943fa6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0532, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "34539a31c2337c9a2a18a8b84c695b688dfdcbfdb4e165e43156a2085a37afee" }, "receipt_sha256": "34539a31c2337c9a2a18a8b84c695b688dfdcbfdb4e165e43156a2085a37afee" }, { "storm_id": "846399", "lat": 34.5353, "lon": -89.464, "motion_east": 3.3, "motion_south": 1.5, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3094.0, "ebshear": 11.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.28, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 33.6373 }, { "name": "alignment", "value": -0.7739 }, { "name": "tau", "value": 3.3599 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0532 }, "coherence_score": 3.3598508834838867, "coherence_diagnostics": { "tau": 3.3598508834838867, "grad_tau": 0.45055916905403137, "torsion": 0.0, "alignment": -0.7738974094390869, "S_field": 0.7445740103721619, "Gamma_field": 0.31562501192092896, "S_over_Gamma": 2.359046220779419, "Da": 19.899578094482422, "E_coh": 0.989976167678833, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.46, 34.58 ], [ -89.43, 34.57 ], [ -89.43, 34.54 ], [ -89.41, 34.52 ], [ -89.45, 34.51 ], [ -89.46, 34.5 ], [ -89.45, 34.49 ], [ -89.47, 34.49 ], [ -89.47, 34.51 ], [ -89.48, 34.52 ], [ -89.51, 34.52 ], [ -89.51, 34.56 ], [ -89.5, 34.57 ], [ -89.47, 34.57 ], [ -89.46, 34.58 ] ] ] }, "raw_probability": 0.0532, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2a268592bcf19b4c991cbfb165c9f291ea429c1072d739fd2e1fa52c0b943fa6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0532, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "34539a31c2337c9a2a18a8b84c695b688dfdcbfdb4e165e43156a2085a37afee" }, "receipt_sha256": "34539a31c2337c9a2a18a8b84c695b688dfdcbfdb4e165e43156a2085a37afee" }, { "storm_id": "846366", "lat": 37.0, "lon": -84.7873, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2172.0, "ebshear": 23.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 49.2623 }, { "name": "alignment", "value": 0.4223 }, { "name": "tau", "value": 2.7771 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0531 }, "coherence_score": 2.7770886421203613, "coherence_diagnostics": { "tau": 2.7770886421203613, "grad_tau": 0.48342210054397583, "torsion": 0.0, "alignment": 0.4222896993160248, "S_field": 0.9755215644836426, "Gamma_field": 0.2056249976158142, "S_over_Gamma": 4.74417781829834, "Da": 12.509765625, "E_coh": 0.9311530590057373, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.81, 37.03 ], [ -84.77, 37.03 ], [ -84.75, 37.02 ], [ -84.74, 37.01 ], [ -84.74, 36.97 ], [ -84.75, 36.96 ], [ -84.82, 36.96 ], [ -84.83, 36.98 ], [ -84.82, 36.99 ], [ -84.82, 37.02 ], [ -84.81, 37.03 ] ] ] }, "raw_probability": 0.0531, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0531, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "573f35207bdfdd53b8f77b5dd64ff4fd0d3c0e56206a6a8250fa62d130d90fea" }, "receipt_sha256": "573f35207bdfdd53b8f77b5dd64ff4fd0d3c0e56206a6a8250fa62d130d90fea" }, { "storm_id": "846109", "lat": 29.6771, "lon": -95.2314, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3152.0, "ebshear": 17.0, "srh01": 38.0, "maxllaz": 0.005, "mesh": 0.23, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 40.7623 }, { "name": "alignment", "value": -0.0448 }, { "name": "tau", "value": 2.7006 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.053 }, "coherence_score": 2.7006051540374756, "coherence_diagnostics": { "tau": 2.7006051540374756, "grad_tau": 0.43373680114746094, "torsion": 0.0, "alignment": -0.04484338313341141, "S_field": 1.0304208993911743, "Gamma_field": 0.36229169368743896, "S_over_Gamma": 2.844174861907959, "Da": 21.8114070892334, "E_coh": 1.0016849040985107, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.26, 29.71 ], [ -95.2, 29.7 ], [ -95.19, 29.67 ], [ -95.21, 29.65 ], [ -95.24, 29.64 ], [ -95.26, 29.66 ], [ -95.26, 29.71 ] ] ] }, "raw_probability": 0.053, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.053, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dea5bf3619fd250badcfec354345099052d67ddc4f65af84801c7cbb33f454f0" }, "receipt_sha256": "dea5bf3619fd250badcfec354345099052d67ddc4f65af84801c7cbb33f454f0" }, { "storm_id": "846400", "lat": 34.3662, "lon": -89.1077, "motion_east": 4.0, "motion_south": 0.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2448.0, "ebshear": 15.0, "srh01": 23.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 47.6373 }, { "name": "alignment", "value": 1.1289 }, { "name": "tau", "value": 3.6728 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0527 }, "coherence_score": 3.6728286743164062, "coherence_diagnostics": { "tau": 3.6728286743164062, "grad_tau": 0.3465089797973633, "torsion": 0.0, "alignment": 1.1288645267486572, "S_field": 1.4448802471160889, "Gamma_field": 0.23895834386348724, "S_over_Gamma": 6.0465779304504395, "Da": 15.3036470413208, "E_coh": 0.975538432598114, "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": [ [ [ -89.13, 34.4 ], [ -89.09, 34.4 ], [ -89.07, 34.39 ], [ -89.09, 34.37 ], [ -89.09, 34.35 ], [ -89.08, 34.34 ], [ -89.09, 34.33 ], [ -89.12, 34.33 ], [ -89.13, 34.34 ], [ -89.12, 34.35 ], [ -89.12, 34.37 ], [ -89.14, 34.39 ], [ -89.13, 34.4 ] ] ] }, "raw_probability": 0.0527, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0527, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1bcbe94138ab0911b7cf8d2a14507c59826e7814b629c3a9a43d4880960e35f0" }, "receipt_sha256": "1bcbe94138ab0911b7cf8d2a14507c59826e7814b629c3a9a43d4880960e35f0" }, { "storm_id": "846207", "lat": 35.3786, "lon": -86.8771, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2230.0, "ebshear": 23.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.31, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 46.6373 }, { "name": "alignment", "value": -0.165 }, { "name": "tau", "value": 3.5204 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0526 }, "coherence_score": 3.5204272270202637, "coherence_diagnostics": { "tau": 3.5204272270202637, "grad_tau": 0.44320908188819885, "torsion": 0.0, "alignment": -0.16495098173618317, "S_field": 1.081707239151001, "Gamma_field": 0.2814583480358124, "S_over_Gamma": 3.8432230949401855, "Da": 17.36812973022461, "E_coh": 0.9594804048538208, "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": [ [ [ -86.89, 35.41 ], [ -86.87, 35.41 ], [ -86.84, 35.38 ], [ -86.84, 35.36 ], [ -86.88, 35.33 ], [ -86.93, 35.35 ], [ -86.89, 35.41 ] ] ] }, "raw_probability": 0.0526, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0526, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0e36194273d7ac89fd36cf4b247fb57d5b4eda8a1742edadb276be62209de32a" }, "receipt_sha256": "0e36194273d7ac89fd36cf4b247fb57d5b4eda8a1742edadb276be62209de32a" }, { "storm_id": "846284", "lat": 46.825, "lon": -108.284, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2153.0, "ebshear": 28.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.23, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 19.0123 }, { "name": "alignment", "value": 6.4163 }, { "name": "tau", "value": 0.4388 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0526 }, "coherence_score": 0.4387587308883667, "coherence_diagnostics": { "tau": 0.4387587308883667, "grad_tau": 0.06304635107517242, "torsion": 0.0, "alignment": 6.416335582733154, "S_field": 0.2565695643424988, "Gamma_field": 0.35979166626930237, "S_over_Gamma": 0.7131059169769287, "Da": 21.051013946533203, "E_coh": 0.45895567536354065, "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": [ [ [ -108.3, 46.86 ], [ -108.26, 46.86 ], [ -108.22, 46.84 ], [ -108.22, 46.79 ], [ -108.25, 46.77 ], [ -108.32, 46.78 ], [ -108.33, 46.79 ], [ -108.33, 46.85 ], [ -108.31, 46.85 ], [ -108.3, 46.86 ] ] ] }, "raw_probability": 0.0526, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0526, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0e36194273d7ac89fd36cf4b247fb57d5b4eda8a1742edadb276be62209de32a" }, "receipt_sha256": "0e36194273d7ac89fd36cf4b247fb57d5b4eda8a1742edadb276be62209de32a" }, { "storm_id": "846013", "lat": 34.6517, "lon": -87.8117, "motion_east": 4.9, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2209.0, "ebshear": 25.0, "srh01": 15.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 46.6373 }, { "name": "alignment", "value": 0.1233 }, { "name": "tau", "value": 3.7546 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0524 }, "coherence_score": 3.7545666694641113, "coherence_diagnostics": { "tau": 3.7545666694641113, "grad_tau": 0.2553776204586029, "torsion": 0.0, "alignment": 0.12331442534923553, "S_field": 1.2178897857666016, "Gamma_field": 0.2956250309944153, "S_over_Gamma": 4.119711399078369, "Da": 19.179746627807617, "E_coh": 0.9886077642440796, "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": [ [ [ -87.83, 34.68 ], [ -87.78, 34.68 ], [ -87.78, 34.62 ], [ -87.82, 34.62 ], [ -87.83, 34.63 ], [ -87.83, 34.68 ] ] ] }, "raw_probability": 0.0524, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0524, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c3e8024e22c9796acf11872f7e03cd8344cc8a4da42d3d1f1021b574b41381e7" }, "receipt_sha256": "c3e8024e22c9796acf11872f7e03cd8344cc8a4da42d3d1f1021b574b41381e7" }, { "storm_id": "845696", "lat": 35.1307, "lon": -78.85, "motion_east": 4.8, "motion_south": 1.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3566.0, "ebshear": 18.0, "srh01": 16.0, "maxllaz": 0.003, "mesh": 0.44, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 41.0123 }, { "name": "alignment", "value": 3.2691 }, { "name": "tau", "value": 2.2773 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 2.277313470840454, "coherence_diagnostics": { "tau": 2.277313470840454, "grad_tau": 0.002216421067714691, "torsion": 0.0, "alignment": 3.2690670490264893, "S_field": 0.5750816464424133, "Gamma_field": 0.35979169607162476, "S_over_Gamma": 1.5983738899230957, "Da": 21.53706932067871, "E_coh": 0.8808425664901733, "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": [ [ [ -78.88, 35.2 ], [ -78.87, 35.2 ], [ -78.86, 35.18 ], [ -78.8, 35.18 ], [ -78.76, 35.16 ], [ -78.74, 35.12 ], [ -78.77, 35.07 ], [ -78.83, 35.04 ], [ -78.9, 35.04 ], [ -78.9, 35.05 ], [ -78.92, 35.07 ], [ -78.92, 35.14 ], [ -78.87, 35.18 ], [ -78.88, 35.2 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0523, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fbb1418af79f4c3d4b3cab4e19920e856316d4487ba96193297650c502763f7" }, "receipt_sha256": "3fbb1418af79f4c3d4b3cab4e19920e856316d4487ba96193297650c502763f7" }, { "storm_id": "846380", "lat": 44.907, "lon": -92.371, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 919.0, "ebshear": 36.0, "srh01": 48.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 30.6373 }, { "name": "alignment", "value": -0.2204 }, { "name": "tau", "value": 1.0633 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.052 }, "coherence_score": 1.0633330345153809, "coherence_diagnostics": { "tau": 1.0633330345153809, "grad_tau": 0.3058762550354004, "torsion": 0.0, "alignment": -0.2204037755727768, "S_field": 0.14717426896095276, "Gamma_field": 0.22895832359790802, "S_over_Gamma": 0.6427993774414062, "Da": 13.711004257202148, "E_coh": 0.3925063908100128, "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": [ [ [ -92.36, 44.94 ], [ -92.35, 44.93 ], [ -92.35, 44.89 ], [ -92.34, 44.87 ], [ -92.36, 44.86 ], [ -92.41, 44.86 ], [ -92.41, 44.92 ], [ -92.4, 44.93 ], [ -92.37, 44.93 ], [ -92.36, 44.94 ] ] ] }, "raw_probability": 0.052, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.052, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7354e8861408cfaa1a299cd5a3e481ab1ec5d9ec2584e04ada603284fa361c3b" }, "receipt_sha256": "7354e8861408cfaa1a299cd5a3e481ab1ec5d9ec2584e04ada603284fa361c3b" }, { "storm_id": "846343", "lat": 24.256, "lon": -96.899, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1087.0, "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": 21.5123 }, { "name": "alignment", "value": 0.7489 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0517 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.6068737506866455, "torsion": 0.0, "alignment": 0.7488718032836914, "S_field": 0.09556124359369278, "Gamma_field": 0.4389583468437195, "S_over_Gamma": 0.2177000194787979, "Da": 27.203310012817383, "E_coh": 0.762730062007904, "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": [ [ [ -96.94, 24.31 ], [ -96.91, 24.31 ], [ -96.91, 24.25 ], [ -96.9, 24.24 ], [ -96.88, 24.23 ], [ -96.87, 24.24 ], [ -96.84, 24.23 ], [ -96.86, 24.22 ], [ -96.94, 24.22 ], [ -96.94, 24.31 ] ] ] }, "raw_probability": 0.0517, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "de5ade4daec259a2c332853371d30f9fd92878c1a49cfe3fda34ccd87411d74e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0517, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1931351ebefdba5a1c66177cd904673b43fe219e5d8908c2439c25fa2176de92" }, "receipt_sha256": "1931351ebefdba5a1c66177cd904673b43fe219e5d8908c2439c25fa2176de92" }, { "storm_id": "844929", "lat": 32.8895, "lon": -79.9185, "motion_east": -1.0, "motion_south": 0.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3309.0, "ebshear": 12.0, "srh01": 27.0, "maxllaz": 0.006, "mesh": 0.63, "flash_rate": 39.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 45.7623 }, { "name": "alignment", "value": -1.0244 }, { "name": "tau", "value": 3.4872 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0515 }, "coherence_score": 3.4871842861175537, "coherence_diagnostics": { "tau": 3.4871842861175537, "grad_tau": 0.2875407636165619, "torsion": 0.0, "alignment": -1.0243569612503052, "S_field": 1.0114854574203491, "Gamma_field": 0.32229167222976685, "S_over_Gamma": 3.138416290283203, "Da": 19.0727481842041, "E_coh": 0.9735416769981384, "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": [ [ [ -79.95, 32.97 ], [ -79.8, 32.95 ], [ -79.78, 32.93 ], [ -79.78, 32.9 ], [ -79.81, 32.87 ], [ -79.83, 32.87 ], [ -79.84, 32.86 ], [ -79.86, 32.87 ], [ -79.89, 32.87 ], [ -79.91, 32.85 ], [ -79.94, 32.85 ], [ -79.97, 32.82 ], [ -80.0, 32.82 ], [ -80.02, 32.81 ], [ -80.04, 32.83 ], [ -80.04, 32.9 ], [ -80.0, 32.94 ], [ -80.0, 32.95 ], [ -79.96, 32.96 ], [ -79.95, 32.97 ] ] ] }, "raw_probability": 0.0515, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0515, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ac8eaf1ffc35b4d1634c3026afb59c3804fd9efc8e11f918764c7cc5498fe1b0" }, "receipt_sha256": "ac8eaf1ffc35b4d1634c3026afb59c3804fd9efc8e11f918764c7cc5498fe1b0" }, { "storm_id": "844773", "lat": 40.2894, "lon": -78.3859, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1540.0, "ebshear": 13.0, "srh01": 34.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 26.7623 }, { "name": "alignment", "value": 0.3848 }, { "name": "tau", "value": 1.1405 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0514 }, "coherence_score": 1.140539288520813, "coherence_diagnostics": { "tau": 1.140539288520813, "grad_tau": 0.27715054154396057, "torsion": 0.0, "alignment": 0.38476282358169556, "S_field": 0.03899531811475754, "Gamma_field": 0.29645833373069763, "S_over_Gamma": 0.13153725862503052, "Da": 17.474328994750977, "E_coh": 0.26901018619537354, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.35, 40.36 ], [ -78.32, 40.36 ], [ -78.31, 40.35 ], [ -78.31, 40.29 ], [ -78.33, 40.28 ], [ -78.35, 40.26 ], [ -78.35, 40.25 ], [ -78.37, 40.25 ], [ -78.43, 40.21 ], [ -78.49, 40.21 ], [ -78.49, 40.27 ], [ -78.48, 40.28 ], [ -78.44, 40.28 ], [ -78.43, 40.29 ], [ -78.39, 40.3 ], [ -78.37, 40.32 ], [ -78.35, 40.36 ] ] ] }, "raw_probability": 0.0514, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0514, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5b593e9809c705e01e96a5321b388e3bd11905676143180d8d0194ec460bb607" }, "receipt_sha256": "5b593e9809c705e01e96a5321b388e3bd11905676143180d8d0194ec460bb607" }, { "storm_id": "846371", "lat": 34.6076, "lon": -92.1571, "motion_east": 4.2, "motion_south": 2.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3405.0, "ebshear": 14.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 38.5123 }, { "name": "alignment", "value": 1.7854 }, { "name": "tau", "value": 3.533 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0513 }, "coherence_score": 3.5329906940460205, "coherence_diagnostics": { "tau": 3.5329906940460205, "grad_tau": 0.31459328532218933, "torsion": 0.0, "alignment": 1.7854377031326294, "S_field": 1.493337631225586, "Gamma_field": 0.2664583623409271, "S_over_Gamma": 5.60439395904541, "Da": 17.098312377929688, "E_coh": 0.9748581051826477, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.2, 34.66 ], [ -92.18, 34.65 ], [ -92.16, 34.66 ], [ -92.14, 34.64 ], [ -92.13, 34.65 ], [ -92.11, 34.62 ], [ -92.11, 34.6 ], [ -92.12, 34.59 ], [ -92.11, 34.58 ], [ -92.12, 34.57 ], [ -92.13, 34.58 ], [ -92.17, 34.58 ], [ -92.18, 34.56 ], [ -92.2, 34.56 ], [ -92.21, 34.58 ], [ -92.2, 34.59 ], [ -92.2, 34.66 ] ] ] }, "raw_probability": 0.0513, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0513, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5597b3288e6f7043f288891ec66d396406a1aaf728e30722242016bbbb04f39a" }, "receipt_sha256": "5597b3288e6f7043f288891ec66d396406a1aaf728e30722242016bbbb04f39a" }, { "storm_id": "846347", "lat": 47.5944, "lon": -79.7633, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 55.0, "ebshear": 22.0, "srh01": 1.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 33.0123 }, { "name": "alignment", "value": -0.3439 }, { "name": "tau", "value": 0.7684 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0512 }, "coherence_score": 0.7684291005134583, "coherence_diagnostics": { "tau": 0.7684291005134583, "grad_tau": 0.2426939457654953, "torsion": 0.0, "alignment": -0.34385448694229126, "S_field": 0.30804264545440674, "Gamma_field": 0.2706250250339508, "S_over_Gamma": 1.1382637023925781, "Da": 15.572463035583496, "E_coh": 0.18287186324596405, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.77, 47.63 ], [ -79.75, 47.63 ], [ -79.73, 47.61 ], [ -79.72, 47.57 ], [ -79.74, 47.55 ], [ -79.77, 47.55 ], [ -79.81, 47.57 ], [ -79.81, 47.61 ], [ -79.77, 47.63 ] ] ] }, "raw_probability": 0.0512, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0512, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f480b614059fe51df519b6f259b3f688e2744d3eda8f87282ffb4de1119e01da" }, "receipt_sha256": "f480b614059fe51df519b6f259b3f688e2744d3eda8f87282ffb4de1119e01da" }, { "storm_id": "844895", "lat": 35.2788, "lon": -90.1625, "motion_east": 2.0, "motion_south": 1.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3414.0, "ebshear": 14.0, "srh01": 44.0, "maxllaz": 0.007, "mesh": 0.52, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 29.8873 }, { "name": "alignment", "value": 0.5998 }, { "name": "tau", "value": 2.8949 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0511 }, "coherence_score": 2.894871711730957, "coherence_diagnostics": { "tau": 2.894871711730957, "grad_tau": 0.5085203051567078, "torsion": 0.0, "alignment": 0.5997806191444397, "S_field": 0.5331170558929443, "Gamma_field": 0.27395835518836975, "S_over_Gamma": 1.9459784030914307, "Da": 16.77034568786621, "E_coh": 0.9323549270629883, "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": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.23, 35.35 ], [ -90.19, 35.35 ], [ -90.18, 35.34 ], [ -90.09, 35.34 ], [ -90.07, 35.33 ], [ -90.05, 35.3 ], [ -90.05, 35.24 ], [ -90.09, 35.2 ], [ -90.13, 35.2 ], [ -90.14, 35.19 ], [ -90.21, 35.19 ], [ -90.22, 35.2 ], [ -90.22, 35.26 ], [ -90.25, 35.3 ], [ -90.25, 35.32 ], [ -90.23, 35.35 ] ] ] }, "raw_probability": 0.0511, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0511, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "05f76378bc64e55c01f6b386cd7851d56508e1aac8cdfe0876c4fc847d64bcb7" }, "receipt_sha256": "05f76378bc64e55c01f6b386cd7851d56508e1aac8cdfe0876c4fc847d64bcb7" }, { "storm_id": "846398", "lat": 35.0808, "lon": -77.0392, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3414.0, "ebshear": 18.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 44.0123 }, { "name": "alignment", "value": 1.1038 }, { "name": "tau", "value": 2.5946 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.051 }, "coherence_score": 2.5945816040039062, "coherence_diagnostics": { "tau": 2.5945816040039062, "grad_tau": 0.397268682718277, "torsion": 0.0, "alignment": 1.1037510633468628, "S_field": 0.6464484930038452, "Gamma_field": 0.4281250238418579, "S_over_Gamma": 1.5099525451660156, "Da": 26.199573516845703, "E_coh": 0.9631760716438293, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.06, 35.13 ], [ -77.05, 35.12 ], [ -77.03, 35.12 ], [ -77.01, 35.1 ], [ -77.01, 35.07 ], [ -76.99, 35.05 ], [ -76.99, 35.04 ], [ -77.01, 35.03 ], [ -77.07, 35.03 ], [ -77.09, 35.04 ], [ -77.1, 35.11 ], [ -77.06, 35.13 ] ] ] }, "raw_probability": 0.051, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.051, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5488d6c7893d2606a2ddeecdea43f39d425f2190b0cdce8e9ecdc6cafced3846" }, "receipt_sha256": "5488d6c7893d2606a2ddeecdea43f39d425f2190b0cdce8e9ecdc6cafced3846" }, { "storm_id": "845955", "lat": 34.661, "lon": -88.2225, "motion_east": 5.2, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2448.0, "ebshear": 22.0, "srh01": 18.0, "maxllaz": 0.009, "mesh": 0.33, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 46.6373 }, { "name": "alignment", "value": 0.1233 }, { "name": "tau", "value": 3.7546 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.0508 }, "coherence_score": 3.7545666694641113, "coherence_diagnostics": { "tau": 3.7545666694641113, "grad_tau": 0.2553776204586029, "torsion": 0.0, "alignment": 0.12331442534923553, "S_field": 1.2178897857666016, "Gamma_field": 0.2956250309944153, "S_over_Gamma": 4.119711399078369, "Da": 19.179746627807617, "E_coh": 0.9886077642440796, "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": [ [ [ -88.25, 34.73 ], [ -88.21, 34.73 ], [ -88.17, 34.71 ], [ -88.12, 34.71 ], [ -88.11, 34.7 ], [ -88.09, 34.7 ], [ -88.09, 34.64 ], [ -88.11, 34.62 ], [ -88.15, 34.62 ], [ -88.18, 34.64 ], [ -88.24, 34.65 ], [ -88.26, 34.63 ], [ -88.27, 34.63 ], [ -88.28, 34.61 ], [ -88.3, 34.6 ], [ -88.34, 34.6 ], [ -88.36, 34.62 ], [ -88.36, 34.65 ], [ -88.31, 34.7 ], [ -88.25, 34.73 ] ] ] }, "raw_probability": 0.0508, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0508, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b9f8a2babc5540574dbcf4bad923c8420fdb9fac906d2aafd175ce92c4baf261" }, "receipt_sha256": "b9f8a2babc5540574dbcf4bad923c8420fdb9fac906d2aafd175ce92c4baf261" }, { "storm_id": "846402", "lat": 31.067, "lon": -82.443, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1879.0, "ebshear": 4.0, "srh01": 12.0, "maxllaz": 0.007, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 44.8873 }, { "name": "alignment", "value": 7.5722 }, { "name": "tau", "value": 4.2531 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0506 }, "coherence_score": 4.2531256675720215, "coherence_diagnostics": { "tau": 4.2531256675720215, "grad_tau": 0.19965800642967224, "torsion": 0.0, "alignment": 7.572210311889648, "S_field": 1.328271746635437, "Gamma_field": 0.27395835518836975, "S_over_Gamma": 4.848443984985352, "Da": 16.096460342407227, "E_coh": 0.9075681567192078, "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": [ [ [ -82.45, 31.11 ], [ -82.42, 31.11 ], [ -82.41, 31.09 ], [ -82.41, 31.04 ], [ -82.43, 31.02 ], [ -82.44, 31.03 ], [ -82.47, 31.03 ], [ -82.47, 31.06 ], [ -82.48, 31.07 ], [ -82.45, 31.11 ] ] ] }, "raw_probability": 0.0506, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0506, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "59c1fb490906963c68a954549fcd6683650df610596bfd1ac5f620a9127f1f0e" }, "receipt_sha256": "59c1fb490906963c68a954549fcd6683650df610596bfd1ac5f620a9127f1f0e" }, { "storm_id": "846195", "lat": 37.5739, "lon": -78.0, "motion_east": 3.2, "motion_south": 5.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1928.0, "ebshear": 24.0, "srh01": 21.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 45.7623 }, { "name": "alignment", "value": -0.4526 }, { "name": "tau", "value": 2.2291 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0504 }, "coherence_score": 2.229067087173462, "coherence_diagnostics": { "tau": 2.229067087173462, "grad_tau": 0.22466915845870972, "torsion": 0.0, "alignment": -0.4526253938674927, "S_field": 0.7572614550590515, "Gamma_field": 0.2331250011920929, "S_over_Gamma": 3.2483065128326416, "Da": 13.879887580871582, "E_coh": 0.8867470026016235, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.89, 37.68 ], [ -77.83, 37.68 ], [ -77.81, 37.66 ], [ -77.82, 37.61 ], [ -77.84, 37.59 ], [ -77.87, 37.59 ], [ -77.88, 37.58 ], [ -77.96, 37.56 ], [ -78.06, 37.51 ], [ -78.07, 37.52 ], [ -78.09, 37.52 ], [ -78.12, 37.49 ], [ -78.12, 37.48 ], [ -78.16, 37.48 ], [ -78.16, 37.5 ], [ -78.14, 37.5 ], [ -78.12, 37.52 ], [ -78.13, 37.56 ], [ -78.11, 37.58 ], [ -78.01, 37.63 ], [ -77.97, 37.63 ], [ -77.95, 37.65 ], [ -77.89, 37.68 ] ] ] }, "raw_probability": 0.0504, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a73074cd66cd9d5021f968cf112d15c1762061dfbbdd33cd506cf23fec228b79", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0504, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fffd939950b4c0151ba83470eea6a8fe185be2ce9379f6761693820c386087dc" }, "receipt_sha256": "fffd939950b4c0151ba83470eea6a8fe185be2ce9379f6761693820c386087dc" }, { "storm_id": "844925", "lat": 35.1767, "lon": -91.3889, "motion_east": 2.7, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3229.0, "ebshear": 14.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 39.3873 }, { "name": "alignment", "value": 0.1493 }, { "name": "tau", "value": 3.0891 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0498 }, "coherence_score": 3.0891153812408447, "coherence_diagnostics": { "tau": 3.0891153812408447, "grad_tau": 0.6066012382507324, "torsion": 0.0, "alignment": 0.14932197332382202, "S_field": 1.111464023590088, "Gamma_field": 0.32479166984558105, "S_over_Gamma": 3.4220829010009766, "Da": 20.35319709777832, "E_coh": 0.9510055780410767, "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": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.41, 35.2 ], [ -91.36, 35.2 ], [ -91.35, 35.19 ], [ -91.35, 35.17 ], [ -91.37, 35.15 ], [ -91.41, 35.14 ], [ -91.42, 35.15 ], [ -91.42, 35.19 ], [ -91.41, 35.2 ] ] ] }, "raw_probability": 0.0498, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0498, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "240810b535712743bf0fc2196de5e80f49ef4a234122ba0ad3e0417c9ee3cc2a" }, "receipt_sha256": "240810b535712743bf0fc2196de5e80f49ef4a234122ba0ad3e0417c9ee3cc2a" }, { "storm_id": "846190", "lat": 40.2563, "lon": -105.8162, "motion_east": 4.9, "motion_south": 0.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 611.0, "ebshear": 22.0, "srh01": 25.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 15.2623 }, { "name": "alignment", "value": 1.9316 }, { "name": "tau", "value": 0.4828 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0498 }, "coherence_score": 0.48275601863861084, "coherence_diagnostics": { "tau": 0.48275601863861084, "grad_tau": 0.05596531182527542, "torsion": 0.0, "alignment": 1.9315664768218994, "S_field": 0.4109029471874237, "Gamma_field": 0.6681249737739563, "S_over_Gamma": 0.6150091290473938, "Da": 39.30125045776367, "E_coh": 0.7497384548187256, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.83, 40.28 ], [ -105.8, 40.28 ], [ -105.78, 40.27 ], [ -105.78, 40.22 ], [ -105.83, 40.22 ], [ -105.84, 40.23 ], [ -105.84, 40.27 ], [ -105.83, 40.28 ] ] ] }, "raw_probability": 0.0498, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0498, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "240810b535712743bf0fc2196de5e80f49ef4a234122ba0ad3e0417c9ee3cc2a" }, "receipt_sha256": "240810b535712743bf0fc2196de5e80f49ef4a234122ba0ad3e0417c9ee3cc2a" }, { "storm_id": "845635", "lat": 38.0233, "lon": -89.7356, "motion_east": 3.9, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2202.0, "ebshear": 9.0, "srh01": 3.0, "maxllaz": 0.001, "mesh": 0.27, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 27.5123 }, { "name": "alignment", "value": -1.0147 }, { "name": "tau", "value": 1.5946 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0497 }, "coherence_score": 1.5945725440979004, "coherence_diagnostics": { "tau": 1.5945725440979004, "grad_tau": 0.17743776738643646, "torsion": 0.0, "alignment": -1.014719009399414, "S_field": 0.21202200651168823, "Gamma_field": 0.36145833134651184, "S_over_Gamma": 0.5865738391876221, "Da": 22.55173683166504, "E_coh": 0.9202636480331421, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.75, 38.06 ], [ -89.7, 38.06 ], [ -89.69, 38.05 ], [ -89.69, 38.02 ], [ -89.72, 37.97 ], [ -89.76, 37.97 ], [ -89.78, 38.0 ], [ -89.78, 38.02 ], [ -89.75, 38.06 ] ] ] }, "raw_probability": 0.0497, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0497, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ccd9d97f68ceeba3cf1631c01aa1f906789fe994da64bb70c0d2b46a508b6e05" }, "receipt_sha256": "ccd9d97f68ceeba3cf1631c01aa1f906789fe994da64bb70c0d2b46a508b6e05" }, { "storm_id": "845793", "lat": 50.4533, "lon": -68.64, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 22.1373 }, { "name": "alignment", "value": -1.4364 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0496 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.13456860184669495, "torsion": 0.0, "alignment": -1.4363718032836914, "S_field": 0.12507937848567963, "Gamma_field": 0.31312501430511475, "S_over_Gamma": 0.39945507049560547, "Da": 19.94905662536621, "E_coh": 0.0816129595041275, "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": [ [ [ -68.66, 50.49 ], [ -68.63, 50.49 ], [ -68.6, 50.46 ], [ -68.6, 50.43 ], [ -68.61, 50.42 ], [ -68.64, 50.41 ], [ -68.68, 50.43 ], [ -68.68, 50.46 ], [ -68.66, 50.49 ] ] ] }, "raw_probability": 0.0496, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0496, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae0e48949bd7ac1c38ad7d77b4eb50617e618e1e3699042a00fa2870e2c89951" }, "receipt_sha256": "ae0e48949bd7ac1c38ad7d77b4eb50617e618e1e3699042a00fa2870e2c89951" }, { "storm_id": "846050", "lat": 27.9067, "lon": -102.5008, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 936.0, "ebshear": 7.0, "srh01": 19.0, "maxllaz": 0.001, "mesh": 0.66, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 31.0123 }, { "name": "alignment", "value": -0.1709 }, { "name": "tau", "value": 0.7873 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0496 }, "coherence_score": 0.7873067855834961, "coherence_diagnostics": { "tau": 0.7873067855834961, "grad_tau": 0.1442766785621643, "torsion": 0.0, "alignment": -0.17086699604988098, "S_field": 0.4877434968948364, "Gamma_field": 0.351458340883255, "S_over_Gamma": 1.387770414352417, "Da": 20.66852378845215, "E_coh": 0.911137580871582, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -102.51, 27.96 ], [ -102.5, 27.95 ], [ -102.49, 27.96 ], [ -102.44, 27.96 ], [ -102.44, 27.87 ], [ -102.47, 27.83 ], [ -102.51, 27.83 ], [ -102.53, 27.85 ], [ -102.53, 27.89 ], [ -102.54, 27.9 ], [ -102.54, 27.92 ], [ -102.51, 27.96 ] ] ] }, "raw_probability": 0.0496, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0496, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae0e48949bd7ac1c38ad7d77b4eb50617e618e1e3699042a00fa2870e2c89951" }, "receipt_sha256": "ae0e48949bd7ac1c38ad7d77b4eb50617e618e1e3699042a00fa2870e2c89951" }, { "storm_id": "846314", "lat": 43.3414, "lon": -112.0186, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 787.0, "ebshear": 18.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 18.8873 }, { "name": "alignment", "value": -0.8966 }, { "name": "tau", "value": 0.2185 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0494 }, "coherence_score": 0.21845205128192902, "coherence_diagnostics": { "tau": 0.21845205128192902, "grad_tau": 0.031130867078900337, "torsion": 0.0, "alignment": -0.8965724110603333, "S_field": 0.12559069693088531, "Gamma_field": 0.4556250274181366, "S_over_Gamma": 0.27564486861228943, "Da": 28.13003158569336, "E_coh": 0.7701119780540466, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.06, 43.38 ], [ -111.98, 43.38 ], [ -111.96, 43.37 ], [ -111.96, 43.29 ], [ -112.05, 43.29 ], [ -112.06, 43.3 ], [ -112.06, 43.38 ] ] ] }, "raw_probability": 0.0494, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0494, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "daa9293a2569de4e217885c844284b81eb6cf19373424811ce6f4da25563e462" }, "receipt_sha256": "daa9293a2569de4e217885c844284b81eb6cf19373424811ce6f4da25563e462" }, { "storm_id": "846361", "lat": 40.5282, "lon": -112.0864, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 505.0, "ebshear": 12.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.26, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 16.7623 }, { "name": "alignment", "value": 3.411 }, { "name": "tau", "value": 0.2264 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0494 }, "coherence_score": 0.22640584409236908, "coherence_diagnostics": { "tau": 0.22640584409236908, "grad_tau": 0.02255428582429886, "torsion": 0.0, "alignment": 3.4109644889831543, "S_field": 0.17690114676952362, "Gamma_field": 1.14145827293396, "S_over_Gamma": 0.1549782007932663, "Da": 68.95621490478516, "E_coh": 0.6075910925865173, "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": [ [ [ -112.1, 40.56 ], [ -112.07, 40.56 ], [ -112.05, 40.54 ], [ -112.05, 40.51 ], [ -112.07, 40.49 ], [ -112.09, 40.49 ], [ -112.1, 40.5 ], [ -112.1, 40.52 ], [ -112.11, 40.53 ], [ -112.11, 40.55 ], [ -112.1, 40.56 ] ] ] }, "raw_probability": 0.0494, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0494, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "daa9293a2569de4e217885c844284b81eb6cf19373424811ce6f4da25563e462" }, "receipt_sha256": "daa9293a2569de4e217885c844284b81eb6cf19373424811ce6f4da25563e462" }, { "storm_id": "846044", "lat": 30.4144, "lon": -91.0333, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3825.0, "ebshear": 17.0, "srh01": 6.0, "maxllaz": 0.004, "mesh": 0.48, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 50.2623 }, { "name": "alignment", "value": -1.7788 }, { "name": "tau", "value": 4.4904 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.049 }, "coherence_score": 4.490440368652344, "coherence_diagnostics": { "tau": 4.490440368652344, "grad_tau": 0.25927528738975525, "torsion": 0.0, "alignment": -1.7787907123565674, "S_field": 1.2777067422866821, "Gamma_field": 0.2747916877269745, "S_over_Gamma": 4.649728298187256, "Da": 16.660423278808594, "E_coh": 0.96084064245224, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.05, 30.44 ], [ -91.01, 30.44 ], [ -91.0, 30.43 ], [ -91.0, 30.4 ], [ -91.02, 30.38 ], [ -91.05, 30.38 ], [ -91.06, 30.39 ], [ -91.06, 30.43 ], [ -91.05, 30.44 ] ] ] }, "raw_probability": 0.049, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.049, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f3084dce77b8a7c71683a7571d17207be64f91ae51700d99496346c38100c83c" }, "receipt_sha256": "f3084dce77b8a7c71683a7571d17207be64f91ae51700d99496346c38100c83c" }, { "storm_id": "846337", "lat": 28.5786, "lon": -93.8193, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3559.0, "ebshear": 8.0, "srh01": 11.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 51.0123 }, { "name": "alignment", "value": -0.5303 }, { "name": "tau", "value": 4.0963 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0489 }, "coherence_score": 4.0962958335876465, "coherence_diagnostics": { "tau": 4.0962958335876465, "grad_tau": 0.591542661190033, "torsion": 0.0, "alignment": -0.5302606821060181, "S_field": 1.737985372543335, "Gamma_field": 0.1889583319425583, "S_over_Gamma": 9.197717666625977, "Da": 11.137921333312988, "E_coh": 0.9815832376480103, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.84, 28.62 ], [ -93.82, 28.61 ], [ -93.83, 28.6 ], [ -93.81, 28.57 ], [ -93.8, 28.57 ], [ -93.78, 28.59 ], [ -93.77, 28.57 ], [ -93.78, 28.56 ], [ -93.78, 28.53 ], [ -93.86, 28.52 ], [ -93.86, 28.56 ], [ -93.85, 28.57 ], [ -93.85, 28.61 ], [ -93.84, 28.62 ] ] ] }, "raw_probability": 0.0489, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0489, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3cfddc64a0456023b033fa753f6643bbcee3f199250d887f6b337c5568d9946c" }, "receipt_sha256": "3cfddc64a0456023b033fa753f6643bbcee3f199250d887f6b337c5568d9946c" }, { "storm_id": "845761", "lat": 46.0408, "lon": -88.385, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 819.0, "ebshear": 31.0, "srh01": 59.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 28.0123 }, { "name": "alignment", "value": 3.1824 }, { "name": "tau", "value": 0.8707 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0487 }, "coherence_score": 0.8707106113433838, "coherence_diagnostics": { "tau": 0.8707106113433838, "grad_tau": 0.29324665665626526, "torsion": 0.0, "alignment": 3.182382106781006, "S_field": 0.13213109970092773, "Gamma_field": 0.28729167580604553, "S_over_Gamma": 0.45991969108581543, "Da": 17.035808563232422, "E_coh": 0.1677664965391159, "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": [ [ [ -88.41, 46.08 ], [ -88.36, 46.08 ], [ -88.35, 46.07 ], [ -88.35, 46.04 ], [ -88.34, 46.03 ], [ -88.36, 46.01 ], [ -88.36, 46.0 ], [ -88.4, 45.99 ], [ -88.44, 46.01 ], [ -88.42, 46.03 ], [ -88.42, 46.07 ], [ -88.41, 46.08 ] ] ] }, "raw_probability": 0.0487, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0487, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "351f69dee19ce5e787ebb6319abfe70ded04dcaa93e141aae00f261a64e5f9ff" }, "receipt_sha256": "351f69dee19ce5e787ebb6319abfe70ded04dcaa93e141aae00f261a64e5f9ff" }, { "storm_id": "846238", "lat": 30.0589, "lon": -92.3633, "motion_east": 2.4, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3874.0, "ebshear": 19.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 43.7623 }, { "name": "alignment", "value": -1.1073 }, { "name": "tau", "value": 3.7165 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0487 }, "coherence_score": 3.7165496349334717, "coherence_diagnostics": { "tau": 3.7165496349334717, "grad_tau": 0.5851396918296814, "torsion": 0.0, "alignment": -1.1072874069213867, "S_field": 0.9814754724502563, "Gamma_field": 0.3347916901111603, "S_over_Gamma": 2.931600570678711, "Da": 21.01024055480957, "E_coh": 0.9898706078529358, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.37, 30.08 ], [ -92.34, 30.08 ], [ -92.33, 30.07 ], [ -92.33, 30.04 ], [ -92.35, 30.02 ], [ -92.4, 30.02 ], [ -92.4, 30.07 ], [ -92.38, 30.07 ], [ -92.37, 30.08 ] ] ] }, "raw_probability": 0.0487, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0487, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "351f69dee19ce5e787ebb6319abfe70ded04dcaa93e141aae00f261a64e5f9ff" }, "receipt_sha256": "351f69dee19ce5e787ebb6319abfe70ded04dcaa93e141aae00f261a64e5f9ff" }, { "storm_id": "846240", "lat": 28.758, "lon": -102.597, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1270.0, "ebshear": 10.0, "srh01": 5.0, "maxllaz": 0.0, "mesh": 0.68, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 26.8873 }, { "name": "alignment", "value": -0.5394 }, { "name": "tau", "value": 0.6179 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0485 }, "coherence_score": 0.6179391741752625, "coherence_diagnostics": { "tau": 0.6179391741752625, "grad_tau": 0.2122061550617218, "torsion": 0.0, "alignment": -0.5393676161766052, "S_field": 0.2747800052165985, "Gamma_field": 0.42395836114883423, "S_over_Gamma": 0.6481297016143799, "Da": 25.000154495239258, "E_coh": 0.8416783213615417, "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": [ [ [ -102.6, 28.79 ], [ -102.57, 28.79 ], [ -102.57, 28.76 ], [ -102.58, 28.75 ], [ -102.59, 28.71 ], [ -102.61, 28.72 ], [ -102.61, 28.74 ], [ -102.62, 28.75 ], [ -102.62, 28.78 ], [ -102.6, 28.79 ] ] ] }, "raw_probability": 0.0485, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0485, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fe089aca82a1b8e17521b99058dbabbbfadf38f1a621d9f001b26f49fa90a0e3" }, "receipt_sha256": "fe089aca82a1b8e17521b99058dbabbbfadf38f1a621d9f001b26f49fa90a0e3" }, { "storm_id": "845980", "lat": 44.4917, "lon": -112.2433, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 776.0, "ebshear": 25.0, "srh01": 16.0, "maxllaz": 0.001, "mesh": 0.61, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 12.1373 }, { "name": "alignment", "value": 1.7351 }, { "name": "tau", "value": 0.2887 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0484 }, "coherence_score": 0.28866398334503174, "coherence_diagnostics": { "tau": 0.28866398334503174, "grad_tau": 0.030613400042057037, "torsion": 0.0, "alignment": 1.7351086139678955, "S_field": 0.12204968929290771, "Gamma_field": 0.48395836353302, "S_over_Gamma": 0.2521904706954956, "Da": 27.86069679260254, "E_coh": 0.3390554189682007, "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": [ [ [ -112.33, 44.58 ], [ -112.27, 44.58 ], [ -112.26, 44.57 ], [ -112.22, 44.56 ], [ -112.22, 44.54 ], [ -112.21, 44.53 ], [ -112.21, 44.5 ], [ -112.22, 44.49 ], [ -112.18, 44.45 ], [ -112.19, 44.42 ], [ -112.17, 44.4 ], [ -112.19, 44.39 ], [ -112.26, 44.39 ], [ -112.26, 44.4 ], [ -112.24, 44.42 ], [ -112.24, 44.46 ], [ -112.23, 44.46 ], [ -112.22, 44.48 ], [ -112.23, 44.49 ], [ -112.28, 44.5 ], [ -112.29, 44.51 ], [ -112.29, 44.54 ], [ -112.3, 44.56 ], [ -112.33, 44.58 ] ] ] }, "raw_probability": 0.0484, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0484, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e48fa84e70522ec283878f12024137a27e07f6a6c7eb5a0bfe43664f45e9c220" }, "receipt_sha256": "e48fa84e70522ec283878f12024137a27e07f6a6c7eb5a0bfe43664f45e9c220" }, { "storm_id": "846209", "lat": 34.9913, "lon": -107.685, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 296.0, "ebshear": 14.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.43, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 19.7623 }, { "name": "alignment", "value": -0.7443 }, { "name": "tau", "value": 0.2394 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0484 }, "coherence_score": 0.2394128441810608, "coherence_diagnostics": { "tau": 0.2394128441810608, "grad_tau": 0.03555011749267578, "torsion": 0.0, "alignment": -0.7443107962608337, "S_field": 0.14845113456249237, "Gamma_field": 0.62479168176651, "S_over_Gamma": 0.23760101199150085, "Da": 37.921043395996094, "E_coh": 0.9215466380119324, "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": [ [ [ -107.7, 35.02 ], [ -107.65, 35.02 ], [ -107.65, 34.97 ], [ -107.66, 34.96 ], [ -107.7, 34.96 ], [ -107.71, 34.97 ], [ -107.71, 35.01 ], [ -107.7, 35.02 ] ] ] }, "raw_probability": 0.0484, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0484, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e48fa84e70522ec283878f12024137a27e07f6a6c7eb5a0bfe43664f45e9c220" }, "receipt_sha256": "e48fa84e70522ec283878f12024137a27e07f6a6c7eb5a0bfe43664f45e9c220" }, { "storm_id": "846405", "lat": 29.2013, "lon": -90.322, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3596.0, "ebshear": 10.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 46.1373 }, { "name": "alignment", "value": 0.1441 }, { "name": "tau", "value": 4.7544 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 4.754439353942871, "coherence_diagnostics": { "tau": 4.754439353942871, "grad_tau": 0.10283097624778748, "torsion": 0.0, "alignment": 0.1441156417131424, "S_field": 1.3315677642822266, "Gamma_field": 0.23729166388511658, "S_over_Gamma": 5.611523628234863, "Da": 14.811124801635742, "E_coh": 0.9915218949317932, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.37, 29.24 ], [ -90.29, 29.24 ], [ -90.28, 29.23 ], [ -90.29, 29.22 ], [ -90.28, 29.21 ], [ -90.29, 29.2 ], [ -90.27, 29.17 ], [ -90.29, 29.16 ], [ -90.33, 29.16 ], [ -90.35, 29.17 ], [ -90.36, 29.18 ], [ -90.35, 29.18 ], [ -90.34, 29.2 ], [ -90.37, 29.22 ], [ -90.37, 29.24 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0483, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "961c627f1c404867b363c1fb689e2481965bc2b8194afda81bcccea15ee69ff3" }, "receipt_sha256": "961c627f1c404867b363c1fb689e2481965bc2b8194afda81bcccea15ee69ff3" }, { "storm_id": "845629", "lat": 40.1079, "lon": -78.7264, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1531.0, "ebshear": 13.0, "srh01": 35.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 35.3873 }, { "name": "alignment", "value": -0.4315 }, { "name": "tau", "value": 1.4397 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0479 }, "coherence_score": 1.4397016763687134, "coherence_diagnostics": { "tau": 1.4397016763687134, "grad_tau": 0.35549554228782654, "torsion": 0.0, "alignment": -0.4314919412136078, "S_field": 0.2736762464046478, "Gamma_field": 0.29229167103767395, "S_over_Gamma": 0.9363121390342712, "Da": 17.2165470123291, "E_coh": 0.8970145583152771, "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": [ [ [ -78.74, 40.16 ], [ -78.7, 40.16 ], [ -78.69, 40.15 ], [ -78.69, 40.12 ], [ -78.67, 40.1 ], [ -78.68, 40.08 ], [ -78.7, 40.08 ], [ -78.71, 40.07 ], [ -78.76, 40.07 ], [ -78.77, 40.06 ], [ -78.78, 40.07 ], [ -78.77, 40.09 ], [ -78.77, 40.14 ], [ -78.74, 40.16 ] ] ] }, "raw_probability": 0.0479, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0479, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "473acbe020cad28c2033114d004bbaa8ea7be720854a0e36f87736e070c904af" }, "receipt_sha256": "473acbe020cad28c2033114d004bbaa8ea7be720854a0e36f87736e070c904af" }, { "storm_id": "846193", "lat": 38.709, "lon": -88.392, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2002.0, "ebshear": 6.0, "srh01": 11.0, "maxllaz": 0.003, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 29.3873 }, { "name": "alignment", "value": -1.751 }, { "name": "tau", "value": 1.3553 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0475 }, "coherence_score": 1.3553155660629272, "coherence_diagnostics": { "tau": 1.3553155660629272, "grad_tau": 0.0853278636932373, "torsion": 0.0, "alignment": -1.7509801387786865, "S_field": 0.06406797468662262, "Gamma_field": 0.7397916913032532, "S_over_Gamma": 0.08660272508859634, "Da": 45.80044174194336, "E_coh": 0.46703532338142395, "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": [ [ [ -88.42, 38.74 ], [ -88.36, 38.74 ], [ -88.35, 38.73 ], [ -88.36, 38.71 ], [ -88.36, 38.68 ], [ -88.37, 38.67 ], [ -88.42, 38.67 ], [ -88.43, 38.68 ], [ -88.43, 38.73 ], [ -88.42, 38.74 ] ] ] }, "raw_probability": 0.0475, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0475, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c04c001d071b884f698a733684145912531fbcb309e7607958181d16bde1300" }, "receipt_sha256": "0c04c001d071b884f698a733684145912531fbcb309e7607958181d16bde1300" }, { "storm_id": "846305", "lat": 29.4864, "lon": -102.4268, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1071.0, "ebshear": 13.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 26.5123 }, { "name": "alignment", "value": -2.1682 }, { "name": "tau", "value": 0.5413 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0472 }, "coherence_score": 0.5412611961364746, "coherence_diagnostics": { "tau": 0.5412611961364746, "grad_tau": 0.20430731773376465, "torsion": 0.0, "alignment": -2.1681504249572754, "S_field": 0.15692730247974396, "Gamma_field": 0.6114583611488342, "S_over_Gamma": 0.2566443085670471, "Da": 35.78547286987305, "E_coh": 0.5299609303474426, "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": [ [ [ -102.43, 29.58 ], [ -102.42, 29.58 ], [ -102.43, 29.56 ], [ -102.42, 29.54 ], [ -102.42, 29.48 ], [ -102.38, 29.45 ], [ -102.37, 29.45 ], [ -102.37, 29.43 ], [ -102.36, 29.42 ], [ -102.36, 29.4 ], [ -102.38, 29.38 ], [ -102.4, 29.38 ], [ -102.43, 29.4 ], [ -102.43, 29.43 ], [ -102.48, 29.47 ], [ -102.48, 29.49 ], [ -102.5, 29.51 ], [ -102.5, 29.53 ], [ -102.48, 29.55 ], [ -102.47, 29.54 ], [ -102.45, 29.55 ], [ -102.43, 29.58 ] ] ] }, "raw_probability": 0.0472, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0472, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "135b285a67ab5d8ea6161554d50fa39eb83fdc9509bbc56f8da72ef3f0fd0e3c" }, "receipt_sha256": "135b285a67ab5d8ea6161554d50fa39eb83fdc9509bbc56f8da72ef3f0fd0e3c" }, { "storm_id": "845159", "lat": 30.0275, "lon": -91.1437, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4029.0, "ebshear": 17.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 1.6471 }, { "name": "tau", "value": 4.7213 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0469 }, "coherence_score": 4.7213358879089355, "coherence_diagnostics": { "tau": 4.7213358879089355, "grad_tau": 0.23550894856452942, "torsion": 0.0, "alignment": 1.6471326351165771, "S_field": 1.2394665479660034, "Gamma_field": 0.21062500774860382, "S_over_Gamma": 5.884707450866699, "Da": 13.027793884277344, "E_coh": 0.990831732749939, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.16, 30.06 ], [ -91.12, 30.06 ], [ -91.11, 30.04 ], [ -91.11, 30.0 ], [ -91.13, 29.98 ], [ -91.18, 29.98 ], [ -91.18, 30.04 ], [ -91.16, 30.06 ] ] ] }, "raw_probability": 0.0469, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0469, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, { "storm_id": "845339", "lat": 29.6467, "lon": -91.0956, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3728.0, "ebshear": 16.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.37, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 1.6471 }, { "name": "tau", "value": 4.7213 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0469 }, "coherence_score": 4.7213358879089355, "coherence_diagnostics": { "tau": 4.7213358879089355, "grad_tau": 0.23550894856452942, "torsion": 0.0, "alignment": 1.6471326351165771, "S_field": 1.2394665479660034, "Gamma_field": 0.21062500774860382, "S_over_Gamma": 5.884707450866699, "Da": 13.027793884277344, "E_coh": 0.990831732749939, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.12, 29.68 ], [ -91.05, 29.68 ], [ -91.04, 29.67 ], [ -91.05, 29.63 ], [ -91.08, 29.6 ], [ -91.12, 29.6 ], [ -91.14, 29.62 ], [ -91.14, 29.66 ], [ -91.12, 29.68 ] ] ] }, "raw_probability": 0.0469, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0469, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, { "storm_id": "845851", "lat": 45.712, "lon": -90.416, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1292.0, "ebshear": 25.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 30.2623 }, { "name": "alignment", "value": 0.9186 }, { "name": "tau", "value": 0.9846 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0469 }, "coherence_score": 0.9845552444458008, "coherence_diagnostics": { "tau": 0.9845552444458008, "grad_tau": 0.3003388047218323, "torsion": 0.0, "alignment": 0.9186272621154785, "S_field": 0.144290953874588, "Gamma_field": 0.24812500178813934, "S_over_Gamma": 0.5815252661705017, "Da": 14.966583251953125, "E_coh": 0.01742946356534958, "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": [ [ [ -90.42, 45.75 ], [ -90.39, 45.74 ], [ -90.39, 45.7 ], [ -90.38, 45.69 ], [ -90.39, 45.68 ], [ -90.44, 45.68 ], [ -90.45, 45.69 ], [ -90.44, 45.7 ], [ -90.44, 45.74 ], [ -90.42, 45.75 ] ] ] }, "raw_probability": 0.0469, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0469, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, { "storm_id": "846336", "lat": 29.8367, "lon": -91.1322, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4138.0, "ebshear": 17.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 46.8873 }, { "name": "alignment", "value": 1.6471 }, { "name": "tau", "value": 4.7213 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0469 }, "coherence_score": 4.7213358879089355, "coherence_diagnostics": { "tau": 4.7213358879089355, "grad_tau": 0.23550894856452942, "torsion": 0.0, "alignment": 1.6471326351165771, "S_field": 1.2394665479660034, "Gamma_field": 0.21062500774860382, "S_over_Gamma": 5.884707450866699, "Da": 13.027793884277344, "E_coh": 0.990831732749939, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.15, 29.87 ], [ -91.11, 29.87 ], [ -91.09, 29.85 ], [ -91.09, 29.81 ], [ -91.1, 29.8 ], [ -91.16, 29.8 ], [ -91.17, 29.81 ], [ -91.17, 29.85 ], [ -91.15, 29.87 ] ] ] }, "raw_probability": 0.0469, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0469, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, "receipt_sha256": "afb8f47e289d22000b6a1017f9a84e788f2984e2cd6211cb9f7630659d01e842" }, { "storm_id": "846315", "lat": 41.0063, "lon": -111.2738, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 567.0, "ebshear": 8.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.5, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 16.6373 }, { "name": "alignment", "value": 3.3524 }, { "name": "tau", "value": 0.294 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0468 }, "coherence_score": 0.29404622316360474, "coherence_diagnostics": { "tau": 0.29404622316360474, "grad_tau": 0.04236855357885361, "torsion": 0.0, "alignment": 3.352390766143799, "S_field": 0.27621209621429443, "Gamma_field": 0.8347916603088379, "S_over_Gamma": 0.3308754861354828, "Da": 51.91840362548828, "E_coh": 0.7324938178062439, "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": [ [ [ -111.28, 41.04 ], [ -111.24, 41.03 ], [ -111.24, 40.99 ], [ -111.26, 40.97 ], [ -111.29, 40.97 ], [ -111.3, 40.98 ], [ -111.3, 41.03 ], [ -111.28, 41.04 ] ] ] }, "raw_probability": 0.0468, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0468, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "49140b2e3ebea078c865af549cef27a55a12f41ea383e1d33c9216bc9b18d7ff" }, "receipt_sha256": "49140b2e3ebea078c865af549cef27a55a12f41ea383e1d33c9216bc9b18d7ff" }, { "storm_id": "846187", "lat": 41.6822, "lon": -97.0667, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3550.0, "ebshear": 22.0, "srh01": 9.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 31.0123 }, { "name": "alignment", "value": -0.7672 }, { "name": "tau", "value": 0.7629 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0467 }, "coherence_score": 0.7629102468490601, "coherence_diagnostics": { "tau": 0.7629102468490601, "grad_tau": 0.17978224158287048, "torsion": 0.0, "alignment": -0.7671571969985962, "S_field": 0.3857766389846802, "Gamma_field": 0.9931250214576721, "S_over_Gamma": 0.38844719529151917, "Da": 57.111515045166016, "E_coh": 0.8112524747848511, "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": [ [ [ -97.12, 41.72 ], [ -97.04, 41.71 ], [ -97.0, 41.69 ], [ -97.01, 41.63 ], [ -97.05, 41.63 ], [ -97.08, 41.67 ], [ -97.08, 41.68 ], [ -97.1, 41.69 ], [ -97.12, 41.72 ] ] ] }, "raw_probability": 0.0467, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0467, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d01c9c9c6183acd664d9c6347a48ddf299177322da084af63df93e6e1ecf030d" }, "receipt_sha256": "d01c9c9c6183acd664d9c6347a48ddf299177322da084af63df93e6e1ecf030d" }, { "storm_id": "846308", "lat": 27.9023, "lon": -102.2615, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1495.0, "ebshear": 9.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.27, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 33.5123 }, { "name": "alignment", "value": -0.4586 }, { "name": "tau", "value": 0.8706 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0467 }, "coherence_score": 0.8706180453300476, "coherence_diagnostics": { "tau": 0.8706180453300476, "grad_tau": 0.10623859614133835, "torsion": 0.0, "alignment": -0.4585762619972229, "S_field": 0.42812955379486084, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 1.3894670009613037, "Da": 18.335176467895508, "E_coh": 0.9241410493850708, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -102.23, 27.95 ], [ -102.21, 27.93 ], [ -102.23, 27.9 ], [ -102.23, 27.87 ], [ -102.24, 27.87 ], [ -102.25, 27.85 ], [ -102.26, 27.86 ], [ -102.31, 27.86 ], [ -102.31, 27.91 ], [ -102.32, 27.92 ], [ -102.31, 27.93 ], [ -102.27, 27.93 ], [ -102.23, 27.95 ] ] ] }, "raw_probability": 0.0467, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0467, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d01c9c9c6183acd664d9c6347a48ddf299177322da084af63df93e6e1ecf030d" }, "receipt_sha256": "d01c9c9c6183acd664d9c6347a48ddf299177322da084af63df93e6e1ecf030d" }, { "storm_id": "845701", "lat": 29.3, "lon": -90.6875, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3736.0, "ebshear": 11.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 46.1373 }, { "name": "alignment", "value": 0.1441 }, { "name": "tau", "value": 4.7544 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0466 }, "coherence_score": 4.754439353942871, "coherence_diagnostics": { "tau": 4.754439353942871, "grad_tau": 0.10283097624778748, "torsion": 0.0, "alignment": 0.1441156417131424, "S_field": 1.3315677642822266, "Gamma_field": 0.23729166388511658, "S_over_Gamma": 5.611523628234863, "Da": 14.811124801635742, "E_coh": 0.9915218949317932, "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": [ [ [ -90.71, 29.33 ], [ -90.67, 29.33 ], [ -90.65, 29.3 ], [ -90.65, 29.27 ], [ -90.67, 29.24 ], [ -90.72, 29.28 ], [ -90.72, 29.32 ], [ -90.71, 29.33 ] ] ] }, "raw_probability": 0.0466, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0466, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fe00209e8444acebe25e1317c1b684b0ca06fc328fc59c59e927c0c36b376758" }, "receipt_sha256": "fe00209e8444acebe25e1317c1b684b0ca06fc328fc59c59e927c0c36b376758" }, { "storm_id": "846316", "lat": 40.3144, "lon": -106.8789, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 826.0, "ebshear": 21.0, "srh01": 27.0, "maxllaz": 0.003, "mesh": 0.58, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 13.2623 }, { "name": "alignment", "value": 1.5016 }, { "name": "tau", "value": 0.423 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0464 }, "coherence_score": 0.422965943813324, "coherence_diagnostics": { "tau": 0.422965943813324, "grad_tau": 0.0660092756152153, "torsion": 0.0, "alignment": 1.5016484260559082, "S_field": 0.31681644916534424, "Gamma_field": 0.59395831823349, "S_over_Gamma": 0.533398449420929, "Da": 34.807621002197266, "E_coh": 0.7942246198654175, "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": [ [ [ -106.9, 40.34 ], [ -106.86, 40.34 ], [ -106.84, 40.32 ], [ -106.84, 40.3 ], [ -106.86, 40.28 ], [ -106.89, 40.28 ], [ -106.91, 40.3 ], [ -106.91, 40.33 ], [ -106.9, 40.34 ] ] ] }, "raw_probability": 0.0464, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0464, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9841f06224f91aa30edfc7af2d8b019816cd32165aebac5cbfe19ce05833f379" }, "receipt_sha256": "9841f06224f91aa30edfc7af2d8b019816cd32165aebac5cbfe19ce05833f379" }, { "storm_id": "846368", "lat": 35.6638, "lon": -90.2413, "motion_east": 2.5, "motion_south": 0.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2834.0, "ebshear": 14.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 25.2623 }, { "name": "alignment", "value": -0.9064 }, { "name": "tau", "value": 2.6574 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0463 }, "coherence_score": 2.657350778579712, "coherence_diagnostics": { "tau": 2.657350778579712, "grad_tau": 0.5275405049324036, "torsion": 0.0, "alignment": -0.9063615798950195, "S_field": 0.06611281633377075, "Gamma_field": 0.4922916889190674, "S_over_Gamma": 0.13429602980613708, "Da": 30.579051971435547, "E_coh": 0.7596027851104736, "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": [ [ [ -90.26, 35.69 ], [ -90.21, 35.69 ], [ -90.2, 35.68 ], [ -90.23, 35.62 ], [ -90.25, 35.62 ], [ -90.25, 35.64 ], [ -90.27, 35.68 ], [ -90.26, 35.69 ] ] ] }, "raw_probability": 0.0463, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0463, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c03a3bd93502eb37699f03f4775d71edc36907ba20461d4a6a5c8676de1c0d8c" }, "receipt_sha256": "c03a3bd93502eb37699f03f4775d71edc36907ba20461d4a6a5c8676de1c0d8c" }, { "storm_id": "846106", "lat": 30.1975, "lon": -91.5712, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3664.0, "ebshear": 18.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.19, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 46.7623 }, { "name": "alignment", "value": -0.8205 }, { "name": "tau", "value": 4.2111 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.046 }, "coherence_score": 4.211056709289551, "coherence_diagnostics": { "tau": 4.211056709289551, "grad_tau": 0.44032183289527893, "torsion": 0.0, "alignment": -0.8205260038375854, "S_field": 1.222174048423767, "Gamma_field": 0.28812500834465027, "S_over_Gamma": 4.241818904876709, "Da": 17.79996681213379, "E_coh": 0.9884126782417297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.59, 30.23 ], [ -91.53, 30.23 ], [ -91.53, 30.18 ], [ -91.55, 30.16 ], [ -91.58, 30.16 ], [ -91.6, 30.18 ], [ -91.6, 30.21 ], [ -91.59, 30.23 ] ] ] }, "raw_probability": 0.046, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.046, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "84045e86366ff03d58dcff7595f1b22c264670ca9081dcd3a91f1dc8db3af88a" }, "receipt_sha256": "84045e86366ff03d58dcff7595f1b22c264670ca9081dcd3a91f1dc8db3af88a" }, { "storm_id": "845261", "lat": 37.6908, "lon": -82.6738, "motion_east": 5.0, "motion_south": 1.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2069.0, "ebshear": 16.0, "srh01": 19.0, "maxllaz": 0.005, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 46.3873 }, { "name": "alignment", "value": -0.1254 }, { "name": "tau", "value": 2.2397 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0453 }, "coherence_score": 2.2396626472473145, "coherence_diagnostics": { "tau": 2.2396626472473145, "grad_tau": 0.45697492361068726, "torsion": 0.0, "alignment": -0.12540486454963684, "S_field": 0.3712290823459625, "Gamma_field": 0.2864583432674408, "S_over_Gamma": 1.2959269285202026, "Da": 17.517993927001953, "E_coh": 0.888795793056488, "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": [ [ [ -82.68, 37.77 ], [ -82.65, 37.77 ], [ -82.6, 37.72 ], [ -82.59, 37.7 ], [ -82.59, 37.67 ], [ -82.63, 37.62 ], [ -82.66, 37.62 ], [ -82.7, 37.6 ], [ -82.76, 37.65 ], [ -82.76, 37.67 ], [ -82.73, 37.7 ], [ -82.73, 37.72 ], [ -82.68, 37.77 ] ] ] }, "raw_probability": 0.0453, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0453, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4d38a9c5c9c69551a7f174af5321e20f3650f57c4defe6f6be7b2ef4fd9c1e04" }, "receipt_sha256": "4d38a9c5c9c69551a7f174af5321e20f3650f57c4defe6f6be7b2ef4fd9c1e04" }, { "storm_id": "844743", "lat": 30.3769, "lon": -85.6525, "motion_east": 2.0, "motion_south": 2.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3259.0, "ebshear": 11.0, "srh01": 14.0, "maxllaz": 0.007, "mesh": 0.38, "flash_rate": 24.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 52.8873 }, { "name": "alignment", "value": 2.5411 }, { "name": "tau", "value": 4.7435 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0452 }, "coherence_score": 4.743489742279053, "coherence_diagnostics": { "tau": 4.743489742279053, "grad_tau": 0.26153403520584106, "torsion": 0.0, "alignment": 2.5410523414611816, "S_field": 1.6573607921600342, "Gamma_field": 0.22979165613651276, "S_over_Gamma": 7.21245002746582, "Da": 13.948742866516113, "E_coh": 0.9737748503684998, "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": [ [ [ -85.68, 30.47 ], [ -85.65, 30.47 ], [ -85.6, 30.43 ], [ -85.6, 30.4 ], [ -85.59, 30.39 ], [ -85.59, 30.34 ], [ -85.6, 30.33 ], [ -85.6, 30.3 ], [ -85.62, 30.28 ], [ -85.65, 30.28 ], [ -85.67, 30.32 ], [ -85.71, 30.34 ], [ -85.74, 30.37 ], [ -85.74, 30.4 ], [ -85.72, 30.44 ], [ -85.68, 30.47 ] ] ] }, "raw_probability": 0.0452, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0452, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1afda157f41386520e7f3ca3166defe09702000e81c8b13881115743baa57a09" }, "receipt_sha256": "1afda157f41386520e7f3ca3166defe09702000e81c8b13881115743baa57a09" }, { "storm_id": "844855", "lat": 37.243, "lon": -88.9976, "motion_east": 1.9, "motion_south": 0.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2701.0, "ebshear": 9.0, "srh01": 15.0, "maxllaz": 0.008, "mesh": 0.37, "flash_rate": 24.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 29.8873 }, { "name": "alignment", "value": -0.8973 }, { "name": "tau", "value": 1.8648 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0451 }, "coherence_score": 1.8648135662078857, "coherence_diagnostics": { "tau": 1.8648135662078857, "grad_tau": 0.3796609044075012, "torsion": 0.0, "alignment": -0.8973040580749512, "S_field": 0.20652613043785095, "Gamma_field": 0.31312501430511475, "S_over_Gamma": 0.6595644354820251, "Da": 18.81808090209961, "E_coh": 0.8425654768943787, "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": [ [ [ -89.08, 37.4 ], [ -89.02, 37.39 ], [ -88.99, 37.36 ], [ -88.98, 37.34 ], [ -88.98, 37.29 ], [ -88.99, 37.28 ], [ -88.99, 37.25 ], [ -88.98, 37.24 ], [ -88.98, 37.22 ], [ -88.96, 37.18 ], [ -88.93, 37.16 ], [ -88.92, 37.17 ], [ -88.91, 37.16 ], [ -88.88, 37.16 ], [ -88.86, 37.13 ], [ -88.86, 37.12 ], [ -88.89, 37.09 ], [ -88.92, 37.09 ], [ -88.93, 37.13 ], [ -88.94, 37.14 ], [ -88.96, 37.14 ], [ -88.97, 37.15 ], [ -89.02, 37.15 ], [ -89.07, 37.2 ], [ -89.07, 37.27 ], [ -89.08, 37.29 ], [ -89.1, 37.31 ], [ -89.11, 37.31 ], [ -89.13, 37.34 ], [ -89.13, 37.38 ], [ -89.12, 37.39 ], [ -89.09, 37.39 ], [ -89.08, 37.4 ] ] ] }, "raw_probability": 0.0451, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0451, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eafb2a71d47422638ced9c20eabf3be5a0aa867e6ab9c1d652003afdeee96a21" }, "receipt_sha256": "eafb2a71d47422638ced9c20eabf3be5a0aa867e6ab9c1d652003afdeee96a21" }, { "storm_id": "845269", "lat": 35.25, "lon": -86.6618, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2042.0, "ebshear": 24.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 46.6373 }, { "name": "alignment", "value": -0.165 }, { "name": "tau", "value": 3.5204 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.045 }, "coherence_score": 3.5204272270202637, "coherence_diagnostics": { "tau": 3.5204272270202637, "grad_tau": 0.44320908188819885, "torsion": 0.0, "alignment": -0.16495098173618317, "S_field": 1.081707239151001, "Gamma_field": 0.2814583480358124, "S_over_Gamma": 3.8432230949401855, "Da": 17.36812973022461, "E_coh": 0.9594804048538208, "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": [ [ [ -86.67, 35.29 ], [ -86.65, 35.29 ], [ -86.64, 35.28 ], [ -86.64, 35.25 ], [ -86.63, 35.24 ], [ -86.63, 35.22 ], [ -86.65, 35.2 ], [ -86.68, 35.2 ], [ -86.71, 35.22 ], [ -86.71, 35.27 ], [ -86.67, 35.29 ] ] ] }, "raw_probability": 0.045, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.045, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03645b14016539477736d558856f8f9a755de825864cefc425662b2c6d0cef6e" }, "receipt_sha256": "03645b14016539477736d558856f8f9a755de825864cefc425662b2c6d0cef6e" }, { "storm_id": "845579", "lat": 38.629, "lon": -89.71, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2288.0, "ebshear": 13.0, "srh01": 5.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 27.5123 }, { "name": "alignment", "value": -1.0147 }, { "name": "tau", "value": 1.5946 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.045 }, "coherence_score": 1.5945725440979004, "coherence_diagnostics": { "tau": 1.5945725440979004, "grad_tau": 0.17743776738643646, "torsion": 0.0, "alignment": -1.014719009399414, "S_field": 0.21202200651168823, "Gamma_field": 0.36145833134651184, "S_over_Gamma": 0.5865738391876221, "Da": 22.55173683166504, "E_coh": 0.9202636480331421, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.73, 38.66 ], [ -89.68, 38.66 ], [ -89.67, 38.65 ], [ -89.68, 38.63 ], [ -89.68, 38.6 ], [ -89.69, 38.59 ], [ -89.74, 38.59 ], [ -89.75, 38.6 ], [ -89.75, 38.65 ], [ -89.73, 38.66 ] ] ] }, "raw_probability": 0.045, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.045, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03645b14016539477736d558856f8f9a755de825864cefc425662b2c6d0cef6e" }, "receipt_sha256": "03645b14016539477736d558856f8f9a755de825864cefc425662b2c6d0cef6e" }, { "storm_id": "845961", "lat": 29.8746, "lon": -92.7815, "motion_east": 0.5, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2937.0, "ebshear": 17.0, "srh01": 20.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 47.8873 }, { "name": "alignment", "value": 2.2791 }, { "name": "tau", "value": 4.0567 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 4.056690216064453, "coherence_diagnostics": { "tau": 4.056690216064453, "grad_tau": 0.6829035878181458, "torsion": 0.0, "alignment": 2.279083490371704, "S_field": 1.2552026510238647, "Gamma_field": 0.2906250059604645, "S_over_Gamma": 4.318976879119873, "Da": 18.05695152282715, "E_coh": 0.9823921918869019, "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": [ [ [ -92.82, 29.94 ], [ -92.78, 29.94 ], [ -92.76, 29.93 ], [ -92.75, 29.91 ], [ -92.71, 29.87 ], [ -92.71, 29.81 ], [ -92.72, 29.8 ], [ -92.79, 29.8 ], [ -92.81, 29.82 ], [ -92.81, 29.84 ], [ -92.84, 29.87 ], [ -92.84, 29.9 ], [ -92.82, 29.94 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0449, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "725c6342718f37ffd752acd2ad13ca22be55814d247eceb1d4c66e64aff76529" }, "receipt_sha256": "725c6342718f37ffd752acd2ad13ca22be55814d247eceb1d4c66e64aff76529" }, { "storm_id": "844738", "lat": 34.7, "lon": -87.6411, "motion_east": 4.2, "motion_south": 0.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2040.0, "ebshear": 26.0, "srh01": 12.0, "maxllaz": 0.003, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 46.6373 }, { "name": "alignment", "value": 0.1233 }, { "name": "tau", "value": 3.7546 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 3.7545666694641113, "coherence_diagnostics": { "tau": 3.7545666694641113, "grad_tau": 0.2553776204586029, "torsion": 0.0, "alignment": 0.12331442534923553, "S_field": 1.2178897857666016, "Gamma_field": 0.2956250309944153, "S_over_Gamma": 4.119711399078369, "Da": 19.179746627807617, "E_coh": 0.9886077642440796, "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": [ [ [ -87.65, 34.74 ], [ -87.63, 34.74 ], [ -87.6, 34.72 ], [ -87.6, 34.68 ], [ -87.63, 34.65 ], [ -87.65, 34.65 ], [ -87.68, 34.67 ], [ -87.68, 34.71 ], [ -87.65, 34.74 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0448, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1b2c7ad45713fe794fe39069a833e0123d44726f684cd6c80791aa9f97a3813a" }, "receipt_sha256": "1b2c7ad45713fe794fe39069a833e0123d44726f684cd6c80791aa9f97a3813a" }, { "storm_id": "846377", "lat": 46.0558, "lon": -89.7283, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1022.0, "ebshear": 26.0, "srh01": 38.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 25.6373 }, { "name": "alignment", "value": 0.9534 }, { "name": "tau", "value": 0.7904 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 0.7903945446014404, "coherence_diagnostics": { "tau": 0.7903945446014404, "grad_tau": 0.2602461278438568, "torsion": 0.0, "alignment": 0.9533714652061462, "S_field": 0.1211630254983902, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 0.39322683215141296, "Da": 18.290788650512695, "E_coh": 0.3103730380535126, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.73, 46.1 ], [ -89.69, 46.09 ], [ -89.7, 46.07 ], [ -89.7, 46.04 ], [ -89.69, 46.03 ], [ -89.73, 46.01 ], [ -89.74, 46.02 ], [ -89.76, 46.02 ], [ -89.75, 46.04 ], [ -89.75, 46.07 ], [ -89.77, 46.08 ], [ -89.73, 46.1 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0448, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1b2c7ad45713fe794fe39069a833e0123d44726f684cd6c80791aa9f97a3813a" }, "receipt_sha256": "1b2c7ad45713fe794fe39069a833e0123d44726f684cd6c80791aa9f97a3813a" }, { "storm_id": "845582", "lat": 37.7912, "lon": -84.6971, "motion_east": 5.5, "motion_south": 1.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2002.0, "ebshear": 19.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 45.8873 }, { "name": "alignment", "value": 0.9852 }, { "name": "tau", "value": 2.1536 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0447 }, "coherence_score": 2.153592348098755, "coherence_diagnostics": { "tau": 2.153592348098755, "grad_tau": 0.57423996925354, "torsion": 0.0, "alignment": 0.9852177500724792, "S_field": 0.2992383539676666, "Gamma_field": 0.3056250214576721, "S_over_Gamma": 0.9791029095649719, "Da": 18.982646942138672, "E_coh": 0.8713030815124512, "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": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.75, 37.87 ], [ -84.71, 37.87 ], [ -84.7, 37.86 ], [ -84.68, 37.86 ], [ -84.66, 37.84 ], [ -84.65, 37.84 ], [ -84.62, 37.8 ], [ -84.62, 37.76 ], [ -84.64, 37.73 ], [ -84.64, 37.7 ], [ -84.67, 37.67 ], [ -84.72, 37.67 ], [ -84.75, 37.7 ], [ -84.75, 37.76 ], [ -84.77, 37.8 ], [ -84.77, 37.85 ], [ -84.75, 37.87 ] ] ] }, "raw_probability": 0.0447, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0447, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "10a8d226ec51ab91280dd4a4bbb996f8909f455a4cacb02be5e841078cd8c5f8" }, "receipt_sha256": "10a8d226ec51ab91280dd4a4bbb996f8909f455a4cacb02be5e841078cd8c5f8" }, { "storm_id": "845934", "lat": 28.3506, "lon": -97.5662, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3587.0, "ebshear": 5.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.42, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 40.7623 }, { "name": "alignment", "value": 1.218 }, { "name": "tau", "value": 1.6771 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0447 }, "coherence_score": 1.6770849227905273, "coherence_diagnostics": { "tau": 1.6770849227905273, "grad_tau": 0.37950465083122253, "torsion": 0.0, "alignment": 1.2180296182632446, "S_field": 0.5960860848426819, "Gamma_field": 0.44062501192092896, "S_over_Gamma": 1.3528194427490234, "Da": 26.214632034301758, "E_coh": 0.9565187692642212, "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": [ [ [ -97.57, 28.41 ], [ -97.55, 28.41 ], [ -97.54, 28.39 ], [ -97.52, 28.38 ], [ -97.51, 28.34 ], [ -97.5, 28.33 ], [ -97.52, 28.31 ], [ -97.51, 28.3 ], [ -97.53, 28.28 ], [ -97.61, 28.28 ], [ -97.61, 28.29 ], [ -97.65, 28.32 ], [ -97.64, 28.38 ], [ -97.63, 28.39 ], [ -97.6, 28.39 ], [ -97.57, 28.41 ] ] ] }, "raw_probability": 0.0447, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0447, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "10a8d226ec51ab91280dd4a4bbb996f8909f455a4cacb02be5e841078cd8c5f8" }, "receipt_sha256": "10a8d226ec51ab91280dd4a4bbb996f8909f455a4cacb02be5e841078cd8c5f8" }, { "storm_id": "846023", "lat": 28.3109, "lon": -90.7709, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3114.0, "ebshear": 9.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 48.5123 }, { "name": "alignment", "value": 0.2068 }, { "name": "tau", "value": 4.6058 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0445 }, "coherence_score": 4.6057939529418945, "coherence_diagnostics": { "tau": 4.6057939529418945, "grad_tau": 0.3242992162704468, "torsion": 0.0, "alignment": 0.20683211088180542, "S_field": 1.4120138883590698, "Gamma_field": 0.23479168117046356, "S_over_Gamma": 6.0139007568359375, "Da": 14.338359832763672, "E_coh": 0.9969459772109985, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.82, 28.36 ], [ -90.8, 28.34 ], [ -90.77, 28.34 ], [ -90.76, 28.33 ], [ -90.76, 28.31 ], [ -90.74, 28.3 ], [ -90.74, 28.29 ], [ -90.72, 28.27 ], [ -90.73, 28.26 ], [ -90.82, 28.26 ], [ -90.82, 28.36 ] ] ] }, "raw_probability": 0.0445, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0445, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c11d3561eb140bae7f21390ac47d9e8d6135878628e8ef185f6f17a8f2e1ce20" }, "receipt_sha256": "c11d3561eb140bae7f21390ac47d9e8d6135878628e8ef185f6f17a8f2e1ce20" }, { "storm_id": "845311", "lat": 30.2467, "lon": -93.1627, "motion_east": 1.9, "motion_south": -3.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3372.0, "ebshear": 15.0, "srh01": 6.0, "maxllaz": 0.006, "mesh": 0.77, "flash_rate": 27.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 43.6373 }, { "name": "alignment", "value": 1.0507 }, { "name": "tau", "value": 3.1266 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0444 }, "coherence_score": 3.126638412475586, "coherence_diagnostics": { "tau": 3.126638412475586, "grad_tau": 0.4603530764579773, "torsion": 0.0, "alignment": 1.0506770610809326, "S_field": 0.660394012928009, "Gamma_field": 0.4006250202655792, "S_over_Gamma": 1.648409366607666, "Da": 25.452791213989258, "E_coh": 0.9751651883125305, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.13, 30.34 ], [ -93.09, 30.33 ], [ -93.08, 30.32 ], [ -93.05, 30.26 ], [ -93.05, 30.2 ], [ -93.12, 30.15 ], [ -93.18, 30.15 ], [ -93.19, 30.16 ], [ -93.23, 30.17 ], [ -93.26, 30.2 ], [ -93.26, 30.24 ], [ -93.25, 30.26 ], [ -93.23, 30.27 ], [ -93.19, 30.31 ], [ -93.13, 30.34 ] ] ] }, "raw_probability": 0.0444, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0444, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, { "storm_id": "845487", "lat": 30.2817, "lon": -92.0292, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3159.0, "ebshear": 16.0, "srh01": 4.0, "maxllaz": 0.002, "mesh": 0.41, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 46.7623 }, { "name": "alignment", "value": -0.8205 }, { "name": "tau", "value": 4.2111 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0444 }, "coherence_score": 4.211056709289551, "coherence_diagnostics": { "tau": 4.211056709289551, "grad_tau": 0.44032183289527893, "torsion": 0.0, "alignment": -0.8205260038375854, "S_field": 1.222174048423767, "Gamma_field": 0.28812500834465027, "S_over_Gamma": 4.241818904876709, "Da": 17.79996681213379, "E_coh": 0.9884126782417297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.03, 30.33 ], [ -91.99, 30.33 ], [ -91.97, 30.31 ], [ -91.97, 30.28 ], [ -92.0, 30.24 ], [ -92.02, 30.23 ], [ -92.05, 30.23 ], [ -92.07, 30.25 ], [ -92.07, 30.27 ], [ -92.08, 30.28 ], [ -92.07, 30.3 ], [ -92.03, 30.33 ] ] ] }, "raw_probability": 0.0444, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0444, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, { "storm_id": "845995", "lat": 34.84, "lon": -93.5121, "motion_east": 2.6, "motion_south": 3.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3056.0, "ebshear": 14.0, "srh01": 14.0, "maxllaz": 0.005, "mesh": 0.68, "flash_rate": 28.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 37.6373 }, { "name": "alignment", "value": 1.8699 }, { "name": "tau", "value": 2.9746 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0444 }, "coherence_score": 2.9746463298797607, "coherence_diagnostics": { "tau": 2.9746463298797607, "grad_tau": 0.5443049073219299, "torsion": 0.0, "alignment": 1.8698900938034058, "S_field": 1.116807222366333, "Gamma_field": 0.42645835876464844, "S_over_Gamma": 2.618795394897461, "Da": 27.56842803955078, "E_coh": 0.9869129657745361, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.48, 34.97 ], [ -93.44, 34.97 ], [ -93.43, 34.96 ], [ -93.43, 34.92 ], [ -93.42, 34.91 ], [ -93.42, 34.89 ], [ -93.44, 34.87 ], [ -93.44, 34.78 ], [ -93.46, 34.74 ], [ -93.47, 34.74 ], [ -93.51, 34.71 ], [ -93.57, 34.71 ], [ -93.58, 34.72 ], [ -93.62, 34.73 ], [ -93.65, 34.76 ], [ -93.66, 34.82 ], [ -93.61, 34.82 ], [ -93.58, 34.8 ], [ -93.56, 34.8 ], [ -93.52, 34.85 ], [ -93.52, 34.87 ], [ -93.5, 34.9 ], [ -93.5, 34.95 ], [ -93.48, 34.97 ] ] ] }, "raw_probability": 0.0444, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0444, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, { "storm_id": "846326", "lat": 36.6591, "lon": -88.2518, "motion_east": 1.5, "motion_south": 0.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2509.0, "ebshear": 18.0, "srh01": 40.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 42.0123 }, { "name": "alignment", "value": -0.2665 }, { "name": "tau", "value": 2.5249 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0444 }, "coherence_score": 2.52488374710083, "coherence_diagnostics": { "tau": 2.52488374710083, "grad_tau": 0.4835429787635803, "torsion": 0.0, "alignment": -0.26652997732162476, "S_field": 0.8043208122253418, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 3.105985403060913, "Da": 16.127971649169922, "E_coh": 0.9735959768295288, "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": [ [ [ -88.25, 36.7 ], [ -88.22, 36.7 ], [ -88.21, 36.69 ], [ -88.2, 36.63 ], [ -88.24, 36.61 ], [ -88.28, 36.61 ], [ -88.29, 36.62 ], [ -88.29, 36.64 ], [ -88.27, 36.66 ], [ -88.27, 36.69 ], [ -88.25, 36.7 ] ] ] }, "raw_probability": 0.0444, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0444, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, "receipt_sha256": "f641793d8629d829f80d5c0af8f499c322f73e48332845ce7b02fc6e3ba2fee9" }, { "storm_id": "845386", "lat": 35.775, "lon": -106.708, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 627.0, "ebshear": 13.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.24, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 19.7623 }, { "name": "alignment", "value": -0.7988 }, { "name": "tau", "value": 0.2224 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0443 }, "coherence_score": 0.22235415875911713, "coherence_diagnostics": { "tau": 0.22235415875911713, "grad_tau": 0.027844876050949097, "torsion": 0.0, "alignment": -0.7987667322158813, "S_field": 0.1621498465538025, "Gamma_field": 0.7797916531562805, "S_over_Gamma": 0.2079399675130844, "Da": 47.73249435424805, "E_coh": 0.8787362575531006, "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": [ [ [ -106.74, 35.82 ], [ -106.69, 35.82 ], [ -106.65, 35.78 ], [ -106.65, 35.74 ], [ -106.67, 35.73 ], [ -106.71, 35.73 ], [ -106.73, 35.74 ], [ -106.75, 35.76 ], [ -106.75, 35.81 ], [ -106.74, 35.82 ] ] ] }, "raw_probability": 0.0443, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0443, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2c21844c09835004c04a1b1ba94bd665d79e02ced3dd1ebc1ddb784e9249667" }, "receipt_sha256": "e2c21844c09835004c04a1b1ba94bd665d79e02ced3dd1ebc1ddb784e9249667" }, { "storm_id": "845676", "lat": 29.5062, "lon": -95.6154, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3407.0, "ebshear": 16.0, "srh01": 42.0, "maxllaz": 0.004, "mesh": 0.7, "flash_rate": 22.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 40.7623 }, { "name": "alignment", "value": -0.0448 }, { "name": "tau", "value": 2.7006 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0443 }, "coherence_score": 2.7006051540374756, "coherence_diagnostics": { "tau": 2.7006051540374756, "grad_tau": 0.43373680114746094, "torsion": 0.0, "alignment": -0.04484338313341141, "S_field": 1.0304208993911743, "Gamma_field": 0.36229169368743896, "S_over_Gamma": 2.844174861907959, "Da": 21.8114070892334, "E_coh": 1.0016849040985107, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.56, 29.6 ], [ -95.53, 29.6 ], [ -95.53, 29.59 ], [ -95.54, 29.58 ], [ -95.54, 29.52 ], [ -95.56, 29.49 ], [ -95.56, 29.46 ], [ -95.57, 29.44 ], [ -95.61, 29.39 ], [ -95.64, 29.39 ], [ -95.65, 29.4 ], [ -95.67, 29.39 ], [ -95.68, 29.4 ], [ -95.68, 29.47 ], [ -95.69, 29.48 ], [ -95.68, 29.5 ], [ -95.69, 29.51 ], [ -95.68, 29.52 ], [ -95.68, 29.54 ], [ -95.65, 29.56 ], [ -95.63, 29.56 ], [ -95.61, 29.58 ], [ -95.58, 29.58 ], [ -95.56, 29.6 ] ] ] }, "raw_probability": 0.0443, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0443, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2c21844c09835004c04a1b1ba94bd665d79e02ced3dd1ebc1ddb784e9249667" }, "receipt_sha256": "e2c21844c09835004c04a1b1ba94bd665d79e02ced3dd1ebc1ddb784e9249667" }, { "storm_id": "844890", "lat": 36.8871, "lon": -89.0859, "motion_east": 4.4, "motion_south": 0.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3025.0, "ebshear": 6.0, "srh01": 10.0, "maxllaz": 0.006, "mesh": 0.59, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 32.2623 }, { "name": "alignment", "value": 0.1441 }, { "name": "tau", "value": 2.2948 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0442 }, "coherence_score": 2.29475736618042, "coherence_diagnostics": { "tau": 2.29475736618042, "grad_tau": 0.5059834718704224, "torsion": 0.0, "alignment": 0.14414314925670624, "S_field": 0.5092490911483765, "Gamma_field": 0.28562501072883606, "S_over_Gamma": 1.7829289436340332, "Da": 18.032377243041992, "E_coh": 0.9720490574836731, "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": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.09, 36.99 ], [ -89.04, 36.99 ], [ -89.03, 36.98 ], [ -89.03, 36.89 ], [ -89.05, 36.86 ], [ -89.05, 36.82 ], [ -89.06, 36.81 ], [ -89.06, 36.79 ], [ -89.07, 36.78 ], [ -89.13, 36.78 ], [ -89.14, 36.79 ], [ -89.14, 36.88 ], [ -89.13, 36.89 ], [ -89.13, 36.92 ], [ -89.11, 36.95 ], [ -89.11, 36.97 ], [ -89.09, 36.99 ] ] ] }, "raw_probability": 0.0442, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0442, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3113c005a7108ef88f53c536b5ded6c91e27eec4242f6001f1a64c530ad5283d" }, "receipt_sha256": "3113c005a7108ef88f53c536b5ded6c91e27eec4242f6001f1a64c530ad5283d" }, { "storm_id": "844993", "lat": 42.0067, "lon": -114.8473, "motion_east": 6.3, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 686.0, "ebshear": 21.0, "srh01": 20.0, "maxllaz": 0.003, "mesh": 0.7, "flash_rate": 22.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 6.6373 }, { "name": "alignment", "value": -0.6632 }, { "name": "tau", "value": 0.2327 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.044 }, "coherence_score": 0.23270335793495178, "coherence_diagnostics": { "tau": 0.23270335793495178, "grad_tau": 0.045213524252176285, "torsion": 0.0, "alignment": -0.6632136106491089, "S_field": 0.10880140215158463, "Gamma_field": 0.4297916889190674, "S_over_Gamma": 0.253149151802063, "Da": 25.813310623168945, "E_coh": 0.3573525547981262, "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": [ [ [ -114.84, 42.08 ], [ -114.8, 42.07 ], [ -114.79, 42.06 ], [ -114.77, 42.06 ], [ -114.74, 42.03 ], [ -114.74, 42.0 ], [ -114.83, 41.91 ], [ -114.85, 41.9 ], [ -114.91, 41.9 ], [ -114.95, 41.93 ], [ -114.96, 41.95 ], [ -114.96, 41.99 ], [ -114.88, 42.07 ], [ -114.85, 42.07 ], [ -114.84, 42.08 ] ] ] }, "raw_probability": 0.044, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.044, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a955205e8bfcb146095ea6fec85b3755f8afa79c238c883a38f353f6aa638b6f" }, "receipt_sha256": "a955205e8bfcb146095ea6fec85b3755f8afa79c238c883a38f353f6aa638b6f" }, { "storm_id": "846386", "lat": 41.72, "lon": -114.8589, "motion_east": 6.2, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 680.0, "ebshear": 19.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.32, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 6.6373 }, { "name": "alignment", "value": -0.6632 }, { "name": "tau", "value": 0.2327 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.044 }, "coherence_score": 0.23270335793495178, "coherence_diagnostics": { "tau": 0.23270335793495178, "grad_tau": 0.045213524252176285, "torsion": 0.0, "alignment": -0.6632136106491089, "S_field": 0.10880140215158463, "Gamma_field": 0.4297916889190674, "S_over_Gamma": 0.253149151802063, "Da": 25.813310623168945, "E_coh": 0.3573525547981262, "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": [ [ [ -114.88, 41.75 ], [ -114.83, 41.75 ], [ -114.82, 41.74 ], [ -114.82, 41.7 ], [ -114.84, 41.68 ], [ -114.88, 41.68 ], [ -114.89, 41.69 ], [ -114.89, 41.74 ], [ -114.88, 41.75 ] ] ] }, "raw_probability": 0.044, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.044, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a955205e8bfcb146095ea6fec85b3755f8afa79c238c883a38f353f6aa638b6f" }, "receipt_sha256": "a955205e8bfcb146095ea6fec85b3755f8afa79c238c883a38f353f6aa638b6f" }, { "storm_id": "846175", "lat": 33.6278, "lon": -96.6133, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2414.0, "ebshear": 12.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 27.6373 }, { "name": "alignment", "value": 0.78 }, { "name": "tau", "value": 1.4819 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0438 }, "coherence_score": 1.4819215536117554, "coherence_diagnostics": { "tau": 1.4819215536117554, "grad_tau": 0.547806978225708, "torsion": 0.0, "alignment": 0.7799769043922424, "S_field": 0.7129610180854797, "Gamma_field": 0.4647916853427887, "S_over_Gamma": 1.5339367389678955, "Da": 28.4617977142334, "E_coh": 0.9535121917724609, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.63, 33.66 ], [ -96.58, 33.66 ], [ -96.57, 33.65 ], [ -96.58, 33.59 ], [ -96.6, 33.58 ], [ -96.64, 33.58 ], [ -96.64, 33.63 ], [ -96.65, 33.64 ], [ -96.63, 33.66 ] ] ] }, "raw_probability": 0.0438, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0438, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c4bdad4f3dde8e71f1cf68cc3f52fc0327bc453828834e7a4f60c8cf0880ae16" }, "receipt_sha256": "c4bdad4f3dde8e71f1cf68cc3f52fc0327bc453828834e7a4f60c8cf0880ae16" }, { "storm_id": "846330", "lat": 35.3625, "lon": -86.0408, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1739.0, "ebshear": 24.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 48.6373 }, { "name": "alignment", "value": -1.0358 }, { "name": "tau", "value": 3.4949 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0437 }, "coherence_score": 3.4949498176574707, "coherence_diagnostics": { "tau": 3.4949498176574707, "grad_tau": 0.3908786475658417, "torsion": 0.0, "alignment": -1.0357840061187744, "S_field": 0.9803329110145569, "Gamma_field": 0.29479166865348816, "S_over_Gamma": 3.3255109786987305, "Da": 17.472190856933594, "E_coh": 0.9460548162460327, "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": [ [ [ -86.04, 35.41 ], [ -86.01, 35.4 ], [ -86.01, 35.37 ], [ -86.0, 35.36 ], [ -86.01, 35.33 ], [ -86.03, 35.33 ], [ -86.04, 35.32 ], [ -86.09, 35.32 ], [ -86.1, 35.33 ], [ -86.06, 35.37 ], [ -86.06, 35.4 ], [ -86.04, 35.41 ] ] ] }, "raw_probability": 0.0437, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0437, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cec2fff19475055d8cdf5c570aa1be2b0fe5491efc59eb6079dc1e51682866df" }, "receipt_sha256": "cec2fff19475055d8cdf5c570aa1be2b0fe5491efc59eb6079dc1e51682866df" }, { "storm_id": "846197", "lat": 37.2163, "lon": -86.4887, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2560.0, "ebshear": 18.0, "srh01": 18.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 44.5123 }, { "name": "alignment", "value": 0.4596 }, { "name": "tau", "value": 2.5906 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0434 }, "coherence_score": 2.590595245361328, "coherence_diagnostics": { "tau": 2.590595245361328, "grad_tau": 0.4289705157279968, "torsion": 0.0, "alignment": 0.45956099033355713, "S_field": 0.5171331763267517, "Gamma_field": 0.3031250238418579, "S_over_Gamma": 1.7060061693191528, "Da": 18.588529586791992, "E_coh": 0.9739765524864197, "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": [ [ [ -86.52, 37.25 ], [ -86.49, 37.25 ], [ -86.45, 37.21 ], [ -86.45, 37.19 ], [ -86.46, 37.18 ], [ -86.5, 37.19 ], [ -86.52, 37.21 ], [ -86.52, 37.25 ] ] ] }, "raw_probability": 0.0434, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0434, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5ba41d44db7df0847f11a156f1e0f39ab79d52b8a38fa299e5f69c0afbb5354e" }, "receipt_sha256": "5ba41d44db7df0847f11a156f1e0f39ab79d52b8a38fa299e5f69c0afbb5354e" }, { "storm_id": "846321", "lat": 37.5763, "lon": -81.3563, "motion_east": 3.0, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1501.0, "ebshear": 17.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 47.5123 }, { "name": "alignment", "value": 0.7266 }, { "name": "tau", "value": 2.3257 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0434 }, "coherence_score": 2.3256986141204834, "coherence_diagnostics": { "tau": 2.3256986141204834, "grad_tau": 0.4103021025657654, "torsion": 0.0, "alignment": 0.7265727519989014, "S_field": 0.6759464740753174, "Gamma_field": 0.2472916692495346, "S_over_Gamma": 2.7333977222442627, "Da": 14.951513290405273, "E_coh": 0.9487931132316589, "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": [ [ [ -81.36, 37.61 ], [ -81.32, 37.59 ], [ -81.32, 37.55 ], [ -81.34, 37.54 ], [ -81.37, 37.54 ], [ -81.39, 37.58 ], [ -81.39, 37.59 ], [ -81.36, 37.61 ] ] ] }, "raw_probability": 0.0434, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0434, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5ba41d44db7df0847f11a156f1e0f39ab79d52b8a38fa299e5f69c0afbb5354e" }, "receipt_sha256": "5ba41d44db7df0847f11a156f1e0f39ab79d52b8a38fa299e5f69c0afbb5354e" }, { "storm_id": "846360", "lat": 41.278, "lon": -81.234, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 341.0, "ebshear": 9.0, "srh01": 8.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 29.7623 }, { "name": "alignment", "value": 4.0603 }, { "name": "tau", "value": 0.8123 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.043 }, "coherence_score": 0.8122754096984863, "coherence_diagnostics": { "tau": 0.8122754096984863, "grad_tau": 0.06827346235513687, "torsion": 0.0, "alignment": 4.060294151306152, "S_field": 0.0994744598865509, "Gamma_field": 0.273125022649765, "S_over_Gamma": 0.36420851945877075, "Da": 16.775943756103516, "E_coh": 0.3124784529209137, "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": [ [ [ -81.27, 41.31 ], [ -81.18, 41.31 ], [ -81.18, 41.23 ], [ -81.27, 41.23 ], [ -81.27, 41.31 ] ] ] }, "raw_probability": 0.043, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.043, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3c395a326c570488f6f9939718fd2b5bde1c460785969f4cee321d9901808c8c" }, "receipt_sha256": "3c395a326c570488f6f9939718fd2b5bde1c460785969f4cee321d9901808c8c" }, { "storm_id": "846214", "lat": 30.7971, "lon": -83.7329, "motion_east": 4.1, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3298.0, "ebshear": 8.0, "srh01": 10.0, "maxllaz": 0.004, "mesh": 0.19, "flash_rate": 15.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 44.8873 }, { "name": "alignment", "value": 4.6098 }, { "name": "tau", "value": 4.2314 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0429 }, "coherence_score": 4.231442451477051, "coherence_diagnostics": { "tau": 4.231442451477051, "grad_tau": 0.3181186318397522, "torsion": 0.0, "alignment": 4.6097588539123535, "S_field": 0.743239164352417, "Gamma_field": 0.3439583480358124, "S_over_Gamma": 2.1608405113220215, "Da": 20.652740478515625, "E_coh": 0.8889135718345642, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.76, 30.93 ], [ -83.68, 30.93 ], [ -83.64, 30.89 ], [ -83.64, 30.86 ], [ -83.65, 30.84 ], [ -83.7, 30.79 ], [ -83.7, 30.77 ], [ -83.73, 30.74 ], [ -83.71, 30.72 ], [ -83.71, 30.64 ], [ -83.74, 30.64 ], [ -83.76, 30.65 ], [ -83.76, 30.69 ], [ -83.8, 30.72 ], [ -83.8, 30.78 ], [ -83.79, 30.78 ], [ -83.76, 30.81 ], [ -83.76, 30.85 ], [ -83.77, 30.86 ], [ -83.77, 30.92 ], [ -83.76, 30.93 ] ] ] }, "raw_probability": 0.0429, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0429, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c0b9c66dbc5c097e9e07e5deff5858a3c12297392c82cc7b91ef3012807f15bc" }, "receipt_sha256": "c0b9c66dbc5c097e9e07e5deff5858a3c12297392c82cc7b91ef3012807f15bc" }, { "storm_id": "846323", "lat": 37.3233, "lon": -104.1522, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 173.0, "ebshear": 13.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 11.2623 }, { "name": "alignment", "value": 1.5521 }, { "name": "tau", "value": 0.4057 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0428 }, "coherence_score": 0.40568870306015015, "coherence_diagnostics": { "tau": 0.40568870306015015, "grad_tau": 0.06898271292448044, "torsion": 0.0, "alignment": 1.5521183013916016, "S_field": 0.2822331190109253, "Gamma_field": 0.39895835518836975, "S_over_Gamma": 0.7074249982833862, "Da": 23.122295379638672, "E_coh": 0.6782674789428711, "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": [ [ [ -104.17, 37.35 ], [ -104.13, 37.35 ], [ -104.12, 37.34 ], [ -104.12, 37.3 ], [ -104.13, 37.29 ], [ -104.17, 37.29 ], [ -104.18, 37.3 ], [ -104.18, 37.34 ], [ -104.17, 37.35 ] ] ] }, "raw_probability": 0.0428, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0428, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f4141cc4da172871b25207de3e9e37cba312e7c812631adb3424a20358d6ac4f" }, "receipt_sha256": "f4141cc4da172871b25207de3e9e37cba312e7c812631adb3424a20358d6ac4f" }, { "storm_id": "846245", "lat": 24.885, "lon": -99.522, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1291.0, "ebshear": 6.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.57, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 23.8873 }, { "name": "alignment", "value": -0.1261 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0427 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.48053252696990967, "torsion": 0.0, "alignment": -0.1261281967163086, "S_field": 0.29963356256484985, "Gamma_field": 0.40312501788139343, "S_over_Gamma": 0.7432770133018494, "Da": 24.13571548461914, "E_coh": 0.8104535341262817, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -99.52, 24.92 ], [ -99.5, 24.92 ], [ -99.48, 24.9 ], [ -99.48, 24.86 ], [ -99.5, 24.84 ], [ -99.55, 24.83 ], [ -99.57, 24.87 ], [ -99.55, 24.89 ], [ -99.55, 24.9 ], [ -99.52, 24.92 ] ] ] }, "raw_probability": 0.0427, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0427, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d2eb8d3764232544a9ea05ef77e8dd10f26219209c87f7715304cb01d1c38e8" }, "receipt_sha256": "7d2eb8d3764232544a9ea05ef77e8dd10f26219209c87f7715304cb01d1c38e8" }, { "storm_id": "846329", "lat": 35.995, "lon": -91.3314, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2901.0, "ebshear": 20.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.21, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 32.1373 }, { "name": "alignment", "value": 0.5091 }, { "name": "tau", "value": 2.5825 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 2.5824692249298096, "coherence_diagnostics": { "tau": 2.5824692249298096, "grad_tau": 0.5482061505317688, "torsion": 0.0, "alignment": 0.509091854095459, "S_field": 0.6163855791091919, "Gamma_field": 0.37062501907348633, "S_over_Gamma": 1.663097620010376, "Da": 22.799142837524414, "E_coh": 0.9655287861824036, "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": [ [ [ -91.35, 36.03 ], [ -91.34, 36.02 ], [ -91.33, 36.03 ], [ -91.3, 36.03 ], [ -91.29, 36.02 ], [ -91.29, 35.97 ], [ -91.3, 35.96 ], [ -91.32, 35.97 ], [ -91.33, 35.97 ], [ -91.35, 35.95 ], [ -91.37, 35.96 ], [ -91.36, 35.97 ], [ -91.36, 36.02 ], [ -91.35, 36.03 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0426, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fef2cca27b1d1d2ec5a36c9c6e6a8adbcd5b0b22588d83094eb1dff935faf75" }, "receipt_sha256": "3fef2cca27b1d1d2ec5a36c9c6e6a8adbcd5b0b22588d83094eb1dff935faf75" }, { "storm_id": "845723", "lat": 34.9755, "lon": -93.9782, "motion_east": 3.1, "motion_south": 2.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2939.0, "ebshear": 13.0, "srh01": 13.0, "maxllaz": 0.005, "mesh": 0.51, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 37.6373 }, { "name": "alignment", "value": 1.8699 }, { "name": "tau", "value": 2.9746 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0425 }, "coherence_score": 2.9746463298797607, "coherence_diagnostics": { "tau": 2.9746463298797607, "grad_tau": 0.5443049073219299, "torsion": 0.0, "alignment": 1.8698900938034058, "S_field": 1.116807222366333, "Gamma_field": 0.42645835876464844, "S_over_Gamma": 2.618795394897461, "Da": 27.56842803955078, "E_coh": 0.9869129657745361, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.0, 35.01 ], [ -93.96, 35.01 ], [ -93.95, 35.0 ], [ -93.93, 34.96 ], [ -93.93, 34.94 ], [ -93.94, 34.93 ], [ -94.0, 34.93 ], [ -94.01, 34.97 ], [ -94.02, 34.98 ], [ -94.02, 34.99 ], [ -94.0, 35.01 ] ] ] }, "raw_probability": 0.0425, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0425, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93944d35b10b04b604c55e4987d7821a7b28a9c9d2b2e025ad04e280e96d9e4f" }, "receipt_sha256": "93944d35b10b04b604c55e4987d7821a7b28a9c9d2b2e025ad04e280e96d9e4f" }, { "storm_id": "845732", "lat": 27.7127, "lon": -102.3464, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1019.0, "ebshear": 7.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 35.7623 }, { "name": "alignment", "value": 1.1635 }, { "name": "tau", "value": 0.8509 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0425 }, "coherence_score": 0.8509488701820374, "coherence_diagnostics": { "tau": 0.8509488701820374, "grad_tau": 0.07319029420614243, "torsion": 0.0, "alignment": 1.163530945777893, "S_field": 0.43755653500556946, "Gamma_field": 0.41479167342185974, "S_over_Gamma": 1.0548826456069946, "Da": 24.6240291595459, "E_coh": 0.9160428643226624, "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": [ [ [ -102.37, 27.75 ], [ -102.33, 27.75 ], [ -102.31, 27.73 ], [ -102.3, 27.71 ], [ -102.31, 27.68 ], [ -102.34, 27.68 ], [ -102.35, 27.67 ], [ -102.37, 27.68 ], [ -102.38, 27.7 ], [ -102.38, 27.74 ], [ -102.37, 27.75 ] ] ] }, "raw_probability": 0.0425, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0425, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93944d35b10b04b604c55e4987d7821a7b28a9c9d2b2e025ad04e280e96d9e4f" }, "receipt_sha256": "93944d35b10b04b604c55e4987d7821a7b28a9c9d2b2e025ad04e280e96d9e4f" }, { "storm_id": "845874", "lat": 29.9276, "lon": -92.5029, "motion_east": 0.7, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3587.0, "ebshear": 18.0, "srh01": 12.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 47.8873 }, { "name": "alignment", "value": 2.2791 }, { "name": "tau", "value": 4.0567 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0425 }, "coherence_score": 4.056690216064453, "coherence_diagnostics": { "tau": 4.056690216064453, "grad_tau": 0.6829035878181458, "torsion": 0.0, "alignment": 2.279083490371704, "S_field": 1.2552026510238647, "Gamma_field": 0.2906250059604645, "S_over_Gamma": 4.318976879119873, "Da": 18.05695152282715, "E_coh": 0.9823921918869019, "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": [ [ [ -92.55, 29.99 ], [ -92.52, 29.99 ], [ -92.48, 29.96 ], [ -92.45, 29.95 ], [ -92.4, 29.9 ], [ -92.4, 29.88 ], [ -92.41, 29.87 ], [ -92.44, 29.87 ], [ -92.45, 29.88 ], [ -92.48, 29.88 ], [ -92.49, 29.89 ], [ -92.56, 29.9 ], [ -92.58, 29.92 ], [ -92.59, 29.96 ], [ -92.61, 29.97 ], [ -92.59, 29.97 ], [ -92.55, 29.99 ] ] ] }, "raw_probability": 0.0425, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0425, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93944d35b10b04b604c55e4987d7821a7b28a9c9d2b2e025ad04e280e96d9e4f" }, "receipt_sha256": "93944d35b10b04b604c55e4987d7821a7b28a9c9d2b2e025ad04e280e96d9e4f" }, { "storm_id": "845892", "lat": 36.91, "lon": -79.5421, "motion_east": 2.6, "motion_south": 1.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1631.0, "ebshear": 23.0, "srh01": 8.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": -1.6318 }, { "name": "tau", "value": 2.3063 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0424 }, "coherence_score": 2.3062636852264404, "coherence_diagnostics": { "tau": 2.3062636852264404, "grad_tau": 0.17259272933006287, "torsion": 0.0, "alignment": -1.6318227052688599, "S_field": 0.6050117015838623, "Gamma_field": 0.3047916889190674, "S_over_Gamma": 1.9850006103515625, "Da": 18.033004760742188, "E_coh": 0.9331783056259155, "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": [ [ [ -79.46, 36.97 ], [ -79.44, 36.96 ], [ -79.43, 36.94 ], [ -79.43, 36.91 ], [ -79.44, 36.9 ], [ -79.48, 36.9 ], [ -79.52, 36.83 ], [ -79.58, 36.81 ], [ -79.62, 36.83 ], [ -79.64, 36.85 ], [ -79.64, 36.88 ], [ -79.65, 36.9 ], [ -79.64, 36.91 ], [ -79.64, 36.93 ], [ -79.61, 36.96 ], [ -79.57, 36.96 ], [ -79.54, 36.94 ], [ -79.51, 36.94 ], [ -79.46, 36.97 ] ] ] }, "raw_probability": 0.0424, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0424, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a72ceac1a35c4f0fd32aaf32e9e1168473c73d73521363b43f3fd26fab0decc8" }, "receipt_sha256": "a72ceac1a35c4f0fd32aaf32e9e1168473c73d73521363b43f3fd26fab0decc8" }, { "storm_id": "845534", "lat": 33.9433, "lon": -109.8392, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 394.0, "ebshear": 16.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.36, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 33.0123 }, { "name": "alignment", "value": -1.4222 }, { "name": "tau", "value": 0.2521 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0423 }, "coherence_score": 0.2520853579044342, "coherence_diagnostics": { "tau": 0.2520853579044342, "grad_tau": 0.04874617978930473, "torsion": 0.0, "alignment": -1.4222291707992554, "S_field": 0.0629710778594017, "Gamma_field": 0.57729172706604, "S_over_Gamma": 0.10908016562461853, "Da": 35.981346130371094, "E_coh": 0.3059230148792267, "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": [ [ [ -109.84, 33.99 ], [ -109.78, 33.98 ], [ -109.77, 33.97 ], [ -109.76, 33.93 ], [ -109.78, 33.9 ], [ -109.82, 33.88 ], [ -109.87, 33.88 ], [ -109.92, 33.92 ], [ -109.92, 33.94 ], [ -109.9, 33.97 ], [ -109.87, 33.97 ], [ -109.84, 33.99 ] ] ] }, "raw_probability": 0.0423, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0423, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bfbc5f20bb4e807d936ba218e84ec10d932eb6f2a5932078e60e1d23e31710ee" }, "receipt_sha256": "bfbc5f20bb4e807d936ba218e84ec10d932eb6f2a5932078e60e1d23e31710ee" }, { "storm_id": "846133", "lat": 37.0938, "lon": -88.1012, "motion_east": 5.1, "motion_south": 2.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2398.0, "ebshear": 13.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 42.0123 }, { "name": "alignment", "value": -0.2665 }, { "name": "tau", "value": 2.5249 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0423 }, "coherence_score": 2.52488374710083, "coherence_diagnostics": { "tau": 2.52488374710083, "grad_tau": 0.4835429787635803, "torsion": 0.0, "alignment": -0.26652997732162476, "S_field": 0.8043208122253418, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 3.105985403060913, "Da": 16.127971649169922, "E_coh": 0.9735959768295288, "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": [ [ [ -88.12, 37.12 ], [ -88.08, 37.11 ], [ -88.08, 37.09 ], [ -88.07, 37.08 ], [ -88.08, 37.06 ], [ -88.13, 37.06 ], [ -88.13, 37.11 ], [ -88.12, 37.12 ] ] ] }, "raw_probability": 0.0423, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0423, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bfbc5f20bb4e807d936ba218e84ec10d932eb6f2a5932078e60e1d23e31710ee" }, "receipt_sha256": "bfbc5f20bb4e807d936ba218e84ec10d932eb6f2a5932078e60e1d23e31710ee" }, { "storm_id": "846075", "lat": 29.7413, "lon": -92.3167, "motion_east": 3.5, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3706.0, "ebshear": 16.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 47.8873 }, { "name": "alignment", "value": 2.2791 }, { "name": "tau", "value": 4.0567 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0419 }, "coherence_score": 4.056690216064453, "coherence_diagnostics": { "tau": 4.056690216064453, "grad_tau": 0.6829035878181458, "torsion": 0.0, "alignment": 2.279083490371704, "S_field": 1.2552026510238647, "Gamma_field": 0.2906250059604645, "S_over_Gamma": 4.318976879119873, "Da": 18.05695152282715, "E_coh": 0.9823921918869019, "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": [ [ [ -92.34, 29.79 ], [ -92.29, 29.79 ], [ -92.29, 29.77 ], [ -92.27, 29.76 ], [ -92.26, 29.74 ], [ -92.26, 29.71 ], [ -92.28, 29.67 ], [ -92.33, 29.67 ], [ -92.34, 29.68 ], [ -92.36, 29.72 ], [ -92.36, 29.73 ], [ -92.34, 29.75 ], [ -92.34, 29.77 ], [ -92.35, 29.78 ], [ -92.34, 29.79 ] ] ] }, "raw_probability": 0.0419, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0419, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8a5293c7f9097488271fdf7ae3de70016bb989a0b59c674a7cb5b8f3d0376bd5" }, "receipt_sha256": "8a5293c7f9097488271fdf7ae3de70016bb989a0b59c674a7cb5b8f3d0376bd5" }, { "storm_id": "846189", "lat": 40.831, "lon": -105.291, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 427.0, "ebshear": 13.0, "srh01": 10.0, "maxllaz": 0.005, "mesh": 0.32, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 15.2623 }, { "name": "alignment", "value": 1.9316 }, { "name": "tau", "value": 0.4828 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0419 }, "coherence_score": 0.48275601863861084, "coherence_diagnostics": { "tau": 0.48275601863861084, "grad_tau": 0.05596531182527542, "torsion": 0.0, "alignment": 1.9315664768218994, "S_field": 0.4109029471874237, "Gamma_field": 0.6681249737739563, "S_over_Gamma": 0.6150091290473938, "Da": 39.30125045776367, "E_coh": 0.7497384548187256, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.31, 40.87 ], [ -105.27, 40.87 ], [ -105.25, 40.85 ], [ -105.25, 40.81 ], [ -105.26, 40.8 ], [ -105.28, 40.79 ], [ -105.32, 40.79 ], [ -105.33, 40.8 ], [ -105.33, 40.86 ], [ -105.31, 40.87 ] ] ] }, "raw_probability": 0.0419, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0419, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8a5293c7f9097488271fdf7ae3de70016bb989a0b59c674a7cb5b8f3d0376bd5" }, "receipt_sha256": "8a5293c7f9097488271fdf7ae3de70016bb989a0b59c674a7cb5b8f3d0376bd5" }, { "storm_id": "846369", "lat": 34.7512, "lon": -107.7712, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 326.0, "ebshear": 10.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 19.7623 }, { "name": "alignment", "value": -0.7443 }, { "name": "tau", "value": 0.2394 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0419 }, "coherence_score": 0.2394128441810608, "coherence_diagnostics": { "tau": 0.2394128441810608, "grad_tau": 0.03555011749267578, "torsion": 0.0, "alignment": -0.7443107962608337, "S_field": 0.14845113456249237, "Gamma_field": 0.62479168176651, "S_over_Gamma": 0.23760101199150085, "Da": 37.921043395996094, "E_coh": 0.9215466380119324, "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": [ [ [ -107.78, 34.78 ], [ -107.75, 34.78 ], [ -107.74, 34.76 ], [ -107.74, 34.71 ], [ -107.78, 34.71 ], [ -107.8, 34.73 ], [ -107.8, 34.76 ], [ -107.78, 34.78 ] ] ] }, "raw_probability": 0.0419, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0419, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8a5293c7f9097488271fdf7ae3de70016bb989a0b59c674a7cb5b8f3d0376bd5" }, "receipt_sha256": "8a5293c7f9097488271fdf7ae3de70016bb989a0b59c674a7cb5b8f3d0376bd5" }, { "storm_id": "845766", "lat": 40.6825, "lon": -111.3713, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 466.0, "ebshear": 8.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.34, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 14.0123 }, { "name": "alignment", "value": 3.9023 }, { "name": "tau", "value": 0.2496 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0418 }, "coherence_score": 0.2496432662010193, "coherence_diagnostics": { "tau": 0.2496432662010193, "grad_tau": 0.034939270466566086, "torsion": 0.0, "alignment": 3.902250051498413, "S_field": 0.17223712801933289, "Gamma_field": 0.7972916960716248, "S_over_Gamma": 0.21602775156497955, "Da": 48.359535217285156, "E_coh": 0.7930299639701843, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.36, 40.72 ], [ -111.33, 40.69 ], [ -111.34, 40.65 ], [ -111.37, 40.63 ], [ -111.41, 40.66 ], [ -111.4, 40.68 ], [ -111.4, 40.71 ], [ -111.36, 40.72 ] ] ] }, "raw_probability": 0.0418, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9cf58c9985a75db3c21003fbc99c1137c9c4ae1327579608534546ef661906e5", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0418, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "299cfdccbb23d5d489a83d96df523bc8dfdc4a306377243412f3a22a946ff2e7" }, "receipt_sha256": "299cfdccbb23d5d489a83d96df523bc8dfdc4a306377243412f3a22a946ff2e7" }, { "storm_id": "845415", "lat": 36.6267, "lon": -79.5596, "motion_east": 2.3, "motion_south": 3.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2045.0, "ebshear": 25.0, "srh01": 13.0, "maxllaz": 0.01, "mesh": 0.55, "flash_rate": 32.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 41.8873 }, { "name": "alignment", "value": -1.6318 }, { "name": "tau", "value": 2.3063 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.0417 }, "coherence_score": 2.3062636852264404, "coherence_diagnostics": { "tau": 2.3062636852264404, "grad_tau": 0.17259272933006287, "torsion": 0.0, "alignment": -1.6318227052688599, "S_field": 0.6050117015838623, "Gamma_field": 0.3047916889190674, "S_over_Gamma": 1.9850006103515625, "Da": 18.033004760742188, "E_coh": 0.9331783056259155, "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": [ [ [ -79.56, 36.73 ], [ -79.54, 36.72 ], [ -79.49, 36.72 ], [ -79.48, 36.73 ], [ -79.4, 36.73 ], [ -79.39, 36.72 ], [ -79.39, 36.67 ], [ -79.43, 36.65 ], [ -79.48, 36.65 ], [ -79.54, 36.62 ], [ -79.58, 36.58 ], [ -79.59, 36.54 ], [ -79.6, 36.53 ], [ -79.59, 36.52 ], [ -79.62, 36.52 ], [ -79.63, 36.51 ], [ -79.64, 36.52 ], [ -79.67, 36.52 ], [ -79.69, 36.53 ], [ -79.7, 36.55 ], [ -79.7, 36.61 ], [ -79.59, 36.72 ], [ -79.57, 36.72 ], [ -79.56, 36.73 ] ] ] }, "raw_probability": 0.0417, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0417, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fdcb1ba7ef29efc782081658a8335cef5948e1329ac4eb5bf3040ae277f8364f" }, "receipt_sha256": "fdcb1ba7ef29efc782081658a8335cef5948e1329ac4eb5bf3040ae277f8364f" }, { "storm_id": "846373", "lat": 29.6338, "lon": -102.6608, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 846.0, "ebshear": 13.0, "srh01": 1.0, "maxllaz": 0.0, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 24.7623 }, { "name": "alignment", "value": -1.3765 }, { "name": "tau", "value": 0.4284 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0417 }, "coherence_score": 0.42837539315223694, "coherence_diagnostics": { "tau": 0.42837539315223694, "grad_tau": 0.14542396366596222, "torsion": 0.0, "alignment": -1.3764957189559937, "S_field": 0.10295020043849945, "Gamma_field": 0.9672917127609253, "S_over_Gamma": 0.10643138736486435, "Da": 56.223228454589844, "E_coh": 0.3594963550567627, "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": [ [ [ -102.68, 29.69 ], [ -102.6, 29.69 ], [ -102.6, 29.62 ], [ -102.61, 29.6 ], [ -102.63, 29.59 ], [ -102.68, 29.59 ], [ -102.69, 29.58 ], [ -102.69, 29.6 ], [ -102.68, 29.61 ], [ -102.68, 29.65 ], [ -102.69, 29.66 ], [ -102.68, 29.67 ], [ -102.68, 29.69 ] ] ] }, "raw_probability": 0.0417, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0417, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fdcb1ba7ef29efc782081658a8335cef5948e1329ac4eb5bf3040ae277f8364f" }, "receipt_sha256": "fdcb1ba7ef29efc782081658a8335cef5948e1329ac4eb5bf3040ae277f8364f" }, { "storm_id": "845474", "lat": 43.937, "lon": -106.399, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 878.0, "ebshear": 30.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.8, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 10.1373 }, { "name": "alignment", "value": 0.1782 }, { "name": "tau", "value": 0.3981 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0416 }, "coherence_score": 0.3981171250343323, "coherence_diagnostics": { "tau": 0.3981171250343323, "grad_tau": 0.0959767997264862, "torsion": 0.0, "alignment": 0.17818906903266907, "S_field": 0.0983983650803566, "Gamma_field": 0.5947917103767395, "S_over_Gamma": 0.16543331742286682, "Da": 36.196407318115234, "E_coh": 0.005312734749168158, "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": [ [ [ -106.43, 44.0 ], [ -106.39, 44.0 ], [ -106.33, 43.93 ], [ -106.33, 43.9 ], [ -106.36, 43.87 ], [ -106.39, 43.87 ], [ -106.44, 43.9 ], [ -106.44, 43.94 ], [ -106.45, 43.96 ], [ -106.43, 44.0 ] ] ] }, "raw_probability": 0.0416, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0416, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "101f3c8df2c19a32de765a9be8af3d6fd354ab04acaaa18261855ef5ff469a1e" }, "receipt_sha256": "101f3c8df2c19a32de765a9be8af3d6fd354ab04acaaa18261855ef5ff469a1e" }, { "storm_id": "846288", "lat": 43.852, "lon": -106.546, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 752.0, "ebshear": 29.0, "srh01": 22.0, "maxllaz": 0.004, "mesh": 0.87, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 10.1373 }, { "name": "alignment", "value": 0.1782 }, { "name": "tau", "value": 0.3981 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0416 }, "coherence_score": 0.3981171250343323, "coherence_diagnostics": { "tau": 0.3981171250343323, "grad_tau": 0.0959767997264862, "torsion": 0.0, "alignment": 0.17818906903266907, "S_field": 0.0983983650803566, "Gamma_field": 0.5947917103767395, "S_over_Gamma": 0.16543331742286682, "Da": 36.196407318115234, "E_coh": 0.005312734749168158, "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": [ [ [ -106.57, 43.9 ], [ -106.52, 43.89 ], [ -106.5, 43.87 ], [ -106.5, 43.82 ], [ -106.51, 43.81 ], [ -106.54, 43.81 ], [ -106.55, 43.8 ], [ -106.6, 43.84 ], [ -106.6, 43.88 ], [ -106.57, 43.9 ] ] ] }, "raw_probability": 0.0416, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0416, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "101f3c8df2c19a32de765a9be8af3d6fd354ab04acaaa18261855ef5ff469a1e" }, "receipt_sha256": "101f3c8df2c19a32de765a9be8af3d6fd354ab04acaaa18261855ef5ff469a1e" }, { "storm_id": "846387", "lat": 41.515, "lon": -107.9925, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 792.0, "ebshear": 24.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.31, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 17.5123 }, { "name": "alignment", "value": 0.8447 }, { "name": "tau", "value": 0.3603 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0416 }, "coherence_score": 0.3602796792984009, "coherence_diagnostics": { "tau": 0.3602796792984009, "grad_tau": 0.029631340876221657, "torsion": 0.0, "alignment": 0.8446645140647888, "S_field": 0.33227771520614624, "Gamma_field": 1.1156249046325684, "S_over_Gamma": 0.2978399991989136, "Da": 65.66488647460938, "E_coh": 0.785777747631073, "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": [ [ [ -107.98, 41.55 ], [ -107.97, 41.54 ], [ -107.97, 41.49 ], [ -107.99, 41.48 ], [ -108.01, 41.48 ], [ -108.02, 41.49 ], [ -108.02, 41.54 ], [ -107.98, 41.55 ] ] ] }, "raw_probability": 0.0416, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0416, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "101f3c8df2c19a32de765a9be8af3d6fd354ab04acaaa18261855ef5ff469a1e" }, "receipt_sha256": "101f3c8df2c19a32de765a9be8af3d6fd354ab04acaaa18261855ef5ff469a1e" }, { "storm_id": "845141", "lat": 38.115, "lon": -87.1383, "motion_east": 0.0, "motion_south": 2.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2717.0, "ebshear": 9.0, "srh01": 13.0, "maxllaz": 0.004, "mesh": 0.32, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 40.2623 }, { "name": "alignment", "value": -1.2651 }, { "name": "tau", "value": 1.8975 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0415 }, "coherence_score": 1.8975399732589722, "coherence_diagnostics": { "tau": 1.8975399732589722, "grad_tau": 0.3201817572116852, "torsion": 0.0, "alignment": -1.2650868892669678, "S_field": 0.6552591323852539, "Gamma_field": 0.28562501072883606, "S_over_Gamma": 2.294123888015747, "Da": 17.71082305908203, "E_coh": 0.9642259478569031, "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": [ [ [ -87.13, 38.15 ], [ -87.11, 38.15 ], [ -87.1, 38.14 ], [ -87.09, 38.12 ], [ -87.1, 38.09 ], [ -87.14, 38.06 ], [ -87.18, 38.06 ], [ -87.19, 38.07 ], [ -87.19, 38.11 ], [ -87.16, 38.14 ], [ -87.14, 38.14 ], [ -87.13, 38.15 ] ] ] }, "raw_probability": 0.0415, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0415, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dbdcb8c19a43fffc4e5385c110a5b41f70e6aa540860debd8430b5dc679c1637" }, "receipt_sha256": "dbdcb8c19a43fffc4e5385c110a5b41f70e6aa540860debd8430b5dc679c1637" }, { "storm_id": "845724", "lat": 34.4869, "lon": -110.9123, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 552.0, "ebshear": 10.0, "srh01": 11.0, "maxllaz": 0.004, "mesh": 0.57, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 26.5123 }, { "name": "alignment", "value": -1.2925 }, { "name": "tau", "value": 0.136 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0415 }, "coherence_score": 0.13598261773586273, "coherence_diagnostics": { "tau": 0.13598261773586273, "grad_tau": 0.018123412504792213, "torsion": 0.0, "alignment": -1.292456865310669, "S_field": 0.11981186270713806, "Gamma_field": 2.197291612625122, "S_over_Gamma": 0.05452706664800644, "Da": 139.67465209960938, "E_coh": 0.39528539776802063, "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": [ [ [ -110.94, 34.57 ], [ -110.92, 34.57 ], [ -110.9, 34.55 ], [ -110.9, 34.5 ], [ -110.85, 34.45 ], [ -110.85, 34.41 ], [ -110.86, 34.4 ], [ -110.9, 34.4 ], [ -110.92, 34.42 ], [ -110.92, 34.45 ], [ -110.98, 34.5 ], [ -110.98, 34.54 ], [ -110.94, 34.57 ] ] ] }, "raw_probability": 0.0415, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0415, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dbdcb8c19a43fffc4e5385c110a5b41f70e6aa540860debd8430b5dc679c1637" }, "receipt_sha256": "dbdcb8c19a43fffc4e5385c110a5b41f70e6aa540860debd8430b5dc679c1637" }, { "storm_id": "845530", "lat": 36.9331, "lon": -88.0006, "motion_east": 5.6, "motion_south": 2.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2303.0, "ebshear": 14.0, "srh01": 16.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 42.0123 }, { "name": "alignment", "value": -0.2665 }, { "name": "tau", "value": 2.5249 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0413 }, "coherence_score": 2.52488374710083, "coherence_diagnostics": { "tau": 2.52488374710083, "grad_tau": 0.4835429787635803, "torsion": 0.0, "alignment": -0.26652997732162476, "S_field": 0.8043208122253418, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 3.105985403060913, "Da": 16.127971649169922, "E_coh": 0.9735959768295288, "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": [ [ [ -88.04, 37.0 ], [ -88.01, 37.0 ], [ -88.0, 36.99 ], [ -88.0, 36.96 ], [ -87.98, 36.94 ], [ -87.98, 36.93 ], [ -87.96, 36.92 ], [ -87.95, 36.9 ], [ -87.95, 36.87 ], [ -87.96, 36.86 ], [ -88.0, 36.86 ], [ -88.01, 36.87 ], [ -88.01, 36.9 ], [ -88.06, 36.95 ], [ -88.06, 36.98 ], [ -88.04, 37.0 ] ] ] }, "raw_probability": 0.0413, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0413, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c12c7e2c18782b5cad0f491a096d77244406759650ec472e6d89ba69cbea3d8d" }, "receipt_sha256": "c12c7e2c18782b5cad0f491a096d77244406759650ec472e6d89ba69cbea3d8d" }, { "storm_id": "846374", "lat": 28.6469, "lon": -97.4762, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3235.0, "ebshear": 6.0, "srh01": 4.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 38.1373 }, { "name": "alignment", "value": 0.2724 }, { "name": "tau", "value": 1.9285 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0413 }, "coherence_score": 1.928483247756958, "coherence_diagnostics": { "tau": 1.928483247756958, "grad_tau": 0.23600304126739502, "torsion": 0.0, "alignment": 0.2723933458328247, "S_field": 0.5640235543251038, "Gamma_field": 0.36645835638046265, "S_over_Gamma": 1.5391204357147217, "Da": 21.23581314086914, "E_coh": 0.9260554909706116, "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": [ [ [ -97.49, 28.7 ], [ -97.48, 28.7 ], [ -97.48, 28.68 ], [ -97.46, 28.67 ], [ -97.46, 28.65 ], [ -97.44, 28.63 ], [ -97.47, 28.61 ], [ -97.45, 28.59 ], [ -97.49, 28.59 ], [ -97.49, 28.62 ], [ -97.5, 28.63 ], [ -97.49, 28.64 ], [ -97.49, 28.7 ] ] ] }, "raw_probability": 0.0413, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0413, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c12c7e2c18782b5cad0f491a096d77244406759650ec472e6d89ba69cbea3d8d" }, "receipt_sha256": "c12c7e2c18782b5cad0f491a096d77244406759650ec472e6d89ba69cbea3d8d" }, { "storm_id": "846318", "lat": 38.206, "lon": -87.303, "motion_east": 0.0, "motion_south": 2.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2380.0, "ebshear": 10.0, "srh01": 2.0, "maxllaz": 0.003, "mesh": 0.22, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 40.2623 }, { "name": "alignment", "value": -1.2651 }, { "name": "tau", "value": 1.8975 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0411 }, "coherence_score": 1.8975399732589722, "coherence_diagnostics": { "tau": 1.8975399732589722, "grad_tau": 0.3201817572116852, "torsion": 0.0, "alignment": -1.2650868892669678, "S_field": 0.6552591323852539, "Gamma_field": 0.28562501072883606, "S_over_Gamma": 2.294123888015747, "Da": 17.71082305908203, "E_coh": 0.9642259478569031, "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": [ [ [ -87.33, 38.26 ], [ -87.31, 38.26 ], [ -87.25, 38.19 ], [ -87.25, 38.16 ], [ -87.26, 38.15 ], [ -87.28, 38.17 ], [ -87.32, 38.17 ], [ -87.35, 38.2 ], [ -87.35, 38.24 ], [ -87.33, 38.26 ] ] ] }, "raw_probability": 0.0411, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0411, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c0946a26a997f4e92ff006a029ec69e7445afc4cd79963d3789ee54f69571ad3" }, "receipt_sha256": "c0946a26a997f4e92ff006a029ec69e7445afc4cd79963d3789ee54f69571ad3" }, { "storm_id": "844857", "lat": 37.1431, "lon": -87.77, "motion_east": 5.9, "motion_south": 3.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2265.0, "ebshear": 14.0, "srh01": 17.0, "maxllaz": 0.004, "mesh": 0.3, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 42.0123 }, { "name": "alignment", "value": -0.2665 }, { "name": "tau", "value": 2.5249 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.041 }, "coherence_score": 2.52488374710083, "coherence_diagnostics": { "tau": 2.52488374710083, "grad_tau": 0.4835429787635803, "torsion": 0.0, "alignment": -0.26652997732162476, "S_field": 0.8043208122253418, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 3.105985403060913, "Da": 16.127971649169922, "E_coh": 0.9735959768295288, "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": [ [ [ -87.77, 37.24 ], [ -87.74, 37.24 ], [ -87.7, 37.21 ], [ -87.69, 37.19 ], [ -87.69, 37.13 ], [ -87.71, 37.1 ], [ -87.72, 37.06 ], [ -87.75, 37.03 ], [ -87.8, 37.03 ], [ -87.83, 37.06 ], [ -87.83, 37.11 ], [ -87.84, 37.13 ], [ -87.83, 37.14 ], [ -87.83, 37.18 ], [ -87.82, 37.2 ], [ -87.77, 37.24 ] ] ] }, "raw_probability": 0.041, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.041, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03d6ce46946e05f954a223eafdf0fba967a0840be19542bd01f479006f42d0b5" }, "receipt_sha256": "03d6ce46946e05f954a223eafdf0fba967a0840be19542bd01f479006f42d0b5" }, { "storm_id": "846325", "lat": 36.7936, "lon": -87.75, "motion_east": 5.6, "motion_south": 2.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2331.0, "ebshear": 16.0, "srh01": 16.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 42.0123 }, { "name": "alignment", "value": -0.2665 }, { "name": "tau", "value": 2.5249 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.041 }, "coherence_score": 2.52488374710083, "coherence_diagnostics": { "tau": 2.52488374710083, "grad_tau": 0.4835429787635803, "torsion": 0.0, "alignment": -0.26652997732162476, "S_field": 0.8043208122253418, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 3.105985403060913, "Da": 16.127971649169922, "E_coh": 0.9735959768295288, "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": [ [ [ -87.76, 36.85 ], [ -87.75, 36.84 ], [ -87.7, 36.84 ], [ -87.69, 36.83 ], [ -87.69, 36.78 ], [ -87.68, 36.77 ], [ -87.69, 36.76 ], [ -87.77, 36.76 ], [ -87.8, 36.73 ], [ -87.81, 36.73 ], [ -87.81, 36.76 ], [ -87.79, 36.79 ], [ -87.8, 36.82 ], [ -87.76, 36.85 ] ] ] }, "raw_probability": 0.041, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.041, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03d6ce46946e05f954a223eafdf0fba967a0840be19542bd01f479006f42d0b5" }, "receipt_sha256": "03d6ce46946e05f954a223eafdf0fba967a0840be19542bd01f479006f42d0b5" }, { "storm_id": "845768", "lat": 39.7843, "lon": -107.9764, "motion_east": 4.3, "motion_south": 2.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 747.0, "ebshear": 10.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.54, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 12.1373 }, { "name": "alignment", "value": 4.4731 }, { "name": "tau", "value": 0.2948 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0409 }, "coherence_score": 0.2947741150856018, "coherence_diagnostics": { "tau": 0.2947741150856018, "grad_tau": 0.055248063057661057, "torsion": 0.0, "alignment": 4.473143577575684, "S_field": 0.14771568775177002, "Gamma_field": 1.0572916269302368, "S_over_Gamma": 0.139711394906044, "Da": 61.747249603271484, "E_coh": 0.149624764919281, "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": [ [ [ -107.94, 39.85 ], [ -107.9, 39.85 ], [ -107.87, 39.81 ], [ -107.88, 39.77 ], [ -107.9, 39.75 ], [ -107.96, 39.74 ], [ -107.99, 39.72 ], [ -108.05, 39.72 ], [ -108.07, 39.73 ], [ -108.08, 39.75 ], [ -108.08, 39.78 ], [ -108.03, 39.83 ], [ -107.98, 39.83 ], [ -107.94, 39.85 ] ] ] }, "raw_probability": 0.0409, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0409, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d95dd9cba88e52eac8d29d01644218bffff7469172e3bd3b7b3831856eee671a" }, "receipt_sha256": "d95dd9cba88e52eac8d29d01644218bffff7469172e3bd3b7b3831856eee671a" }, { "storm_id": "846363", "lat": 38.2315, "lon": -88.9385, "motion_east": 2.3, "motion_south": 4.6, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2104.0, "ebshear": 11.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.48, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 26.3873 }, { "name": "alignment", "value": 0.9734 }, { "name": "tau", "value": 1.5766 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0409 }, "coherence_score": 1.5766266584396362, "coherence_diagnostics": { "tau": 1.5766266584396362, "grad_tau": 0.27879083156585693, "torsion": 0.0, "alignment": 0.9734339714050293, "S_field": 0.05421316996216774, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 0.17594537138938904, "Da": 18.597259521484375, "E_coh": 0.3820362091064453, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.99, 38.29 ], [ -88.95, 38.29 ], [ -88.91, 38.26 ], [ -88.87, 38.25 ], [ -88.87, 38.2 ], [ -88.89, 38.18 ], [ -88.91, 38.18 ], [ -88.92, 38.19 ], [ -88.93, 38.18 ], [ -88.95, 38.19 ], [ -89.01, 38.24 ], [ -89.01, 38.27 ], [ -88.99, 38.29 ] ] ] }, "raw_probability": 0.0409, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0409, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d95dd9cba88e52eac8d29d01644218bffff7469172e3bd3b7b3831856eee671a" }, "receipt_sha256": "d95dd9cba88e52eac8d29d01644218bffff7469172e3bd3b7b3831856eee671a" }, { "storm_id": "846196", "lat": 37.6029, "lon": -81.8371, "motion_east": 4.1, "motion_south": 2.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1807.0, "ebshear": 20.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 46.3873 }, { "name": "alignment", "value": -0.1254 }, { "name": "tau", "value": 2.2397 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0408 }, "coherence_score": 2.2396626472473145, "coherence_diagnostics": { "tau": 2.2396626472473145, "grad_tau": 0.45697492361068726, "torsion": 0.0, "alignment": -0.12540486454963684, "S_field": 0.3712290823459625, "Gamma_field": 0.2864583432674408, "S_over_Gamma": 1.2959269285202026, "Da": 17.517993927001953, "E_coh": 0.888795793056488, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.87, 37.63 ], [ -81.82, 37.63 ], [ -81.8, 37.61 ], [ -81.81, 37.58 ], [ -81.82, 37.57 ], [ -81.87, 37.57 ], [ -81.87, 37.63 ] ] ] }, "raw_probability": 0.0408, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0408, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f864cda92fdad82ce3b4f65bab0f5aec157ccf03a5a3cbfef82755e7b53039cc" }, "receipt_sha256": "f864cda92fdad82ce3b4f65bab0f5aec157ccf03a5a3cbfef82755e7b53039cc" }, { "storm_id": "845894", "lat": 33.4505, "lon": -109.631, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 349.0, "ebshear": 12.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.27, "flash_rate": 19.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 36.1373 }, { "name": "alignment", "value": -0.1207 }, { "name": "tau", "value": 0.311 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0407 }, "coherence_score": 0.31101006269454956, "coherence_diagnostics": { "tau": 0.31101006269454956, "grad_tau": 0.12103097885847092, "torsion": 0.0, "alignment": -0.12070056796073914, "S_field": 0.19449087977409363, "Gamma_field": 1.1906249523162842, "S_over_Gamma": 0.16335192322731018, "Da": 73.61883544921875, "E_coh": 0.7723507881164551, "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": [ [ [ -109.71, 33.53 ], [ -109.68, 33.53 ], [ -109.63, 33.5 ], [ -109.61, 33.5 ], [ -109.6, 33.49 ], [ -109.55, 33.49 ], [ -109.54, 33.48 ], [ -109.52, 33.44 ], [ -109.52, 33.41 ], [ -109.53, 33.4 ], [ -109.53, 33.38 ], [ -109.57, 33.34 ], [ -109.63, 33.34 ], [ -109.68, 33.38 ], [ -109.69, 33.38 ], [ -109.71, 33.42 ], [ -109.74, 33.45 ], [ -109.74, 33.5 ], [ -109.73, 33.52 ], [ -109.71, 33.53 ] ] ] }, "raw_probability": 0.0407, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0407, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0ac8f6efca27539e5e34abacf729eebb060985cf98993f3881077c9248af585a" }, "receipt_sha256": "0ac8f6efca27539e5e34abacf729eebb060985cf98993f3881077c9248af585a" }, { "storm_id": "845633", "lat": 38.1557, "lon": -103.57, "motion_east": 5.7, "motion_south": 4.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 911.0, "ebshear": 25.0, "srh01": 7.0, "maxllaz": 0.004, "mesh": 1.72, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 13.1373 }, { "name": "alignment", "value": -0.1435 }, { "name": "tau", "value": 0.4523 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0406 }, "coherence_score": 0.45234280824661255, "coherence_diagnostics": { "tau": 0.45234280824661255, "grad_tau": 0.06573658436536789, "torsion": 0.0, "alignment": -0.1435244083404541, "S_field": 0.2129678875207901, "Gamma_field": 0.6422917246818542, "S_over_Gamma": 0.3315750062465668, "Da": 37.57969665527344, "E_coh": 0.7370940446853638, "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": [ [ [ -103.58, 38.19 ], [ -103.5, 38.19 ], [ -103.48, 38.18 ], [ -103.46, 38.16 ], [ -103.47, 38.15 ], [ -103.47, 38.12 ], [ -103.51, 38.09 ], [ -103.66, 38.1 ], [ -103.68, 38.12 ], [ -103.68, 38.16 ], [ -103.67, 38.17 ], [ -103.65, 38.18 ], [ -103.59, 38.18 ], [ -103.58, 38.19 ] ] ] }, "raw_probability": 0.0406, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0406, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "331790ecb6e02ff49a5ef01a0230875ca9952ec6160b1983f0f1bd1ade81bd89" }, "receipt_sha256": "331790ecb6e02ff49a5ef01a0230875ca9952ec6160b1983f0f1bd1ade81bd89" }, { "storm_id": "845126", "lat": 36.4978, "lon": -86.3757, "motion_east": 2.0, "motion_south": 3.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1935.0, "ebshear": 22.0, "srh01": 9.0, "maxllaz": 0.007, "mesh": 0.34, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 45.8873 }, { "name": "alignment", "value": -0.2089 }, { "name": "tau", "value": 3.1103 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 3.1103410720825195, "coherence_diagnostics": { "tau": 3.1103410720825195, "grad_tau": 0.39270851016044617, "torsion": 0.0, "alignment": -0.20889601111412048, "S_field": 0.7996104955673218, "Gamma_field": 0.2772916853427887, "S_over_Gamma": 2.883643865585327, "Da": 16.337871551513672, "E_coh": 0.9872245192527771, "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": [ [ [ -86.36, 36.58 ], [ -86.33, 36.58 ], [ -86.3, 36.55 ], [ -86.3, 36.53 ], [ -86.29, 36.52 ], [ -86.3, 36.5 ], [ -86.31, 36.5 ], [ -86.33, 36.48 ], [ -86.33, 36.47 ], [ -86.34, 36.47 ], [ -86.36, 36.45 ], [ -86.36, 36.44 ], [ -86.4, 36.43 ], [ -86.43, 36.4 ], [ -86.47, 36.4 ], [ -86.46, 36.41 ], [ -86.47, 36.43 ], [ -86.47, 36.51 ], [ -86.46, 36.53 ], [ -86.44, 36.55 ], [ -86.4, 36.57 ], [ -86.37, 36.57 ], [ -86.36, 36.58 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0405, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "893a4ade2ec5415e15405c635ec58f4096f682cad88e692442c622914caf1745" }, "receipt_sha256": "893a4ade2ec5415e15405c635ec58f4096f682cad88e692442c622914caf1745" }, { "storm_id": "846064", "lat": 37.3807, "lon": -81.8793, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1412.0, "ebshear": 22.0, "srh01": 24.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 46.3873 }, { "name": "alignment", "value": -0.1254 }, { "name": "tau", "value": 2.2397 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 2.2396626472473145, "coherence_diagnostics": { "tau": 2.2396626472473145, "grad_tau": 0.45697492361068726, "torsion": 0.0, "alignment": -0.12540486454963684, "S_field": 0.3712290823459625, "Gamma_field": 0.2864583432674408, "S_over_Gamma": 1.2959269285202026, "Da": 17.517993927001953, "E_coh": 0.888795793056488, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.89, 37.44 ], [ -81.84, 37.44 ], [ -81.83, 37.43 ], [ -81.83, 37.41 ], [ -81.84, 37.4 ], [ -81.84, 37.35 ], [ -81.85, 37.34 ], [ -81.87, 37.33 ], [ -81.9, 37.33 ], [ -81.91, 37.34 ], [ -81.93, 37.34 ], [ -81.95, 37.37 ], [ -81.94, 37.37 ], [ -81.89, 37.44 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0405, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "893a4ade2ec5415e15405c635ec58f4096f682cad88e692442c622914caf1745" }, "receipt_sha256": "893a4ade2ec5415e15405c635ec58f4096f682cad88e692442c622914caf1745" }, { "storm_id": "845943", "lat": 38.5391, "lon": -88.4745, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1790.0, "ebshear": 6.0, "srh01": 15.0, "maxllaz": 0.002, "mesh": 0.23, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 26.3873 }, { "name": "alignment", "value": 0.9734 }, { "name": "tau", "value": 1.5766 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0404 }, "coherence_score": 1.5766266584396362, "coherence_diagnostics": { "tau": 1.5766266584396362, "grad_tau": 0.27879083156585693, "torsion": 0.0, "alignment": 0.9734339714050293, "S_field": 0.05421316996216774, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 0.17594537138938904, "Da": 18.597259521484375, "E_coh": 0.3820362091064453, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.49, 38.58 ], [ -88.43, 38.58 ], [ -88.43, 38.54 ], [ -88.42, 38.52 ], [ -88.45, 38.5 ], [ -88.49, 38.5 ], [ -88.5, 38.51 ], [ -88.52, 38.51 ], [ -88.5, 38.54 ], [ -88.5, 38.57 ], [ -88.49, 38.58 ] ] ] }, "raw_probability": 0.0404, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0404, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "16c38b88f553a4972b15582118182fcc81a2665d90e01b6a6a54020812c1fd77" }, "receipt_sha256": "16c38b88f553a4972b15582118182fcc81a2665d90e01b6a6a54020812c1fd77" }, { "storm_id": "846059", "lat": 41.3433, "lon": -110.1554, "motion_east": 5.3, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 610.0, "ebshear": 17.0, "srh01": 19.0, "maxllaz": 0.003, "mesh": 0.31, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 15.7623 }, { "name": "alignment", "value": 1.634 }, { "name": "tau", "value": 0.3065 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0404 }, "coherence_score": 0.3064998984336853, "coherence_diagnostics": { "tau": 0.3064998984336853, "grad_tau": 0.03648032248020172, "torsion": 0.0, "alignment": 1.633993148803711, "S_field": 0.26794323325157166, "Gamma_field": 0.7322916388511658, "S_over_Gamma": 0.36589688062667847, "Da": 47.29255294799805, "E_coh": 0.8277051448822021, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.14, 41.45 ], [ -110.1, 41.45 ], [ -110.08, 41.43 ], [ -110.07, 41.39 ], [ -110.06, 41.38 ], [ -110.05, 41.31 ], [ -110.07, 41.3 ], [ -110.13, 41.3 ], [ -110.15, 41.31 ], [ -110.17, 41.29 ], [ -110.17, 41.27 ], [ -110.18, 41.26 ], [ -110.22, 41.25 ], [ -110.24, 41.27 ], [ -110.24, 41.28 ], [ -110.2, 41.29 ], [ -110.19, 41.3 ], [ -110.19, 41.34 ], [ -110.2, 41.35 ], [ -110.19, 41.36 ], [ -110.19, 41.39 ], [ -110.18, 41.4 ], [ -110.18, 41.42 ], [ -110.14, 41.45 ] ] ] }, "raw_probability": 0.0404, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0404, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "16c38b88f553a4972b15582118182fcc81a2665d90e01b6a6a54020812c1fd77" }, "receipt_sha256": "16c38b88f553a4972b15582118182fcc81a2665d90e01b6a6a54020812c1fd77" }, { "storm_id": "846122", "lat": 41.4175, "lon": -110.3612, "motion_east": 5.6, "motion_south": 1.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 624.0, "ebshear": 15.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.46, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 15.7623 }, { "name": "alignment", "value": 1.634 }, { "name": "tau", "value": 0.3065 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0404 }, "coherence_score": 0.3064998984336853, "coherence_diagnostics": { "tau": 0.3064998984336853, "grad_tau": 0.03648032248020172, "torsion": 0.0, "alignment": 1.633993148803711, "S_field": 0.26794323325157166, "Gamma_field": 0.7322916388511658, "S_over_Gamma": 0.36589688062667847, "Da": 47.29255294799805, "E_coh": 0.8277051448822021, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.4, 41.48 ], [ -110.3, 41.48 ], [ -110.27, 41.45 ], [ -110.27, 41.43 ], [ -110.26, 41.42 ], [ -110.27, 41.38 ], [ -110.31, 41.34 ], [ -110.36, 41.34 ], [ -110.37, 41.35 ], [ -110.39, 41.35 ], [ -110.44, 41.39 ], [ -110.45, 41.41 ], [ -110.45, 41.44 ], [ -110.43, 41.47 ], [ -110.41, 41.47 ], [ -110.4, 41.48 ] ] ] }, "raw_probability": 0.0404, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0404, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "16c38b88f553a4972b15582118182fcc81a2665d90e01b6a6a54020812c1fd77" }, "receipt_sha256": "16c38b88f553a4972b15582118182fcc81a2665d90e01b6a6a54020812c1fd77" }, { "storm_id": "845482", "lat": 36.731, "lon": -86.128, "motion_east": 2.4, "motion_south": 3.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2022.0, "ebshear": 23.0, "srh01": 13.0, "maxllaz": 0.004, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 47.8873 }, { "name": "alignment", "value": 0.8258 }, { "name": "tau", "value": 2.7115 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0403 }, "coherence_score": 2.7115001678466797, "coherence_diagnostics": { "tau": 2.7115001678466797, "grad_tau": 0.45264652371406555, "torsion": 0.0, "alignment": 0.8257798552513123, "S_field": 0.7646242380142212, "Gamma_field": 0.2514583468437195, "S_over_Gamma": 3.0407590866088867, "Da": 15.20654010772705, "E_coh": 0.9591978788375854, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.14, 36.77 ], [ -86.1, 36.77 ], [ -86.09, 36.76 ], [ -86.08, 36.7 ], [ -86.1, 36.69 ], [ -86.13, 36.69 ], [ -86.14, 36.7 ], [ -86.18, 36.71 ], [ -86.18, 36.75 ], [ -86.14, 36.77 ] ] ] }, "raw_probability": 0.0403, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0403, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9b645370b1e7a5ead83f700c0c7ece15618c851942c213422d471de820271fce" }, "receipt_sha256": "9b645370b1e7a5ead83f700c0c7ece15618c851942c213422d471de820271fce" }, { "storm_id": "846372", "lat": 30.0233, "lon": -92.6844, "motion_east": 0.5, "motion_south": -1.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3284.0, "ebshear": 19.0, "srh01": 15.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 47.8873 }, { "name": "alignment", "value": 2.2791 }, { "name": "tau", "value": 4.0567 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0402 }, "coherence_score": 4.056690216064453, "coherence_diagnostics": { "tau": 4.056690216064453, "grad_tau": 0.6829035878181458, "torsion": 0.0, "alignment": 2.279083490371704, "S_field": 1.2552026510238647, "Gamma_field": 0.2906250059604645, "S_over_Gamma": 4.318976879119873, "Da": 18.05695152282715, "E_coh": 0.9823921918869019, "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": [ [ [ -92.7, 30.05 ], [ -92.66, 30.05 ], [ -92.64, 30.03 ], [ -92.66, 29.99 ], [ -92.69, 29.99 ], [ -92.7, 30.0 ], [ -92.7, 30.02 ], [ -92.71, 30.03 ], [ -92.7, 30.05 ] ] ] }, "raw_probability": 0.0402, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0402, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ca0df5c4f9830ec716defb74266374cda457c038f875cc7369043e5484d1181d" }, "receipt_sha256": "ca0df5c4f9830ec716defb74266374cda457c038f875cc7369043e5484d1181d" }, { "storm_id": "846300", "lat": 35.8649, "lon": -92.0441, "motion_east": 4.6, "motion_south": 0.9, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2542.0, "ebshear": 18.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 32.1373 }, { "name": "alignment", "value": 0.5091 }, { "name": "tau", "value": 2.5825 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0401 }, "coherence_score": 2.5824692249298096, "coherence_diagnostics": { "tau": 2.5824692249298096, "grad_tau": 0.5482061505317688, "torsion": 0.0, "alignment": 0.509091854095459, "S_field": 0.6163855791091919, "Gamma_field": 0.37062501907348633, "S_over_Gamma": 1.663097620010376, "Da": 22.799142837524414, "E_coh": 0.9655287861824036, "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": [ [ [ -92.12, 35.95 ], [ -92.11, 35.94 ], [ -92.1, 35.94 ], [ -92.09, 35.94 ], [ -92.08, 35.94 ], [ -92.07, 35.94 ], [ -92.06, 35.95 ], [ -92.05, 35.95 ], [ -92.04, 35.95 ], [ -92.04, 35.94 ], [ -92.04, 35.93 ], [ -92.04, 35.92 ], [ -92.04, 35.91 ], [ -92.04, 35.9 ], [ -92.05, 35.9 ], [ -92.06, 35.89 ], [ -92.06, 35.88 ], [ -92.07, 35.87 ], [ -92.06, 35.86 ], [ -92.05, 35.85 ], [ -92.04, 35.84 ], [ -92.03, 35.84 ], [ -92.02, 35.84 ], [ -92.01, 35.85 ], [ -92.0, 35.85 ], [ -91.99, 35.86 ], [ -91.98, 35.86 ], [ -91.97, 35.86 ], [ -91.96, 35.86 ], [ -91.96, 35.85 ], [ -91.95, 35.84 ], [ -91.94, 35.85 ], [ -91.94, 35.86 ], [ -91.93, 35.86 ], [ -91.92, 35.85 ], [ -91.92, 35.84 ], [ -91.92, 35.83 ], [ -91.93, 35.83 ], [ -91.94, 35.84 ], [ -91.95, 35.83 ], [ -91.96, 35.82 ], [ -91.96, 35.81 ], [ -91.97, 35.8 ], [ -91.96, 35.79 ], [ -91.96, 35.78 ], [ -91.97, 35.78 ], [ -91.98, 35.77 ], [ -91.99, 35.77 ], [ -92.0, 35.77 ], [ -92.01, 35.77 ], [ -92.02, 35.76 ], [ -92.03, 35.76 ], [ -92.04, 35.77 ], [ -92.05, 35.77 ], [ -92.06, 35.78 ], [ -92.06, 35.79 ], [ -92.06, 35.8 ], [ -92.07, 35.81 ], [ -92.08, 35.82 ], [ -92.09, 35.82 ], [ -92.1, 35.83 ], [ -92.11, 35.83 ], [ -92.12, 35.82 ], [ -92.13, 35.82 ], [ -92.14, 35.83 ], [ -92.14, 35.84 ], [ -92.14, 35.85 ], [ -92.14, 35.86 ], [ -92.14, 35.87 ], [ -92.13, 35.88 ], [ -92.14, 35.89 ], [ -92.13, 35.89 ], [ -92.12, 35.9 ], [ -92.11, 35.9 ], [ -92.1, 35.9 ], [ -92.09, 35.9 ], [ -92.08, 35.9 ], [ -92.07, 35.91 ], [ -92.06, 35.91 ], [ -92.05, 35.91 ], [ -92.04, 35.92 ], [ -92.05, 35.93 ], [ -92.06, 35.93 ], [ -92.07, 35.94 ], [ -92.08, 35.94 ], [ -92.09, 35.94 ], [ -92.1, 35.94 ], [ -92.11, 35.94 ], [ -92.12, 35.94 ], [ -92.12, 35.95 ] ] ] }, "raw_probability": 0.0401, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0401, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "945e774a98d9ef4690b8928d313883cadc51bc3216c3cd8d2aa4eb3c16724ff7" }, "receipt_sha256": "945e774a98d9ef4690b8928d313883cadc51bc3216c3cd8d2aa4eb3c16724ff7" }, { "storm_id": "846388", "lat": 39.687, "lon": -107.645, "motion_east": 4.2, "motion_south": 0.7, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 712.0, "ebshear": 12.0, "srh01": 22.0, "maxllaz": 0.001, "mesh": 0.31, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 12.1373 }, { "name": "alignment", "value": 4.4731 }, { "name": "tau", "value": 0.2948 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0401 }, "coherence_score": 0.2947741150856018, "coherence_diagnostics": { "tau": 0.2947741150856018, "grad_tau": 0.055248063057661057, "torsion": 0.0, "alignment": 4.473143577575684, "S_field": 0.14771568775177002, "Gamma_field": 1.0572916269302368, "S_over_Gamma": 0.139711394906044, "Da": 61.747249603271484, "E_coh": 0.149624764919281, "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": [ [ [ -107.66, 39.72 ], [ -107.63, 39.72 ], [ -107.6, 39.7 ], [ -107.6, 39.67 ], [ -107.62, 39.64 ], [ -107.66, 39.65 ], [ -107.67, 39.66 ], [ -107.67, 39.69 ], [ -107.68, 39.7 ], [ -107.66, 39.72 ] ] ] }, "raw_probability": 0.0401, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0401, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "945e774a98d9ef4690b8928d313883cadc51bc3216c3cd8d2aa4eb3c16724ff7" }, "receipt_sha256": "945e774a98d9ef4690b8928d313883cadc51bc3216c3cd8d2aa4eb3c16724ff7" }, { "storm_id": "846362", "lat": 39.345, "lon": -104.819, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 452.0, "ebshear": 30.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 14.3873 }, { "name": "alignment", "value": 2.0206 }, { "name": "tau", "value": 0.4671 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0399 }, "coherence_score": 0.46706146001815796, "coherence_diagnostics": { "tau": 0.46706146001815796, "grad_tau": 0.07923129200935364, "torsion": 0.0, "alignment": 2.020551919937134, "S_field": 0.26245033740997314, "Gamma_field": 0.5831250548362732, "S_over_Gamma": 0.45007556676864624, "Da": 37.00666046142578, "E_coh": 0.7713544368743896, "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": [ [ [ -104.83, 39.39 ], [ -104.8, 39.39 ], [ -104.78, 39.38 ], [ -104.78, 39.33 ], [ -104.8, 39.31 ], [ -104.8, 39.3 ], [ -104.85, 39.3 ], [ -104.86, 39.31 ], [ -104.86, 39.35 ], [ -104.83, 39.39 ] ] ] }, "raw_probability": 0.0399, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0399, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0f4a404e004f3baf46c14f0388937ceb7f3c3a878f97b2955ad6f41b563d4aa3" }, "receipt_sha256": "0f4a404e004f3baf46c14f0388937ceb7f3c3a878f97b2955ad6f41b563d4aa3" }, { "storm_id": "845998", "lat": 30.1017, "lon": -94.08, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3248.0, "ebshear": 16.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 43.2623 }, { "name": "alignment", "value": -0.4072 }, { "name": "tau", "value": 2.8522 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0398 }, "coherence_score": 2.8522121906280518, "coherence_diagnostics": { "tau": 2.8522121906280518, "grad_tau": 0.3758000433444977, "torsion": 0.0, "alignment": -0.40718376636505127, "S_field": 0.8021393418312073, "Gamma_field": 0.3347916901111603, "S_over_Gamma": 2.395935535430908, "Da": 20.588258743286133, "E_coh": 0.9929721355438232, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.11, 30.15 ], [ -94.03, 30.14 ], [ -94.03, 30.07 ], [ -94.09, 30.06 ], [ -94.11, 30.04 ], [ -94.11, 30.15 ] ] ] }, "raw_probability": 0.0398, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0398, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "421ca97004e68ec140302940a4b7cf4fd23cf7c1e6c79b3e535c50fd614dc572" }, "receipt_sha256": "421ca97004e68ec140302940a4b7cf4fd23cf7c1e6c79b3e535c50fd614dc572" }, { "storm_id": "846092", "lat": 37.6962, "lon": -89.2463, "motion_east": 1.0, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2457.0, "ebshear": 11.0, "srh01": 14.0, "maxllaz": 0.005, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 29.8873 }, { "name": "alignment", "value": -0.8973 }, { "name": "tau", "value": 1.8648 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0398 }, "coherence_score": 1.8648135662078857, "coherence_diagnostics": { "tau": 1.8648135662078857, "grad_tau": 0.3796609044075012, "torsion": 0.0, "alignment": -0.8973040580749512, "S_field": 0.20652613043785095, "Gamma_field": 0.31312501430511475, "S_over_Gamma": 0.6595644354820251, "Da": 18.81808090209961, "E_coh": 0.8425654768943787, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.26, 37.73 ], [ -89.22, 37.73 ], [ -89.2, 37.71 ], [ -89.21, 37.65 ], [ -89.26, 37.65 ], [ -89.28, 37.67 ], [ -89.28, 37.7 ], [ -89.26, 37.73 ] ] ] }, "raw_probability": 0.0398, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0398, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "421ca97004e68ec140302940a4b7cf4fd23cf7c1e6c79b3e535c50fd614dc572" }, "receipt_sha256": "421ca97004e68ec140302940a4b7cf4fd23cf7c1e6c79b3e535c50fd614dc572" }, { "storm_id": "845778", "lat": 36.9006, "lon": -91.0829, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2182.0, "ebshear": 19.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.27, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 28.5123 }, { "name": "alignment", "value": -0.4371 }, { "name": "tau", "value": 1.9082 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 1.908243179321289, "coherence_diagnostics": { "tau": 1.908243179321289, "grad_tau": 0.2341974377632141, "torsion": 0.0, "alignment": -0.43714332580566406, "S_field": 0.10653857886791229, "Gamma_field": 0.5931249856948853, "S_over_Gamma": 0.17962247133255005, "Da": 36.68979263305664, "E_coh": 0.7859981060028076, "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": [ [ [ -91.06, 36.98 ], [ -91.04, 36.98 ], [ -91.03, 36.97 ], [ -91.07, 36.9 ], [ -91.07, 36.88 ], [ -91.06, 36.87 ], [ -91.06, 36.82 ], [ -91.07, 36.81 ], [ -91.11, 36.81 ], [ -91.13, 36.83 ], [ -91.13, 36.86 ], [ -91.11, 36.88 ], [ -91.12, 36.89 ], [ -91.11, 36.91 ], [ -91.11, 36.97 ], [ -91.07, 36.97 ], [ -91.06, 36.98 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0397, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0d37185dbfe9b8c373d1ab24d3c18af9dd5acd97fbb45bc9c99cbbc70328a2a0" }, "receipt_sha256": "0d37185dbfe9b8c373d1ab24d3c18af9dd5acd97fbb45bc9c99cbbc70328a2a0" }, { "storm_id": "845788", "lat": 32.5559, "lon": -80.5486, "motion_east": 0.0, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1963.0, "ebshear": 9.0, "srh01": 23.0, "maxllaz": 0.004, "mesh": 0.4, "flash_rate": 14.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 45.7623 }, { "name": "alignment", "value": -1.0244 }, { "name": "tau", "value": 3.4872 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 3.4871842861175537, "coherence_diagnostics": { "tau": 3.4871842861175537, "grad_tau": 0.2875407636165619, "torsion": 0.0, "alignment": -1.0243569612503052, "S_field": 1.0114854574203491, "Gamma_field": 0.32229167222976685, "S_over_Gamma": 3.138416290283203, "Da": 19.0727481842041, "E_coh": 0.9735416769981384, "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": [ [ [ -80.51, 32.63 ], [ -80.45, 32.6 ], [ -80.43, 32.61 ], [ -80.43, 32.57 ], [ -80.44, 32.56 ], [ -80.43, 32.54 ], [ -80.44, 32.53 ], [ -80.48, 32.53 ], [ -80.51, 32.51 ], [ -80.58, 32.51 ], [ -80.61, 32.53 ], [ -80.62, 32.52 ], [ -80.63, 32.53 ], [ -80.64, 32.52 ], [ -80.65, 32.53 ], [ -80.66, 32.52 ], [ -80.67, 32.53 ], [ -80.65, 32.55 ], [ -80.63, 32.55 ], [ -80.58, 32.61 ], [ -80.52, 32.62 ], [ -80.51, 32.63 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0397, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0d37185dbfe9b8c373d1ab24d3c18af9dd5acd97fbb45bc9c99cbbc70328a2a0" }, "receipt_sha256": "0d37185dbfe9b8c373d1ab24d3c18af9dd5acd97fbb45bc9c99cbbc70328a2a0" }, { "storm_id": "846299", "lat": 36.1, "lon": -89.1558, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2084.0, "ebshear": 16.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 37.5123 }, { "name": "alignment", "value": 0.3046 }, { "name": "tau", "value": 2.7812 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 2.7811732292175293, "coherence_diagnostics": { "tau": 2.7811732292175293, "grad_tau": 0.5140804648399353, "torsion": 0.0, "alignment": 0.3046319782733917, "S_field": 0.8320340514183044, "Gamma_field": 0.2681249976158142, "S_over_Gamma": 3.1031572818756104, "Da": 16.744556427001953, "E_coh": 0.9706342816352844, "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": [ [ [ -89.16, 36.14 ], [ -89.14, 36.14 ], [ -89.1, 36.12 ], [ -89.1, 36.07 ], [ -89.13, 36.05 ], [ -89.16, 36.05 ], [ -89.18, 36.06 ], [ -89.18, 36.08 ], [ -89.19, 36.09 ], [ -89.2, 36.13 ], [ -89.17, 36.13 ], [ -89.16, 36.14 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0397, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0d37185dbfe9b8c373d1ab24d3c18af9dd5acd97fbb45bc9c99cbbc70328a2a0" }, "receipt_sha256": "0d37185dbfe9b8c373d1ab24d3c18af9dd5acd97fbb45bc9c99cbbc70328a2a0" }, { "storm_id": "846127", "lat": 37.532, "lon": -104.161, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 236.0, "ebshear": 11.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 11.2623 }, { "name": "alignment", "value": 1.5521 }, { "name": "tau", "value": 0.4057 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0396 }, "coherence_score": 0.40568870306015015, "coherence_diagnostics": { "tau": 0.40568870306015015, "grad_tau": 0.06898271292448044, "torsion": 0.0, "alignment": 1.5521183013916016, "S_field": 0.2822331190109253, "Gamma_field": 0.39895835518836975, "S_over_Gamma": 0.7074249982833862, "Da": 23.122295379638672, "E_coh": 0.6782674789428711, "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": [ [ [ -104.18, 37.58 ], [ -104.14, 37.57 ], [ -104.12, 37.55 ], [ -104.12, 37.51 ], [ -104.13, 37.49 ], [ -104.15, 37.48 ], [ -104.19, 37.49 ], [ -104.2, 37.51 ], [ -104.2, 37.56 ], [ -104.18, 37.58 ] ] ] }, "raw_probability": 0.0396, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0396, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9bc22d7b9f5f06d3871b2bf96cdcabd59588dd894e937550aad84c0cec4d38d9" }, "receipt_sha256": "9bc22d7b9f5f06d3871b2bf96cdcabd59588dd894e937550aad84c0cec4d38d9" }, { "storm_id": "845930", "lat": 30.1076, "lon": -85.0576, "motion_east": 0.5, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3586.0, "ebshear": 10.0, "srh01": 3.0, "maxllaz": 0.006, "mesh": 0.6, "flash_rate": 20.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 46.2623 }, { "name": "alignment", "value": -0.5012 }, { "name": "tau", "value": 4.5226 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0395 }, "coherence_score": 4.522594451904297, "coherence_diagnostics": { "tau": 4.522594451904297, "grad_tau": 0.14817240834236145, "torsion": 0.0, "alignment": -0.5012146830558777, "S_field": 0.9310338497161865, "Gamma_field": 0.3231250047683716, "S_over_Gamma": 2.881342649459839, "Da": 19.22859764099121, "E_coh": 0.9677747488021851, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.07, 30.18 ], [ -85.02, 30.18 ], [ -84.98, 30.15 ], [ -84.97, 30.13 ], [ -84.97, 30.1 ], [ -85.0, 30.07 ], [ -85.0, 30.06 ], [ -84.98, 30.04 ], [ -85.08, 30.04 ], [ -85.09, 30.05 ], [ -85.13, 30.03 ], [ -85.15, 30.04 ], [ -85.15, 30.11 ], [ -85.14, 30.13 ], [ -85.1, 30.17 ], [ -85.08, 30.17 ], [ -85.07, 30.18 ] ] ] }, "raw_probability": 0.0395, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0395, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6c475bad5a1259c756cd21de8ccfe1fc74c08e76aadab3fc36e3a000eea4da7e" }, "receipt_sha256": "6c475bad5a1259c756cd21de8ccfe1fc74c08e76aadab3fc36e3a000eea4da7e" }, { "storm_id": "845929", "lat": 30.3427, "lon": -85.03, "motion_east": 0.6, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3391.0, "ebshear": 13.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 46.2623 }, { "name": "alignment", "value": -0.5012 }, { "name": "tau", "value": 4.5226 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0394 }, "coherence_score": 4.522594451904297, "coherence_diagnostics": { "tau": 4.522594451904297, "grad_tau": 0.14817240834236145, "torsion": 0.0, "alignment": -0.5012146830558777, "S_field": 0.9310338497161865, "Gamma_field": 0.3231250047683716, "S_over_Gamma": 2.881342649459839, "Da": 19.22859764099121, "E_coh": 0.9677747488021851, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.06, 30.38 ], [ -85.01, 30.38 ], [ -85.0, 30.37 ], [ -84.99, 30.35 ], [ -85.0, 30.34 ], [ -84.99, 30.32 ], [ -85.01, 30.3 ], [ -85.06, 30.3 ], [ -85.07, 30.31 ], [ -85.08, 30.34 ], [ -85.06, 30.38 ] ] ] }, "raw_probability": 0.0394, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0394, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9a8bdeabf34d3e1a8ba47f7cb9367363b8532c66270a533a4566964a1805186a" }, "receipt_sha256": "9a8bdeabf34d3e1a8ba47f7cb9367363b8532c66270a533a4566964a1805186a" }, { "storm_id": "846241", "lat": 28.7138, "lon": -81.9537, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2743.0, "ebshear": 4.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.5, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 43.6373 }, { "name": "alignment", "value": -0.7717 }, { "name": "tau", "value": 4.1019 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0394 }, "coherence_score": 4.101933479309082, "coherence_diagnostics": { "tau": 4.101933479309082, "grad_tau": 0.31339865922927856, "torsion": 0.0, "alignment": -0.7716881036758423, "S_field": 0.8002558946609497, "Gamma_field": 0.2514583468437195, "S_over_Gamma": 3.1824591159820557, "Da": 15.573799133300781, "E_coh": 0.9566353559494019, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.0, 28.76 ], [ -81.93, 28.76 ], [ -81.92, 28.75 ], [ -81.93, 28.73 ], [ -81.89, 28.69 ], [ -81.88, 28.7 ], [ -81.88, 28.67 ], [ -81.9, 28.68 ], [ -81.95, 28.68 ], [ -81.96, 28.67 ], [ -82.0, 28.69 ], [ -82.01, 28.7 ], [ -82.0, 28.71 ], [ -82.0, 28.73 ], [ -82.01, 28.74 ], [ -82.0, 28.76 ] ] ] }, "raw_probability": 0.0394, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0394, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9a8bdeabf34d3e1a8ba47f7cb9367363b8532c66270a533a4566964a1805186a" }, "receipt_sha256": "9a8bdeabf34d3e1a8ba47f7cb9367363b8532c66270a533a4566964a1805186a" }, { "storm_id": "845725", "lat": 34.338, "lon": -110.7, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 514.0, "ebshear": 11.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 30.3873 }, { "name": "alignment", "value": -0.3364 }, { "name": "tau", "value": 0.2189 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.21894033253192902, "coherence_diagnostics": { "tau": 0.21894033253192902, "grad_tau": 0.06409277021884918, "torsion": 0.0, "alignment": -0.33637183904647827, "S_field": 0.0911952406167984, "Gamma_field": 0.5322916507720947, "S_over_Gamma": 0.1713256984949112, "Da": 32.80930709838867, "E_coh": 0.4457482397556305, "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": [ [ [ -110.73, 34.36 ], [ -110.71, 34.36 ], [ -110.7, 34.35 ], [ -110.67, 34.36 ], [ -110.66, 34.35 ], [ -110.66, 34.31 ], [ -110.67, 34.3 ], [ -110.73, 34.31 ], [ -110.74, 34.32 ], [ -110.73, 34.36 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0392, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f1f4b0ab899b38439a88aaa3962153ce7bec99b4e57756878b99dc8de4ea8645" }, "receipt_sha256": "f1f4b0ab899b38439a88aaa3962153ce7bec99b4e57756878b99dc8de4ea8645" }, { "storm_id": "846335", "lat": 32.47, "lon": -83.1944, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2639.0, "ebshear": 8.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 42.1373 }, { "name": "alignment", "value": 0.9196 }, { "name": "tau", "value": 3.7015 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.039 }, "coherence_score": 3.7014541625976562, "coherence_diagnostics": { "tau": 3.7014541625976562, "grad_tau": 0.3207349479198456, "torsion": 0.0, "alignment": 0.9195908308029175, "S_field": 0.911948561668396, "Gamma_field": 0.2939583659172058, "S_over_Gamma": 3.1023051738739014, "Da": 16.780855178833008, "E_coh": 0.959120512008667, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.21, 32.51 ], [ -83.17, 32.51 ], [ -83.15, 32.48 ], [ -83.15, 32.45 ], [ -83.17, 32.42 ], [ -83.22, 32.42 ], [ -83.24, 32.44 ], [ -83.23, 32.49 ], [ -83.21, 32.51 ] ] ] }, "raw_probability": 0.039, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.039, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cc804d8dab310dd897e9cea7ae0fc3ef50efe0949667326efb30e66ba59727d5" }, "receipt_sha256": "cc804d8dab310dd897e9cea7ae0fc3ef50efe0949667326efb30e66ba59727d5" }, { "storm_id": "846009", "lat": 37.274, "lon": -86.9184, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2338.0, "ebshear": 14.0, "srh01": 20.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 49.1373 }, { "name": "alignment", "value": 0.8313 }, { "name": "tau", "value": 2.2275 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0389 }, "coherence_score": 2.227470636367798, "coherence_diagnostics": { "tau": 2.227470636367798, "grad_tau": 0.35717251896858215, "torsion": 0.0, "alignment": 0.8313164710998535, "S_field": 0.6817401051521301, "Gamma_field": 0.2581250071525574, "S_over_Gamma": 2.6411237716674805, "Da": 16.00460433959961, "E_coh": 0.9611057639122009, "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": [ [ [ -87.0, 37.38 ], [ -86.95, 37.38 ], [ -86.93, 37.36 ], [ -86.93, 37.34 ], [ -86.91, 37.31 ], [ -86.91, 37.27 ], [ -86.9, 37.26 ], [ -86.86, 37.26 ], [ -86.84, 37.25 ], [ -86.83, 37.24 ], [ -86.83, 37.19 ], [ -86.85, 37.19 ], [ -86.86, 37.18 ], [ -86.9, 37.18 ], [ -86.86, 37.21 ], [ -86.88, 37.22 ], [ -86.89, 37.24 ], [ -86.95, 37.25 ], [ -86.96, 37.26 ], [ -86.95, 37.27 ], [ -86.96, 37.28 ], [ -86.98, 37.28 ], [ -87.01, 37.31 ], [ -87.02, 37.36 ], [ -87.0, 37.38 ] ] ] }, "raw_probability": 0.0389, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0389, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f79bef8fdfaa49becca464c480035f1a7e84d72268adf478a7a031a26b1f528b" }, "receipt_sha256": "f79bef8fdfaa49becca464c480035f1a7e84d72268adf478a7a031a26b1f528b" }, { "storm_id": "846328", "lat": 36.24, "lon": -91.0891, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3019.0, "ebshear": 20.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 24.8873 }, { "name": "alignment", "value": -0.3088 }, { "name": "tau", "value": 2.3118 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0389 }, "coherence_score": 2.3117733001708984, "coherence_diagnostics": { "tau": 2.3117733001708984, "grad_tau": 0.376436710357666, "torsion": 0.0, "alignment": -0.30880963802337646, "S_field": 0.2447749376296997, "Gamma_field": 0.32895833253860474, "S_over_Gamma": 0.7440910339355469, "Da": 20.534494400024414, "E_coh": 0.9007018804550171, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.1, 36.29 ], [ -91.03, 36.29 ], [ -91.04, 36.24 ], [ -91.05, 36.22 ], [ -91.07, 36.21 ], [ -91.09, 36.21 ], [ -91.1, 36.2 ], [ -91.14, 36.2 ], [ -91.13, 36.22 ], [ -91.13, 36.27 ], [ -91.1, 36.29 ] ] ] }, "raw_probability": 0.0389, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0389, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f79bef8fdfaa49becca464c480035f1a7e84d72268adf478a7a031a26b1f528b" }, "receipt_sha256": "f79bef8fdfaa49becca464c480035f1a7e84d72268adf478a7a031a26b1f528b" }, { "storm_id": "846258", "lat": 37.5625, "lon": -104.3162, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 240.0, "ebshear": 10.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 11.2623 }, { "name": "alignment", "value": 1.5521 }, { "name": "tau", "value": 0.4057 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0388 }, "coherence_score": 0.40568870306015015, "coherence_diagnostics": { "tau": 0.40568870306015015, "grad_tau": 0.06898271292448044, "torsion": 0.0, "alignment": 1.5521183013916016, "S_field": 0.2822331190109253, "Gamma_field": 0.39895835518836975, "S_over_Gamma": 0.7074249982833862, "Da": 23.122295379638672, "E_coh": 0.6782674789428711, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.32, 37.59 ], [ -104.29, 37.59 ], [ -104.28, 37.58 ], [ -104.28, 37.55 ], [ -104.34, 37.52 ], [ -104.35, 37.53 ], [ -104.35, 37.55 ], [ -104.32, 37.59 ] ] ] }, "raw_probability": 0.0388, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4a26c5df962ceafa9a26d7727603f2aa8befb99c8b8ceaac13116b75822611dd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0388, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41cfb813e090a3cc9552e40e154093b673e8054688aaa24eac1bc1d58bc712de" }, "receipt_sha256": "41cfb813e090a3cc9552e40e154093b673e8054688aaa24eac1bc1d58bc712de" }, { "storm_id": "846334", "lat": 32.7671, "lon": -95.1721, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3053.0, "ebshear": 10.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 30.2623 }, { "name": "alignment", "value": 1.4551 }, { "name": "tau", "value": 1.964 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0388 }, "coherence_score": 1.9640358686447144, "coherence_diagnostics": { "tau": 1.9640358686447144, "grad_tau": 0.38716253638267517, "torsion": 0.0, "alignment": 1.455066442489624, "S_field": 0.4620280861854553, "Gamma_field": 0.48395836353302, "S_over_Gamma": 0.954685628414154, "Da": 29.56147575378418, "E_coh": 0.9659140110015869, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.17, 32.82 ], [ -95.13, 32.82 ], [ -95.13, 32.74 ], [ -95.15, 32.72 ], [ -95.15, 32.71 ], [ -95.17, 32.71 ], [ -95.17, 32.72 ], [ -95.2, 32.75 ], [ -95.21, 32.75 ], [ -95.22, 32.77 ], [ -95.21, 32.8 ], [ -95.17, 32.8 ], [ -95.16, 32.81 ], [ -95.17, 32.82 ] ] ] }, "raw_probability": 0.0388, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4a26c5df962ceafa9a26d7727603f2aa8befb99c8b8ceaac13116b75822611dd", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0388, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41cfb813e090a3cc9552e40e154093b673e8054688aaa24eac1bc1d58bc712de" }, "receipt_sha256": "41cfb813e090a3cc9552e40e154093b673e8054688aaa24eac1bc1d58bc712de" }, { "storm_id": "845872", "lat": 32.541, "lon": -83.04, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2452.0, "ebshear": 9.0, "srh01": 14.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 42.1373 }, { "name": "alignment", "value": 0.9196 }, { "name": "tau", "value": 3.7015 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0387 }, "coherence_score": 3.7014541625976562, "coherence_diagnostics": { "tau": 3.7014541625976562, "grad_tau": 0.3207349479198456, "torsion": 0.0, "alignment": 0.9195908308029175, "S_field": 0.911948561668396, "Gamma_field": 0.2939583659172058, "S_over_Gamma": 3.1023051738739014, "Da": 16.780855178833008, "E_coh": 0.959120512008667, "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": [ [ [ -83.06, 32.58 ], [ -83.01, 32.58 ], [ -83.0, 32.57 ], [ -83.0, 32.52 ], [ -83.01, 32.51 ], [ -83.03, 32.5 ], [ -83.07, 32.5 ], [ -83.08, 32.51 ], [ -83.08, 32.56 ], [ -83.06, 32.58 ] ] ] }, "raw_probability": 0.0387, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0387, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2413c47e87ce5fc9ef3e8ef32c49c445883e03ace497dabac1716c8376cd79da" }, "receipt_sha256": "2413c47e87ce5fc9ef3e8ef32c49c445883e03ace497dabac1716c8376cd79da" }, { "storm_id": "846168", "lat": 34.7088, "lon": -108.1088, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 470.0, "ebshear": 10.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 23.6373 }, { "name": "alignment", "value": -0.5253 }, { "name": "tau", "value": 0.2543 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0387 }, "coherence_score": 0.25430357456207275, "coherence_diagnostics": { "tau": 0.25430357456207275, "grad_tau": 0.04058663174510002, "torsion": 0.0, "alignment": -0.5253204703330994, "S_field": 0.20099079608917236, "Gamma_field": 0.7572917342185974, "S_over_Gamma": 0.26540735363960266, "Da": 47.16944122314453, "E_coh": 0.9352032542228699, "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": [ [ [ -108.14, 34.74 ], [ -108.09, 34.74 ], [ -108.08, 34.73 ], [ -108.08, 34.7 ], [ -108.09, 34.68 ], [ -108.11, 34.67 ], [ -108.14, 34.67 ], [ -108.14, 34.74 ] ] ] }, "raw_probability": 0.0387, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0387, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2413c47e87ce5fc9ef3e8ef32c49c445883e03ace497dabac1716c8376cd79da" }, "receipt_sha256": "2413c47e87ce5fc9ef3e8ef32c49c445883e03ace497dabac1716c8376cd79da" }, { "storm_id": "846011", "lat": 35.705, "lon": -87.7025, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2624.0, "ebshear": 19.0, "srh01": 16.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 44.6373 }, { "name": "alignment", "value": -0.1796 }, { "name": "tau", "value": 3.4049 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0386 }, "coherence_score": 3.40487003326416, "coherence_diagnostics": { "tau": 3.40487003326416, "grad_tau": 0.4205622673034668, "torsion": 0.0, "alignment": -0.1796095371246338, "S_field": 1.0678702592849731, "Gamma_field": 0.28812500834465027, "S_over_Gamma": 3.7062740325927734, "Da": 17.927988052368164, "E_coh": 0.9810511469841003, "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": [ [ [ -87.71, 35.74 ], [ -87.66, 35.73 ], [ -87.65, 35.72 ], [ -87.65, 35.69 ], [ -87.64, 35.68 ], [ -87.68, 35.66 ], [ -87.75, 35.66 ], [ -87.76, 35.67 ], [ -87.76, 35.71 ], [ -87.74, 35.73 ], [ -87.72, 35.73 ], [ -87.71, 35.74 ] ] ] }, "raw_probability": 0.0386, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0386, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d77ea96b2c11cbe6b2efe4239d285a55f5416a955176297875d7dfc6bd458ad3" }, "receipt_sha256": "d77ea96b2c11cbe6b2efe4239d285a55f5416a955176297875d7dfc6bd458ad3" }, { "storm_id": "846383", "lat": 44.1133, "lon": -105.5056, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 971.0, "ebshear": 25.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.43, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 10.6373 }, { "name": "alignment", "value": 1.3094 }, { "name": "tau", "value": 0.5304 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0386 }, "coherence_score": 0.5303727388381958, "coherence_diagnostics": { "tau": 0.5303727388381958, "grad_tau": 0.1622878462076187, "torsion": 0.0, "alignment": 1.3094136714935303, "S_field": 0.16198277473449707, "Gamma_field": 0.6506249904632568, "S_over_Gamma": 0.24896487593650818, "Da": 39.33137130737305, "E_coh": 0.400370717048645, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.52, 44.15 ], [ -105.47, 44.15 ], [ -105.46, 44.14 ], [ -105.46, 44.09 ], [ -105.48, 44.07 ], [ -105.54, 44.07 ], [ -105.55, 44.08 ], [ -105.55, 44.12 ], [ -105.52, 44.15 ] ] ] }, "raw_probability": 0.0386, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0386, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d77ea96b2c11cbe6b2efe4239d285a55f5416a955176297875d7dfc6bd458ad3" }, "receipt_sha256": "d77ea96b2c11cbe6b2efe4239d285a55f5416a955176297875d7dfc6bd458ad3" }, { "storm_id": "845944", "lat": 38.492, "lon": -88.812, "motion_east": 4.1, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2307.0, "ebshear": 11.0, "srh01": 18.0, "maxllaz": 0.001, "mesh": 0.66, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 26.3873 }, { "name": "alignment", "value": 0.9734 }, { "name": "tau", "value": 1.5766 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 1.5766266584396362, "coherence_diagnostics": { "tau": 1.5766266584396362, "grad_tau": 0.27879083156585693, "torsion": 0.0, "alignment": 0.9734339714050293, "S_field": 0.05421316996216774, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 0.17594537138938904, "Da": 18.597259521484375, "E_coh": 0.3820362091064453, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.83, 38.53 ], [ -88.78, 38.53 ], [ -88.77, 38.52 ], [ -88.77, 38.47 ], [ -88.78, 38.46 ], [ -88.8, 38.45 ], [ -88.84, 38.45 ], [ -88.86, 38.47 ], [ -88.86, 38.51 ], [ -88.83, 38.53 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0385, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, { "storm_id": "846153", "lat": 39.4969, "lon": -80.1008, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1812.0, "ebshear": 13.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 27.5123 }, { "name": "alignment", "value": -0.4771 }, { "name": "tau", "value": 1.1887 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 1.1887037754058838, "coherence_diagnostics": { "tau": 1.1887037754058838, "grad_tau": 0.3575698137283325, "torsion": 0.0, "alignment": -0.4770945906639099, "S_field": 0.06539386510848999, "Gamma_field": 0.32229170203208923, "S_over_Gamma": 0.20290271937847137, "Da": 19.37689971923828, "E_coh": 0.43803170323371887, "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": [ [ [ -80.13, 39.53 ], [ -80.11, 39.53 ], [ -80.09, 39.51 ], [ -80.07, 39.53 ], [ -80.05, 39.51 ], [ -80.07, 39.49 ], [ -80.06, 39.47 ], [ -80.1, 39.45 ], [ -80.12, 39.45 ], [ -80.13, 39.47 ], [ -80.12, 39.49 ], [ -80.13, 39.5 ], [ -80.13, 39.53 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0385, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, { "storm_id": "846210", "lat": 34.6289, "lon": -107.9005, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 405.0, "ebshear": 8.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 19.7623 }, { "name": "alignment", "value": -0.7443 }, { "name": "tau", "value": 0.2394 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 0.2394128441810608, "coherence_diagnostics": { "tau": 0.2394128441810608, "grad_tau": 0.03555011749267578, "torsion": 0.0, "alignment": -0.7443107962608337, "S_field": 0.14845113456249237, "Gamma_field": 0.62479168176651, "S_over_Gamma": 0.23760101199150085, "Da": 37.921043395996094, "E_coh": 0.9215466380119324, "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": [ [ [ -107.96, 34.76 ], [ -107.92, 34.75 ], [ -107.85, 34.67 ], [ -107.85, 34.62 ], [ -107.87, 34.59 ], [ -107.87, 34.58 ], [ -107.85, 34.56 ], [ -107.85, 34.52 ], [ -107.87, 34.51 ], [ -107.88, 34.51 ], [ -107.9, 34.53 ], [ -107.89, 34.54 ], [ -107.89, 34.62 ], [ -107.9, 34.63 ], [ -107.9, 34.65 ], [ -107.96, 34.7 ], [ -107.97, 34.7 ], [ -107.97, 34.75 ], [ -107.96, 34.76 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0385, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, { "storm_id": "846277", "lat": 33.2562, "lon": -82.5738, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1226.0, "ebshear": 11.0, "srh01": 16.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 40.8873 }, { "name": "alignment", "value": 0.2162 }, { "name": "tau", "value": 3.3596 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 3.35959792137146, "coherence_diagnostics": { "tau": 3.35959792137146, "grad_tau": 0.3247072398662567, "torsion": 0.0, "alignment": 0.2162092626094818, "S_field": 0.8973159193992615, "Gamma_field": 0.2864583432674408, "S_over_Gamma": 3.132448196411133, "Da": 16.526275634765625, "E_coh": 0.9685116410255432, "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": [ [ [ -82.59, 33.3 ], [ -82.54, 33.3 ], [ -82.55, 33.29 ], [ -82.55, 33.27 ], [ -82.53, 33.25 ], [ -82.53, 33.24 ], [ -82.54, 33.24 ], [ -82.55, 33.22 ], [ -82.59, 33.22 ], [ -82.63, 33.2 ], [ -82.64, 33.24 ], [ -82.63, 33.26 ], [ -82.59, 33.3 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0385, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, { "storm_id": "846389", "lat": 39.4789, "lon": -80.37, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2062.0, "ebshear": 12.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 27.5123 }, { "name": "alignment", "value": -0.4771 }, { "name": "tau", "value": 1.1887 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 1.1887037754058838, "coherence_diagnostics": { "tau": 1.1887037754058838, "grad_tau": 0.3575698137283325, "torsion": 0.0, "alignment": -0.4770945906639099, "S_field": 0.06539386510848999, "Gamma_field": 0.32229170203208923, "S_over_Gamma": 0.20290271937847137, "Da": 19.37689971923828, "E_coh": 0.43803170323371887, "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": [ [ [ -80.4, 39.54 ], [ -80.36, 39.52 ], [ -80.36, 39.49 ], [ -80.33, 39.46 ], [ -80.34, 39.43 ], [ -80.37, 39.43 ], [ -80.37, 39.44 ], [ -80.4, 39.46 ], [ -80.4, 39.54 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0385, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, "receipt_sha256": "12609e7405877a73a526459832afa61fd6e4ec7eadcb69f3bfeb3f78a4897c4d" }, { "storm_id": "846298", "lat": 36.1614, "lon": -89.0429, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2128.0, "ebshear": 16.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.42, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 37.5123 }, { "name": "alignment", "value": 0.3046 }, { "name": "tau", "value": 2.7812 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0383 }, "coherence_score": 2.7811732292175293, "coherence_diagnostics": { "tau": 2.7811732292175293, "grad_tau": 0.5140804648399353, "torsion": 0.0, "alignment": 0.3046319782733917, "S_field": 0.8320340514183044, "Gamma_field": 0.2681249976158142, "S_over_Gamma": 3.1031572818756104, "Da": 16.744556427001953, "E_coh": 0.9706342816352844, "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": [ [ [ -89.07, 36.2 ], [ -89.01, 36.18 ], [ -89.01, 36.15 ], [ -89.03, 36.12 ], [ -89.04, 36.12 ], [ -89.07, 36.16 ], [ -89.07, 36.2 ] ] ] }, "raw_probability": 0.0383, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0383, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "481d383a52b4c042dafdb5e953b48ac0788e42efa9d573e3e8308b29ef3944d9" }, "receipt_sha256": "481d383a52b4c042dafdb5e953b48ac0788e42efa9d573e3e8308b29ef3944d9" }, { "storm_id": "846030", "lat": 37.2778, "lon": -85.4456, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1958.0, "ebshear": 19.0, "srh01": 4.0, "maxllaz": 0.004, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 45.8873 }, { "name": "alignment", "value": 0.9852 }, { "name": "tau", "value": 2.1536 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0381 }, "coherence_score": 2.153592348098755, "coherence_diagnostics": { "tau": 2.153592348098755, "grad_tau": 0.57423996925354, "torsion": 0.0, "alignment": 0.9852177500724792, "S_field": 0.2992383539676666, "Gamma_field": 0.3056250214576721, "S_over_Gamma": 0.9791029095649719, "Da": 18.982646942138672, "E_coh": 0.8713030815124512, "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": [ [ [ -85.45, 37.31 ], [ -85.43, 37.31 ], [ -85.41, 37.29 ], [ -85.41, 37.26 ], [ -85.43, 37.24 ], [ -85.47, 37.24 ], [ -85.48, 37.25 ], [ -85.48, 37.29 ], [ -85.45, 37.31 ] ] ] }, "raw_probability": 0.0381, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0381, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a68964e1606dab7a2146b7eeb1ff14c4917cfcceaa89f510b49655cc1965ad0" }, "receipt_sha256": "1a68964e1606dab7a2146b7eeb1ff14c4917cfcceaa89f510b49655cc1965ad0" }, { "storm_id": "846309", "lat": 45.9989, "lon": -112.3467, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 693.0, "ebshear": 20.0, "srh01": 26.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 14.8873 }, { "name": "alignment", "value": 0.8576 }, { "name": "tau", "value": 0.2979 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0381 }, "coherence_score": 0.2979046404361725, "coherence_diagnostics": { "tau": 0.2979046404361725, "grad_tau": 0.01584772951900959, "torsion": 0.0, "alignment": 0.8576147556304932, "S_field": 0.08414307236671448, "Gamma_field": 0.4164583683013916, "S_over_Gamma": 0.20204438269138336, "Da": 24.468748092651367, "E_coh": 0.5344590544700623, "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": [ [ [ -112.37, 46.03 ], [ -112.32, 46.03 ], [ -112.31, 46.02 ], [ -112.31, 45.97 ], [ -112.32, 45.96 ], [ -112.36, 45.96 ], [ -112.38, 45.97 ], [ -112.38, 46.02 ], [ -112.37, 46.03 ] ] ] }, "raw_probability": 0.0381, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0381, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a68964e1606dab7a2146b7eeb1ff14c4917cfcceaa89f510b49655cc1965ad0" }, "receipt_sha256": "1a68964e1606dab7a2146b7eeb1ff14c4917cfcceaa89f510b49655cc1965ad0" }, { "storm_id": "846322", "lat": 37.4231, "lon": -82.2562, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1513.0, "ebshear": 20.0, "srh01": 18.0, "maxllaz": 0.004, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 46.3873 }, { "name": "alignment", "value": -0.1254 }, { "name": "tau", "value": 2.2397 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0381 }, "coherence_score": 2.2396626472473145, "coherence_diagnostics": { "tau": 2.2396626472473145, "grad_tau": 0.45697492361068726, "torsion": 0.0, "alignment": -0.12540486454963684, "S_field": 0.3712290823459625, "Gamma_field": 0.2864583432674408, "S_over_Gamma": 1.2959269285202026, "Da": 17.517993927001953, "E_coh": 0.888795793056488, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.26, 37.47 ], [ -82.2, 37.47 ], [ -82.2, 37.43 ], [ -82.18, 37.41 ], [ -82.19, 37.4 ], [ -82.23, 37.39 ], [ -82.26, 37.36 ], [ -82.32, 37.36 ], [ -82.34, 37.38 ], [ -82.33, 37.44 ], [ -82.29, 37.46 ], [ -82.27, 37.46 ], [ -82.26, 37.47 ] ] ] }, "raw_probability": 0.0381, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0381, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a68964e1606dab7a2146b7eeb1ff14c4917cfcceaa89f510b49655cc1965ad0" }, "receipt_sha256": "1a68964e1606dab7a2146b7eeb1ff14c4917cfcceaa89f510b49655cc1965ad0" }, { "storm_id": "844916", "lat": 38.2513, "lon": -84.626, "motion_east": 5.0, "motion_south": 2.4, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1634.0, "ebshear": 14.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 40.7623 }, { "name": "alignment", "value": 0.9832 }, { "name": "tau", "value": 1.629 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.038 }, "coherence_score": 1.6289788484573364, "coherence_diagnostics": { "tau": 1.6289788484573364, "grad_tau": 0.4248970150947571, "torsion": 0.0, "alignment": 0.9832420945167542, "S_field": 0.08448959141969681, "Gamma_field": 0.3772916793823242, "S_over_Gamma": 0.22393706440925598, "Da": 23.190696716308594, "E_coh": 0.6853337287902832, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.63, 38.36 ], [ -84.6, 38.36 ], [ -84.57, 38.33 ], [ -84.57, 38.28 ], [ -84.6, 38.24 ], [ -84.6, 38.21 ], [ -84.59, 38.2 ], [ -84.6, 38.14 ], [ -84.65, 38.14 ], [ -84.67, 38.16 ], [ -84.67, 38.18 ], [ -84.68, 38.19 ], [ -84.68, 38.28 ], [ -84.65, 38.34 ], [ -84.63, 38.36 ] ] ] }, "raw_probability": 0.038, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.038, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, { "storm_id": "845024", "lat": 37.6382, "lon": -81.0547, "motion_east": 1.2, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1705.0, "ebshear": 17.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 47.5123 }, { "name": "alignment", "value": 0.7266 }, { "name": "tau", "value": 2.3257 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.038 }, "coherence_score": 2.3256986141204834, "coherence_diagnostics": { "tau": 2.3256986141204834, "grad_tau": 0.4103021025657654, "torsion": 0.0, "alignment": 0.7265727519989014, "S_field": 0.6759464740753174, "Gamma_field": 0.2472916692495346, "S_over_Gamma": 2.7333977222442627, "Da": 14.951513290405273, "E_coh": 0.9487931132316589, "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": [ [ [ -81.08, 37.71 ], [ -81.03, 37.71 ], [ -81.01, 37.69 ], [ -80.97, 37.69 ], [ -80.95, 37.67 ], [ -80.95, 37.63 ], [ -80.98, 37.6 ], [ -81.04, 37.57 ], [ -81.07, 37.57 ], [ -81.08, 37.56 ], [ -81.09, 37.57 ], [ -81.12, 37.57 ], [ -81.14, 37.58 ], [ -81.14, 37.64 ], [ -81.1, 37.68 ], [ -81.1, 37.7 ], [ -81.08, 37.71 ] ] ] }, "raw_probability": 0.038, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.038, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, { "storm_id": "845861", "lat": 37.0259, "lon": -85.8235, "motion_east": 0.9, "motion_south": 3.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1809.0, "ebshear": 19.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 47.8873 }, { "name": "alignment", "value": 0.8258 }, { "name": "tau", "value": 2.7115 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.038 }, "coherence_score": 2.7115001678466797, "coherence_diagnostics": { "tau": 2.7115001678466797, "grad_tau": 0.45264652371406555, "torsion": 0.0, "alignment": 0.8257798552513123, "S_field": 0.7646242380142212, "Gamma_field": 0.2514583468437195, "S_over_Gamma": 3.0407590866088867, "Da": 15.20654010772705, "E_coh": 0.9591978788375854, "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": [ [ [ -85.8, 37.14 ], [ -85.75, 37.14 ], [ -85.75, 37.12 ], [ -85.74, 37.11 ], [ -85.75, 37.07 ], [ -85.77, 37.05 ], [ -85.8, 36.99 ], [ -85.85, 36.94 ], [ -85.84, 36.93 ], [ -85.85, 36.92 ], [ -85.88, 36.92 ], [ -85.89, 36.93 ], [ -85.89, 36.97 ], [ -85.9, 36.98 ], [ -85.87, 37.03 ], [ -85.87, 37.06 ], [ -85.8, 37.14 ] ] ] }, "raw_probability": 0.038, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.038, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, { "storm_id": "846089", "lat": 38.0033, "lon": -84.6525, "motion_east": 5.2, "motion_south": 2.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1659.0, "ebshear": 14.0, "srh01": 5.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 40.7623 }, { "name": "alignment", "value": 0.9832 }, { "name": "tau", "value": 1.629 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.038 }, "coherence_score": 1.6289788484573364, "coherence_diagnostics": { "tau": 1.6289788484573364, "grad_tau": 0.4248970150947571, "torsion": 0.0, "alignment": 0.9832420945167542, "S_field": 0.08448959141969681, "Gamma_field": 0.3772916793823242, "S_over_Gamma": 0.22393706440925598, "Da": 23.190696716308594, "E_coh": 0.6853337287902832, "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": [ [ [ -84.68, 38.06 ], [ -84.64, 38.06 ], [ -84.64, 38.05 ], [ -84.62, 38.03 ], [ -84.61, 38.01 ], [ -84.61, 37.97 ], [ -84.62, 37.95 ], [ -84.66, 37.95 ], [ -84.67, 37.94 ], [ -84.69, 37.95 ], [ -84.71, 38.01 ], [ -84.68, 38.06 ] ] ] }, "raw_probability": 0.038, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.038, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, "receipt_sha256": "cbbb3c1baa405efee90e2b5984288cb747f14ebc7abfbcc6f015d600c0d4ee1a" }, { "storm_id": "846260", "lat": 37.2093, "lon": -90.78, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2131.0, "ebshear": 16.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 28.5123 }, { "name": "alignment", "value": -0.4371 }, { "name": "tau", "value": 1.9082 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 1.908243179321289, "coherence_diagnostics": { "tau": 1.908243179321289, "grad_tau": 0.2341974377632141, "torsion": 0.0, "alignment": -0.43714332580566406, "S_field": 0.10653857886791229, "Gamma_field": 0.5931249856948853, "S_over_Gamma": 0.17962247133255005, "Da": 36.68979263305664, "E_coh": 0.7859981060028076, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.77, 37.25 ], [ -90.77, 37.22 ], [ -90.76, 37.2 ], [ -90.74, 37.19 ], [ -90.73, 37.17 ], [ -90.79, 37.17 ], [ -90.8, 37.18 ], [ -90.79, 37.19 ], [ -90.79, 37.2 ], [ -90.81, 37.21 ], [ -90.79, 37.22 ], [ -90.82, 37.24 ], [ -90.79, 37.24 ], [ -90.77, 37.25 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0377, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f299f93fcabdd15edf862f006c5285ebdf47d6d83e6787b2605f1c73d34a1fe" }, "receipt_sha256": "4f299f93fcabdd15edf862f006c5285ebdf47d6d83e6787b2605f1c73d34a1fe" }, { "storm_id": "846306", "lat": 28.916, "lon": -102.306, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1536.0, "ebshear": 13.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 28.0123 }, { "name": "alignment", "value": -0.405 }, { "name": "tau", "value": 0.7201 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 0.7200548052787781, "coherence_diagnostics": { "tau": 0.7200548052787781, "grad_tau": 0.20819303393363953, "torsion": 0.0, "alignment": -0.40501075983047485, "S_field": 0.2351824939250946, "Gamma_field": 0.4272916913032532, "S_over_Gamma": 0.5504027009010315, "Da": 24.87733268737793, "E_coh": 0.8091652393341064, "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": [ [ [ -102.3, 28.98 ], [ -102.29, 28.98 ], [ -102.29, 28.94 ], [ -102.28, 28.93 ], [ -102.28, 28.86 ], [ -102.27, 28.85 ], [ -102.28, 28.85 ], [ -102.29, 28.88 ], [ -102.31, 28.89 ], [ -102.31, 28.9 ], [ -102.33, 28.92 ], [ -102.36, 28.92 ], [ -102.36, 28.93 ], [ -102.34, 28.93 ], [ -102.3, 28.98 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0377, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f299f93fcabdd15edf862f006c5285ebdf47d6d83e6787b2605f1c73d34a1fe" }, "receipt_sha256": "4f299f93fcabdd15edf862f006c5285ebdf47d6d83e6787b2605f1c73d34a1fe" }, { "storm_id": "845524", "lat": 38.2114, "lon": -89.1345, "motion_east": 2.3, "motion_south": 4.8, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2436.0, "ebshear": 12.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.99, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 26.3873 }, { "name": "alignment", "value": 0.9734 }, { "name": "tau", "value": 1.5766 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0376 }, "coherence_score": 1.5766266584396362, "coherence_diagnostics": { "tau": 1.5766266584396362, "grad_tau": 0.27879083156585693, "torsion": 0.0, "alignment": 0.9734339714050293, "S_field": 0.05421316996216774, "Gamma_field": 0.30812501907348633, "S_over_Gamma": 0.17594537138938904, "Da": 18.597259521484375, "E_coh": 0.3820362091064453, "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": [ [ [ -89.12, 38.29 ], [ -89.11, 38.28 ], [ -89.09, 38.28 ], [ -89.07, 38.26 ], [ -89.07, 38.24 ], [ -89.06, 38.23 ], [ -89.06, 38.18 ], [ -89.07, 38.17 ], [ -89.07, 38.14 ], [ -89.08, 38.13 ], [ -89.09, 38.14 ], [ -89.15, 38.14 ], [ -89.16, 38.15 ], [ -89.23, 38.15 ], [ -89.23, 38.16 ], [ -89.25, 38.18 ], [ -89.24, 38.21 ], [ -89.22, 38.23 ], [ -89.19, 38.24 ], [ -89.15, 38.28 ], [ -89.13, 38.28 ], [ -89.12, 38.29 ] ] ] }, "raw_probability": 0.0376, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0376, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7c58029577856e3eba3f0d2a513b7fe937ba82818962be55b2f80cb44432fc1f" }, "receipt_sha256": "7c58029577856e3eba3f0d2a513b7fe937ba82818962be55b2f80cb44432fc1f" }, { "storm_id": "846225", "lat": 38.4292, "lon": -88.2108, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1729.0, "ebshear": 7.0, "srh01": 11.0, "maxllaz": 0.004, "mesh": 0.17, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 36.6373 }, { "name": "alignment", "value": 0.3206 }, { "name": "tau", "value": 1.8211 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0376 }, "coherence_score": 1.8210875988006592, "coherence_diagnostics": { "tau": 1.8210875988006592, "grad_tau": 0.2628791630268097, "torsion": 0.0, "alignment": 0.32055068016052246, "S_field": 0.5653753876686096, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 2.183267831802368, "Da": 16.141828536987305, "E_coh": 0.892203688621521, "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": [ [ [ -88.25, 38.48 ], [ -88.21, 38.48 ], [ -88.17, 38.45 ], [ -88.16, 38.43 ], [ -88.16, 38.4 ], [ -88.17, 38.38 ], [ -88.21, 38.37 ], [ -88.21, 38.39 ], [ -88.24, 38.41 ], [ -88.24, 38.43 ], [ -88.26, 38.45 ], [ -88.25, 38.48 ] ] ] }, "raw_probability": 0.0376, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0376, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7c58029577856e3eba3f0d2a513b7fe937ba82818962be55b2f80cb44432fc1f" }, "receipt_sha256": "7c58029577856e3eba3f0d2a513b7fe937ba82818962be55b2f80cb44432fc1f" }, { "storm_id": "846257", "lat": 38.6418, "lon": -83.27, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1946.0, "ebshear": 17.0, "srh01": 21.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 39.2623 }, { "name": "alignment", "value": 1.7978 }, { "name": "tau", "value": 1.707 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0375 }, "coherence_score": 1.7070469856262207, "coherence_diagnostics": { "tau": 1.7070469856262207, "grad_tau": 0.48214051127433777, "torsion": 0.0, "alignment": 1.7977961301803589, "S_field": 0.27949970960617065, "Gamma_field": 0.3022916913032532, "S_over_Gamma": 0.9246026873588562, "Da": 18.676414489746094, "E_coh": 0.813676655292511, "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": [ [ [ -83.29, 38.68 ], [ -83.24, 38.68 ], [ -83.23, 38.67 ], [ -83.23, 38.65 ], [ -83.25, 38.63 ], [ -83.25, 38.61 ], [ -83.27, 38.6 ], [ -83.3, 38.6 ], [ -83.31, 38.61 ], [ -83.31, 38.65 ], [ -83.29, 38.68 ] ] ] }, "raw_probability": 0.0375, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0375, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8d58f463f5636eab781722b3bbeda7dada8fb36a22103d428a4e79acc21ec498" }, "receipt_sha256": "8d58f463f5636eab781722b3bbeda7dada8fb36a22103d428a4e79acc21ec498" }, { "storm_id": "846365", "lat": 37.3333, "lon": -107.0033, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 540.0, "ebshear": 13.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 15.3873 }, { "name": "alignment", "value": -0.2535 }, { "name": "tau", "value": 0.2358 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 0.2357746809720993, "coherence_diagnostics": { "tau": 0.2357746809720993, "grad_tau": 0.062221821397542953, "torsion": 0.0, "alignment": -0.2535232603549957, "S_field": 0.14391225576400757, "Gamma_field": 0.7064583897590637, "S_over_Gamma": 0.2037094533443451, "Da": 45.57904052734375, "E_coh": 0.6391201019287109, "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": [ [ [ -107.03, 37.37 ], [ -107.02, 37.36 ], [ -106.99, 37.36 ], [ -106.97, 37.35 ], [ -106.96, 37.33 ], [ -106.96, 37.3 ], [ -106.97, 37.29 ], [ -107.0, 37.29 ], [ -107.02, 37.32 ], [ -107.04, 37.31 ], [ -107.05, 37.35 ], [ -107.03, 37.37 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0373, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0601885a217882214b7efc0f5665776c452c2b42ca177371f68b68fa0563713f" }, "receipt_sha256": "0601885a217882214b7efc0f5665776c452c2b42ca177371f68b68fa0563713f" }, { "storm_id": "846252", "lat": 42.885, "lon": -97.196, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2598.0, "ebshear": 32.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 32.8873 }, { "name": "alignment", "value": -0.5025 }, { "name": "tau", "value": 0.7206 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0371 }, "coherence_score": 0.7206218242645264, "coherence_diagnostics": { "tau": 0.7206218242645264, "grad_tau": 0.1008092537522316, "torsion": 0.0, "alignment": -0.5024867653846741, "S_field": 0.37119045853614807, "Gamma_field": 0.6814583539962769, "S_over_Gamma": 0.5447001457214355, "Da": 39.64708709716797, "E_coh": 0.7470945715904236, "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": [ [ [ -97.22, 42.92 ], [ -97.15, 42.92 ], [ -97.15, 42.9 ], [ -97.17, 42.88 ], [ -97.17, 42.85 ], [ -97.2, 42.85 ], [ -97.21, 42.84 ], [ -97.23, 42.86 ], [ -97.24, 42.91 ], [ -97.22, 42.92 ] ] ] }, "raw_probability": 0.0371, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0371, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8313ebcfa4a4e348afddb298175f888c55eea062884353f4f73740e990070200" }, "receipt_sha256": "8313ebcfa4a4e348afddb298175f888c55eea062884353f4f73740e990070200" }, { "storm_id": "846289", "lat": 42.9264, "lon": -97.0, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2641.0, "ebshear": 32.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 32.8873 }, { "name": "alignment", "value": -0.5025 }, { "name": "tau", "value": 0.7206 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0371 }, "coherence_score": 0.7206218242645264, "coherence_diagnostics": { "tau": 0.7206218242645264, "grad_tau": 0.1008092537522316, "torsion": 0.0, "alignment": -0.5024867653846741, "S_field": 0.37119045853614807, "Gamma_field": 0.6814583539962769, "S_over_Gamma": 0.5447001457214355, "Da": 39.64708709716797, "E_coh": 0.7470945715904236, "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": [ [ [ -97.03, 42.96 ], [ -96.93, 42.96 ], [ -96.92, 42.95 ], [ -96.92, 42.9 ], [ -96.96, 42.88 ], [ -97.04, 42.88 ], [ -97.03, 42.89 ], [ -97.03, 42.91 ], [ -97.07, 42.95 ], [ -97.04, 42.95 ], [ -97.03, 42.96 ] ] ] }, "raw_probability": 0.0371, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0371, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8313ebcfa4a4e348afddb298175f888c55eea062884353f4f73740e990070200" }, "receipt_sha256": "8313ebcfa4a4e348afddb298175f888c55eea062884353f4f73740e990070200" }, { "storm_id": "846392", "lat": 37.8789, "lon": -89.5167, "motion_east": 0.2, "motion_south": 0.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2123.0, "ebshear": 6.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.48, "flash_rate": 15.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 29.1373 }, { "name": "alignment", "value": -0.3524 }, { "name": "tau", "value": 1.8047 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0369 }, "coherence_score": 1.8046725988388062, "coherence_diagnostics": { "tau": 1.8046725988388062, "grad_tau": 0.25052058696746826, "torsion": 0.0, "alignment": -0.35237833857536316, "S_field": 0.32639557123184204, "Gamma_field": 0.33229169249534607, "S_over_Gamma": 0.9822561740875244, "Da": 20.45315933227539, "E_coh": 0.90484619140625, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.54, 37.91 ], [ -89.49, 37.91 ], [ -89.47, 37.89 ], [ -89.47, 37.85 ], [ -89.48, 37.84 ], [ -89.54, 37.84 ], [ -89.56, 37.86 ], [ -89.56, 37.9 ], [ -89.54, 37.91 ] ] ] }, "raw_probability": 0.0369, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0369, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bcef6ed7ffcc6559d2d36ecb3d5a76c0c9e270d9dd895dfa753990599f608523" }, "receipt_sha256": "bcef6ed7ffcc6559d2d36ecb3d5a76c0c9e270d9dd895dfa753990599f608523" }, { "storm_id": "846357", "lat": 41.4768, "lon": -108.5342, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 654.0, "ebshear": 22.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.28, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 19.2623 }, { "name": "alignment", "value": 1.9207 }, { "name": "tau", "value": 0.3492 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0365 }, "coherence_score": 0.3492017984390259, "coherence_diagnostics": { "tau": 0.3492017984390259, "grad_tau": 0.045633070170879364, "torsion": 0.0, "alignment": 1.9207278490066528, "S_field": 0.3409811556339264, "Gamma_field": 1.0897916555404663, "S_over_Gamma": 0.3128865659236908, "Da": 65.29440307617188, "E_coh": 0.7078387141227722, "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": [ [ [ -108.36, 41.58 ], [ -108.33, 41.58 ], [ -108.33, 41.53 ], [ -108.4, 41.47 ], [ -108.42, 41.47 ], [ -108.43, 41.46 ], [ -108.5, 41.46 ], [ -108.52, 41.44 ], [ -108.51, 41.42 ], [ -108.54, 41.39 ], [ -108.56, 41.39 ], [ -108.61, 41.42 ], [ -108.64, 41.42 ], [ -108.65, 41.41 ], [ -108.7, 41.41 ], [ -108.71, 41.42 ], [ -108.71, 41.43 ], [ -108.69, 41.45 ], [ -108.65, 41.45 ], [ -108.64, 41.44 ], [ -108.62, 41.44 ], [ -108.61, 41.46 ], [ -108.59, 41.46 ], [ -108.57, 41.5 ], [ -108.57, 41.54 ], [ -108.54, 41.54 ], [ -108.53, 41.55 ], [ -108.44, 41.55 ], [ -108.43, 41.56 ], [ -108.4, 41.56 ], [ -108.36, 41.58 ] ] ] }, "raw_probability": 0.0365, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0365, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6a0c9d2d999d0c0c3ae6336aafa76ff2747bda7ec8c6f647f0d6f748e78fdf5a" }, "receipt_sha256": "6a0c9d2d999d0c0c3ae6336aafa76ff2747bda7ec8c6f647f0d6f748e78fdf5a" }, { "storm_id": "845992", "lat": 36.7324, "lon": -77.5605, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2033.0, "ebshear": 31.0, "srh01": 25.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 40.3873 }, { "name": "alignment", "value": 1.7532 }, { "name": "tau", "value": 2.2987 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0364 }, "coherence_score": 2.298731803894043, "coherence_diagnostics": { "tau": 2.298731803894043, "grad_tau": 0.21531997621059418, "torsion": 0.0, "alignment": 1.7532047033309937, "S_field": 0.49575716257095337, "Gamma_field": 0.35729169845581055, "S_over_Gamma": 1.3875417709350586, "Da": 21.86336326599121, "E_coh": 0.9086568355560303, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.64, 36.78 ], [ -77.61, 36.78 ], [ -77.6, 36.77 ], [ -77.54, 36.76 ], [ -77.53, 36.75 ], [ -77.5, 36.75 ], [ -77.49, 36.76 ], [ -77.48, 36.75 ], [ -77.49, 36.74 ], [ -77.49, 36.71 ], [ -77.48, 36.7 ], [ -77.49, 36.69 ], [ -77.5, 36.7 ], [ -77.51, 36.69 ], [ -77.6, 36.69 ], [ -77.61, 36.7 ], [ -77.63, 36.7 ], [ -77.65, 36.71 ], [ -77.65, 36.73 ], [ -77.64, 36.74 ], [ -77.64, 36.78 ] ] ] }, "raw_probability": 0.0364, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6a87339ac493c93560f84ad717c1f24e5cfa6e6eb1565b3c1580ea5f06e997b2", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0364, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "08dacd2de48a51b1ee49294e06fce12fb227b39c71f56db272fab60cf7cb9f6a" }, "receipt_sha256": "08dacd2de48a51b1ee49294e06fce12fb227b39c71f56db272fab60cf7cb9f6a" }, { "storm_id": "845985", "lat": 38.9364, "lon": -81.9036, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1638.0, "ebshear": 13.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 37.3873 }, { "name": "alignment", "value": 0.1792 }, { "name": "tau", "value": 1.3549 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0363 }, "coherence_score": 1.3548835515975952, "coherence_diagnostics": { "tau": 1.3548835515975952, "grad_tau": 0.4233691990375519, "torsion": 0.0, "alignment": 0.179177924990654, "S_field": 0.12926378846168518, "Gamma_field": 0.3331250250339508, "S_over_Gamma": 0.3880338668823242, "Da": 20.276878356933594, "E_coh": 0.7799667716026306, "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": [ [ [ -81.91, 38.98 ], [ -81.87, 38.98 ], [ -81.85, 38.96 ], [ -81.85, 38.91 ], [ -81.88, 38.89 ], [ -81.92, 38.89 ], [ -81.94, 38.9 ], [ -81.94, 38.92 ], [ -81.93, 38.93 ], [ -81.94, 38.96 ], [ -81.91, 38.98 ] ] ] }, "raw_probability": 0.0363, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0363, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b189642514e4ce9c0f57cc643678263c38606c0f38cbc114e97a2b7cb43c33ac" }, "receipt_sha256": "b189642514e4ce9c0f57cc643678263c38606c0f38cbc114e97a2b7cb43c33ac" }, { "storm_id": "845095", "lat": 38.3092, "lon": -83.4446, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1670.0, "ebshear": 14.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 39.2623 }, { "name": "alignment", "value": 1.7978 }, { "name": "tau", "value": 1.707 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0362 }, "coherence_score": 1.7070469856262207, "coherence_diagnostics": { "tau": 1.7070469856262207, "grad_tau": 0.48214051127433777, "torsion": 0.0, "alignment": 1.7977961301803589, "S_field": 0.27949970960617065, "Gamma_field": 0.3022916913032532, "S_over_Gamma": 0.9246026873588562, "Da": 18.676414489746094, "E_coh": 0.813676655292511, "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": [ [ [ -83.43, 38.36 ], [ -83.41, 38.36 ], [ -83.4, 38.35 ], [ -83.4, 38.32 ], [ -83.42, 38.3 ], [ -83.42, 38.29 ], [ -83.45, 38.26 ], [ -83.47, 38.26 ], [ -83.48, 38.25 ], [ -83.5, 38.26 ], [ -83.5, 38.31 ], [ -83.47, 38.34 ], [ -83.43, 38.36 ] ] ] }, "raw_probability": 0.0362, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d73d6ddb7dd1a13c728ca25ff0ebbeeb9105d6c4772fe5809a6202ba3e54c090", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0362, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c95216bec54d10451f082932e95bb5d2f342594dfeddf7959e0f2b31fd4d3192" }, "receipt_sha256": "c95216bec54d10451f082932e95bb5d2f342594dfeddf7959e0f2b31fd4d3192" }, { "storm_id": "845632", "lat": 38.663, "lon": -83.468, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1845.0, "ebshear": 14.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 39.2623 }, { "name": "alignment", "value": 1.7978 }, { "name": "tau", "value": 1.707 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0362 }, "coherence_score": 1.7070469856262207, "coherence_diagnostics": { "tau": 1.7070469856262207, "grad_tau": 0.48214051127433777, "torsion": 0.0, "alignment": 1.7977961301803589, "S_field": 0.27949970960617065, "Gamma_field": 0.3022916913032532, "S_over_Gamma": 0.9246026873588562, "Da": 18.676414489746094, "E_coh": 0.813676655292511, "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": [ [ [ -83.46, 38.72 ], [ -83.41, 38.72 ], [ -83.4, 38.71 ], [ -83.4, 38.66 ], [ -83.43, 38.65 ], [ -83.49, 38.59 ], [ -83.53, 38.59 ], [ -83.55, 38.61 ], [ -83.55, 38.66 ], [ -83.46, 38.72 ] ] ] }, "raw_probability": 0.0362, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d73d6ddb7dd1a13c728ca25ff0ebbeeb9105d6c4772fe5809a6202ba3e54c090", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0362, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c95216bec54d10451f082932e95bb5d2f342594dfeddf7959e0f2b31fd4d3192" }, "receipt_sha256": "c95216bec54d10451f082932e95bb5d2f342594dfeddf7959e0f2b31fd4d3192" }, { "storm_id": "846394", "lat": 37.0167, "lon": -83.2892, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1516.0, "ebshear": 18.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 50.5123 }, { "name": "alignment", "value": 1.4141 }, { "name": "tau", "value": 2.693 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0362 }, "coherence_score": 2.693042278289795, "coherence_diagnostics": { "tau": 2.693042278289795, "grad_tau": 0.3266622722148895, "torsion": 0.0, "alignment": 1.4140859842300415, "S_field": 0.7508304715156555, "Gamma_field": 0.21062500774860382, "S_over_Gamma": 3.5647735595703125, "Da": 12.647652626037598, "E_coh": 0.9340639114379883, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.27, 37.06 ], [ -83.25, 37.05 ], [ -83.24, 36.99 ], [ -83.26, 36.98 ], [ -83.28, 36.99 ], [ -83.31, 36.97 ], [ -83.31, 36.99 ], [ -83.33, 37.01 ], [ -83.33, 37.02 ], [ -83.32, 37.04 ], [ -83.3, 37.04 ], [ -83.27, 37.06 ] ] ] }, "raw_probability": 0.0362, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d73d6ddb7dd1a13c728ca25ff0ebbeeb9105d6c4772fe5809a6202ba3e54c090", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0362, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c95216bec54d10451f082932e95bb5d2f342594dfeddf7959e0f2b31fd4d3192" }, "receipt_sha256": "c95216bec54d10451f082932e95bb5d2f342594dfeddf7959e0f2b31fd4d3192" }, { "storm_id": "845863", "lat": 36.9329, "lon": -88.6162, "motion_east": 0.2, "motion_south": 1.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2798.0, "ebshear": 15.0, "srh01": 23.0, "maxllaz": 0.006, "mesh": 0.49, "flash_rate": 13.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 32.2623 }, { "name": "alignment", "value": 0.1441 }, { "name": "tau", "value": 2.2948 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0361 }, "coherence_score": 2.29475736618042, "coherence_diagnostics": { "tau": 2.29475736618042, "grad_tau": 0.5059834718704224, "torsion": 0.0, "alignment": 0.14414314925670624, "S_field": 0.5092490911483765, "Gamma_field": 0.28562501072883606, "S_over_Gamma": 1.7829289436340332, "Da": 18.032377243041992, "E_coh": 0.9720490574836731, "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": [ [ [ -88.66, 37.01 ], [ -88.61, 37.01 ], [ -88.56, 36.97 ], [ -88.52, 36.97 ], [ -88.5, 36.96 ], [ -88.48, 36.94 ], [ -88.48, 36.89 ], [ -88.54, 36.83 ], [ -88.56, 36.83 ], [ -88.61, 36.88 ], [ -88.61, 36.91 ], [ -88.62, 36.92 ], [ -88.64, 36.92 ], [ -88.67, 36.89 ], [ -88.67, 36.88 ], [ -88.71, 36.88 ], [ -88.73, 36.92 ], [ -88.73, 36.97 ], [ -88.71, 37.0 ], [ -88.67, 37.0 ], [ -88.66, 37.01 ] ] ] }, "raw_probability": 0.0361, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "09487df691f81b2e72d688f9768223a285e0bd13bc06eb9beef55eb89c30a4bb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0361, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "de34c83ff801c821fa7ba44a8e5f31b38c656bb9d8a784194a7c3bc597120038" }, "receipt_sha256": "de34c83ff801c821fa7ba44a8e5f31b38c656bb9d8a784194a7c3bc597120038" }, { "storm_id": "846367", "lat": 36.7783, "lon": -88.69, "motion_east": 0.3, "motion_south": 1.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2709.0, "ebshear": 14.0, "srh01": 26.0, "maxllaz": 0.005, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 32.2623 }, { "name": "alignment", "value": 0.1441 }, { "name": "tau", "value": 2.2948 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.036 }, "coherence_score": 2.29475736618042, "coherence_diagnostics": { "tau": 2.29475736618042, "grad_tau": 0.5059834718704224, "torsion": 0.0, "alignment": 0.14414314925670624, "S_field": 0.5092490911483765, "Gamma_field": 0.28562501072883606, "S_over_Gamma": 1.7829289436340332, "Da": 18.032377243041992, "E_coh": 0.9720490574836731, "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": [ [ [ -88.71, 36.81 ], [ -88.66, 36.81 ], [ -88.66, 36.75 ], [ -88.67, 36.74 ], [ -88.73, 36.75 ], [ -88.71, 36.81 ] ] ] }, "raw_probability": 0.036, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.036, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "83a8e8a3c97cc86b517bbba2b535aec705c3657b6ac3ee6c82b0287e0a90c331" }, "receipt_sha256": "83a8e8a3c97cc86b517bbba2b535aec705c3657b6ac3ee6c82b0287e0a90c331" }, { "storm_id": "846390", "lat": 39.3923, "lon": -107.3062, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 698.0, "ebshear": 16.0, "srh01": 20.0, "maxllaz": 0.0, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 8.8873 }, { "name": "alignment", "value": 0.9587 }, { "name": "tau", "value": 0.2709 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0358 }, "coherence_score": 0.2708972096443176, "coherence_diagnostics": { "tau": 0.2708972096443176, "grad_tau": 0.03126939386129379, "torsion": 0.0, "alignment": 0.9587317109107971, "S_field": 0.12750759720802307, "Gamma_field": 0.5164583325386047, "S_over_Gamma": 0.2468884438276291, "Da": 31.145204544067383, "E_coh": 0.34503811597824097, "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": [ [ [ -107.34, 39.43 ], [ -107.28, 39.43 ], [ -107.27, 39.42 ], [ -107.27, 39.41 ], [ -107.29, 39.39 ], [ -107.29, 39.37 ], [ -107.28, 39.36 ], [ -107.29, 39.35 ], [ -107.32, 39.35 ], [ -107.33, 39.36 ], [ -107.33, 39.39 ], [ -107.35, 39.41 ], [ -107.34, 39.43 ] ] ] }, "raw_probability": 0.0358, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0358, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7cb9289aa2ee05846a5e70c3cbf14f717cdb190275338eeb68381044f7bae349" }, "receipt_sha256": "7cb9289aa2ee05846a5e70c3cbf14f717cdb190275338eeb68381044f7bae349" }, { "storm_id": "845022", "lat": 38.4421, "lon": -83.1557, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1906.0, "ebshear": 19.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 39.2623 }, { "name": "alignment", "value": 1.7978 }, { "name": "tau", "value": 1.707 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0356 }, "coherence_score": 1.7070469856262207, "coherence_diagnostics": { "tau": 1.7070469856262207, "grad_tau": 0.48214051127433777, "torsion": 0.0, "alignment": 1.7977961301803589, "S_field": 0.27949970960617065, "Gamma_field": 0.3022916913032532, "S_over_Gamma": 0.9246026873588562, "Da": 18.676414489746094, "E_coh": 0.813676655292511, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.14, 38.51 ], [ -83.1, 38.51 ], [ -83.09, 38.49 ], [ -83.09, 38.46 ], [ -83.11, 38.44 ], [ -83.16, 38.42 ], [ -83.18, 38.4 ], [ -83.17, 38.34 ], [ -83.24, 38.34 ], [ -83.24, 38.4 ], [ -83.18, 38.43 ], [ -83.17, 38.45 ], [ -83.17, 38.49 ], [ -83.14, 38.51 ] ] ] }, "raw_probability": 0.0356, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e980b937507fc293ec8bbd9336acf492a442cea236c66265a777df9a34e2db5a", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0356, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f46f2ca1d8588d4ca89f2aaa4a9e020fe30fc89c906ed2d2d84ad0eef3690357" }, "receipt_sha256": "f46f2ca1d8588d4ca89f2aaa4a9e020fe30fc89c906ed2d2d84ad0eef3690357" }, { "storm_id": "846123", "lat": 41.3, "lon": -105.155, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 447.0, "ebshear": 13.0, "srh01": 11.0, "maxllaz": 0.005, "mesh": 0.35, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 13.2623 }, { "name": "alignment", "value": 1.6932 }, { "name": "tau", "value": 0.4958 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0354 }, "coherence_score": 0.4958053231239319, "coherence_diagnostics": { "tau": 0.4958053231239319, "grad_tau": 0.026610147207975388, "torsion": 0.0, "alignment": 1.693202257156372, "S_field": 0.2300378680229187, "Gamma_field": 0.5847917199134827, "S_over_Gamma": 0.3933671712875366, "Da": 35.40793991088867, "E_coh": 0.7394058704376221, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.15, 41.35 ], [ -105.11, 41.35 ], [ -105.1, 41.33 ], [ -105.1, 41.29 ], [ -105.11, 41.27 ], [ -105.14, 41.25 ], [ -105.2, 41.25 ], [ -105.21, 41.26 ], [ -105.21, 41.28 ], [ -105.19, 41.3 ], [ -105.19, 41.32 ], [ -105.15, 41.35 ] ] ] }, "raw_probability": 0.0354, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1694dedd03cab3666c6028ac3c8936f3ef24e253c547bcb2b33da777ad6d9b16", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0354, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3f7061bb2649adc8157e0d9a8360459441f4167742ebb0091788b546ef165d48" }, "receipt_sha256": "3f7061bb2649adc8157e0d9a8360459441f4167742ebb0091788b546ef165d48" }, { "storm_id": "845951", "lat": 35.8963, "lon": -89.755, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2450.0, "ebshear": 15.0, "srh01": 12.0, "maxllaz": 0.004, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 31.8873 }, { "name": "alignment", "value": 1.2358 }, { "name": "tau", "value": 2.5073 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.035 }, "coherence_score": 2.507261276245117, "coherence_diagnostics": { "tau": 2.507261276245117, "grad_tau": 0.4634965658187866, "torsion": 0.0, "alignment": 1.2357908487319946, "S_field": 0.5775217413902283, "Gamma_field": 0.28062501549720764, "S_over_Gamma": 2.057983875274658, "Da": 17.417259216308594, "E_coh": 0.9218606352806091, "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": [ [ [ -89.8, 35.93 ], [ -89.72, 35.93 ], [ -89.71, 35.92 ], [ -89.71, 35.87 ], [ -89.72, 35.86 ], [ -89.78, 35.86 ], [ -89.8, 35.87 ], [ -89.8, 35.93 ] ] ] }, "raw_probability": 0.035, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7c59eede60f910e0338a2a218d6e8a8d63bee28cd984cba1c1015b7bc05316eb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.035, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d2bd639f23231b35a01df554bb29d981b18fbeb9791ecb3fad1697b0e116b468" }, "receipt_sha256": "d2bd639f23231b35a01df554bb29d981b18fbeb9791ecb3fad1697b0e116b468" }, { "storm_id": "846264", "lat": 36.4011, "lon": -89.9633, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2337.0, "ebshear": 11.0, "srh01": 15.0, "maxllaz": 0.003, "mesh": 0.3, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 31.8873 }, { "name": "alignment", "value": 1.2358 }, { "name": "tau", "value": 2.5073 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.035 }, "coherence_score": 2.507261276245117, "coherence_diagnostics": { "tau": 2.507261276245117, "grad_tau": 0.4634965658187866, "torsion": 0.0, "alignment": 1.2357908487319946, "S_field": 0.5775217413902283, "Gamma_field": 0.28062501549720764, "S_over_Gamma": 2.057983875274658, "Da": 17.417259216308594, "E_coh": 0.9218606352806091, "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": [ [ [ -89.98, 36.45 ], [ -89.92, 36.44 ], [ -89.92, 36.38 ], [ -89.93, 36.37 ], [ -89.96, 36.37 ], [ -89.98, 36.36 ], [ -90.0, 36.38 ], [ -90.0, 36.41 ], [ -89.98, 36.45 ] ] ] }, "raw_probability": 0.035, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7c59eede60f910e0338a2a218d6e8a8d63bee28cd984cba1c1015b7bc05316eb", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.035, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d2bd639f23231b35a01df554bb29d981b18fbeb9791ecb3fad1697b0e116b468" }, "receipt_sha256": "d2bd639f23231b35a01df554bb29d981b18fbeb9791ecb3fad1697b0e116b468" }, { "storm_id": "845918", "lat": 37.0542, "lon": -90.2058, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2098.0, "ebshear": 13.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.86, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 28.7623 }, { "name": "alignment", "value": -0.2541 }, { "name": "tau", "value": 2.0955 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0346 }, "coherence_score": 2.0955095291137695, "coherence_diagnostics": { "tau": 2.0955095291137695, "grad_tau": 0.40094390511512756, "torsion": 0.0, "alignment": -0.2540763020515442, "S_field": 0.4053037166595459, "Gamma_field": 0.2906250059604645, "S_over_Gamma": 1.394593358039856, "Da": 18.044736862182617, "E_coh": 0.9434189796447754, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.2, 37.11 ], [ -90.18, 37.08 ], [ -90.18, 37.04 ], [ -90.15, 37.01 ], [ -90.16, 36.99 ], [ -90.17, 37.0 ], [ -90.24, 37.0 ], [ -90.27, 37.04 ], [ -90.27, 37.07 ], [ -90.24, 37.1 ], [ -90.21, 37.1 ], [ -90.2, 37.11 ] ] ] }, "raw_probability": 0.0346, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0346, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41390d71bce0e1c627062b14a6f7c35e5988b21903aa6fe8884773a2b2476240" }, "receipt_sha256": "41390d71bce0e1c627062b14a6f7c35e5988b21903aa6fe8884773a2b2476240" }, { "storm_id": "846198", "lat": 37.1457, "lon": -86.7511, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2308.0, "ebshear": 14.0, "srh01": 15.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 44.5123 }, { "name": "alignment", "value": 0.4596 }, { "name": "tau", "value": 2.5906 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0346 }, "coherence_score": 2.590595245361328, "coherence_diagnostics": { "tau": 2.590595245361328, "grad_tau": 0.4289705157279968, "torsion": 0.0, "alignment": 0.45956099033355713, "S_field": 0.5171331763267517, "Gamma_field": 0.3031250238418579, "S_over_Gamma": 1.7060061693191528, "Da": 18.588529586791992, "E_coh": 0.9739765524864197, "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": [ [ [ -86.76, 37.21 ], [ -86.75, 37.21 ], [ -86.74, 37.21 ], [ -86.73, 37.21 ], [ -86.72, 37.21 ], [ -86.71, 37.2 ], [ -86.7, 37.2 ], [ -86.7, 37.19 ], [ -86.69, 37.18 ], [ -86.69, 37.17 ], [ -86.68, 37.16 ], [ -86.68, 37.15 ], [ -86.69, 37.14 ], [ -86.7, 37.14 ], [ -86.71, 37.14 ], [ -86.72, 37.14 ], [ -86.73, 37.13 ], [ -86.74, 37.13 ], [ -86.75, 37.12 ], [ -86.76, 37.11 ], [ -86.75, 37.1 ], [ -86.76, 37.1 ], [ -86.77, 37.1 ], [ -86.78, 37.09 ], [ -86.79, 37.09 ], [ -86.8, 37.09 ], [ -86.81, 37.09 ], [ -86.81, 37.1 ], [ -86.81, 37.11 ], [ -86.8, 37.11 ], [ -86.79, 37.11 ], [ -86.78, 37.11 ], [ -86.77, 37.1 ], [ -86.76, 37.11 ], [ -86.76, 37.12 ], [ -86.77, 37.13 ], [ -86.78, 37.14 ], [ -86.78, 37.15 ], [ -86.78, 37.16 ], [ -86.78, 37.17 ], [ -86.77, 37.18 ], [ -86.77, 37.19 ], [ -86.77, 37.2 ], [ -86.76, 37.21 ] ] ] }, "raw_probability": 0.0346, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0346, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41390d71bce0e1c627062b14a6f7c35e5988b21903aa6fe8884773a2b2476240" }, "receipt_sha256": "41390d71bce0e1c627062b14a6f7c35e5988b21903aa6fe8884773a2b2476240" }, { "storm_id": "846194", "lat": 38.249, "lon": -83.712, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1558.0, "ebshear": 15.0, "srh01": 7.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 37.3873 }, { "name": "alignment", "value": -0.0416 }, { "name": "tau", "value": 1.6595 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0344 }, "coherence_score": 1.6595442295074463, "coherence_diagnostics": { "tau": 1.6595442295074463, "grad_tau": 0.5006930828094482, "torsion": 0.0, "alignment": -0.04163886606693268, "S_field": 0.18572363257408142, "Gamma_field": 0.2822916805744171, "S_over_Gamma": 0.6579139232635498, "Da": 17.23748016357422, "E_coh": 0.8521206378936768, "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": [ [ [ -83.74, 38.28 ], [ -83.67, 38.28 ], [ -83.65, 38.26 ], [ -83.65, 38.23 ], [ -83.69, 38.2 ], [ -83.74, 38.2 ], [ -83.74, 38.24 ], [ -83.75, 38.25 ], [ -83.75, 38.27 ], [ -83.74, 38.28 ] ] ] }, "raw_probability": 0.0344, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "89ded3d18bd54848836a0efeb52944e5ad5de03fa3808b23d1add9409eb91be1", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0344, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d6c86cc32f142a0cd428321dc1f971f1cfc00080eed4b951b4d04869a7e6bb7" }, "receipt_sha256": "7d6c86cc32f142a0cd428321dc1f971f1cfc00080eed4b951b4d04869a7e6bb7" }, { "storm_id": "845297", "lat": 38.0378, "lon": -83.7511, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1724.0, "ebshear": 19.0, "srh01": 21.0, "maxllaz": 0.005, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 37.3873 }, { "name": "alignment", "value": -0.0416 }, { "name": "tau", "value": 1.6595 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0339 }, "coherence_score": 1.6595442295074463, "coherence_diagnostics": { "tau": 1.6595442295074463, "grad_tau": 0.5006930828094482, "torsion": 0.0, "alignment": -0.04163886606693268, "S_field": 0.18572363257408142, "Gamma_field": 0.2822916805744171, "S_over_Gamma": 0.6579139232635498, "Da": 17.23748016357422, "E_coh": 0.8521206378936768, "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": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.77, 38.07 ], [ -83.73, 38.07 ], [ -83.71, 38.05 ], [ -83.71, 38.01 ], [ -83.72, 38.0 ], [ -83.77, 38.0 ], [ -83.79, 38.02 ], [ -83.79, 38.05 ], [ -83.77, 38.07 ] ] ] }, "raw_probability": 0.0339, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0339, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "06ad1907bf70f18ce9f50217dbf8bb1aaa4c91a5cb9381041411c4ab028f50e3" }, "receipt_sha256": "06ad1907bf70f18ce9f50217dbf8bb1aaa4c91a5cb9381041411c4ab028f50e3" }, { "storm_id": "845662", "lat": 37.9296, "lon": -89.3342, "motion_east": 0.1, "motion_south": 0.3, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2242.0, "ebshear": 10.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.59, "flash_rate": 27.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 29.1373 }, { "name": "alignment", "value": -0.3524 }, { "name": "tau", "value": 1.8047 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0339 }, "coherence_score": 1.8046725988388062, "coherence_diagnostics": { "tau": 1.8046725988388062, "grad_tau": 0.25052058696746826, "torsion": 0.0, "alignment": -0.35237833857536316, "S_field": 0.32639557123184204, "Gamma_field": 0.33229169249534607, "S_over_Gamma": 0.9822561740875244, "Da": 20.45315933227539, "E_coh": 0.90484619140625, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.3, 38.06 ], [ -89.26, 38.06 ], [ -89.25, 38.05 ], [ -89.24, 38.01 ], [ -89.26, 37.97 ], [ -89.31, 37.95 ], [ -89.33, 37.93 ], [ -89.33, 37.89 ], [ -89.32, 37.88 ], [ -89.32, 37.86 ], [ -89.3, 37.82 ], [ -89.3, 37.79 ], [ -89.35, 37.79 ], [ -89.38, 37.82 ], [ -89.39, 37.85 ], [ -89.42, 37.88 ], [ -89.42, 37.9 ], [ -89.41, 37.91 ], [ -89.41, 37.93 ], [ -89.39, 37.95 ], [ -89.37, 37.95 ], [ -89.33, 37.98 ], [ -89.33, 38.02 ], [ -89.3, 38.06 ] ] ] }, "raw_probability": 0.0339, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0339, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "06ad1907bf70f18ce9f50217dbf8bb1aaa4c91a5cb9381041411c4ab028f50e3" }, "receipt_sha256": "06ad1907bf70f18ce9f50217dbf8bb1aaa4c91a5cb9381041411c4ab028f50e3" }, { "storm_id": "845988", "lat": 38.105, "lon": -87.4358, "motion_east": 0.0, "motion_south": 2.1, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2179.0, "ebshear": 10.0, "srh01": 4.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 36.6373 }, { "name": "alignment", "value": 0.3206 }, { "name": "tau", "value": 1.8211 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0339 }, "coherence_score": 1.8210875988006592, "coherence_diagnostics": { "tau": 1.8210875988006592, "grad_tau": 0.2628791630268097, "torsion": 0.0, "alignment": 0.32055068016052246, "S_field": 0.5653753876686096, "Gamma_field": 0.2589583396911621, "S_over_Gamma": 2.183267831802368, "Da": 16.141828536987305, "E_coh": 0.892203688621521, "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": [ [ [ -87.47, 38.15 ], [ -87.42, 38.15 ], [ -87.39, 38.12 ], [ -87.39, 38.1 ], [ -87.38, 38.09 ], [ -87.39, 38.05 ], [ -87.45, 38.04 ], [ -87.45, 38.07 ], [ -87.47, 38.09 ], [ -87.47, 38.12 ], [ -87.48, 38.13 ], [ -87.47, 38.15 ] ] ] }, "raw_probability": 0.0339, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0339, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "06ad1907bf70f18ce9f50217dbf8bb1aaa4c91a5cb9381041411c4ab028f50e3" }, "receipt_sha256": "06ad1907bf70f18ce9f50217dbf8bb1aaa4c91a5cb9381041411c4ab028f50e3" }, { "storm_id": "845774", "lat": 37.6585, "lon": -80.2436, "motion_east": 1.0, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1571.0, "ebshear": 14.0, "srh01": 23.0, "maxllaz": 0.005, "mesh": 0.03, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 44.7623 }, { "name": "alignment", "value": -0.6408 }, { "name": "tau", "value": 2.3157 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0338 }, "coherence_score": 2.315743923187256, "coherence_diagnostics": { "tau": 2.315743923187256, "grad_tau": 0.22773785889148712, "torsion": 0.0, "alignment": -0.6407829523086548, "S_field": 0.6961867809295654, "Gamma_field": 0.24812500178813934, "S_over_Gamma": 2.805790424346924, "Da": 15.015320777893066, "E_coh": 0.9410040378570557, "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": [ [ [ -80.16, 37.76 ], [ -80.13, 37.76 ], [ -80.09, 37.74 ], [ -80.08, 37.72 ], [ -80.09, 37.68 ], [ -80.12, 37.66 ], [ -80.19, 37.66 ], [ -80.21, 37.64 ], [ -80.25, 37.64 ], [ -80.27, 37.62 ], [ -80.27, 37.59 ], [ -80.28, 37.58 ], [ -80.27, 37.56 ], [ -80.28, 37.56 ], [ -80.3, 37.54 ], [ -80.36, 37.54 ], [ -80.35, 37.55 ], [ -80.35, 37.59 ], [ -80.36, 37.6 ], [ -80.34, 37.62 ], [ -80.3, 37.62 ], [ -80.27, 37.65 ], [ -80.28, 37.67 ], [ -80.25, 37.69 ], [ -80.26, 37.7 ], [ -80.28, 37.7 ], [ -80.29, 37.72 ], [ -80.27, 37.72 ], [ -80.26, 37.71 ], [ -80.25, 37.72 ], [ -80.22, 37.72 ], [ -80.2, 37.74 ], [ -80.16, 37.76 ] ] ] }, "raw_probability": 0.0338, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "789f4283c63b53b3b8cca326343ec9c4522eddc3349f51b08af4e7ffd2c9ca83", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0338, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a714fefdd2912126ca9aef43b67f152c929920bd5981859c01e248b0f39d327b" }, "receipt_sha256": "a714fefdd2912126ca9aef43b67f152c929920bd5981859c01e248b0f39d327b" }, { "storm_id": "845932", "lat": 29.4008, "lon": -96.3933, "motion_east": 4.2, "motion_south": 0.2, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2691.0, "ebshear": 10.0, "srh01": 25.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 39.0123 }, { "name": "alignment", "value": 0.1988 }, { "name": "tau", "value": 2.2898 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0333 }, "coherence_score": 2.289795160293579, "coherence_diagnostics": { "tau": 2.289795160293579, "grad_tau": 0.33237653970718384, "torsion": 0.0, "alignment": 0.1988430768251419, "S_field": 0.8349663615226746, "Gamma_field": 0.3214583396911621, "S_over_Gamma": 2.5974326133728027, "Da": 19.878183364868164, "E_coh": 0.9759463667869568, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.4, 29.44 ], [ -96.37, 29.44 ], [ -96.34, 29.41 ], [ -96.34, 29.38 ], [ -96.36, 29.35 ], [ -96.4, 29.35 ], [ -96.42, 29.37 ], [ -96.42, 29.39 ], [ -96.43, 29.4 ], [ -96.42, 29.41 ], [ -96.42, 29.43 ], [ -96.4, 29.44 ] ] ] }, "raw_probability": 0.0333, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "eaf4cb832d025b2c7e2efb8e90612ce18caf89d7edb7388eb4d912270eeaca1c", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0333, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c1ca752590a178396e6d3dc8e83d89a68681cacd01f699bb4cd0a7a08bbc9198" }, "receipt_sha256": "c1ca752590a178396e6d3dc8e83d89a68681cacd01f699bb4cd0a7a08bbc9198" }, { "storm_id": "845561", "lat": 37.5817, "lon": -86.2633, "motion_east": 3.8, "motion_south": 0.0, "valid_time": "20260708_200042 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2101.0, "ebshear": 16.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 43.1373 }, { "name": "alignment", "value": 3.4865 }, { "name": "tau", "value": 2.2245 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0297 }, "coherence_score": 2.2244653701782227, "coherence_diagnostics": { "tau": 2.2244653701782227, "grad_tau": 0.45458051562309265, "torsion": 0.0, "alignment": 3.4865224361419678, "S_field": 0.5184296369552612, "Gamma_field": 0.25979167222976685, "S_over_Gamma": 1.9955590963363647, "Da": 15.963665008544922, "E_coh": 0.9500762820243835, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.27, 37.67 ], [ -86.24, 37.67 ], [ -86.24, 37.62 ], [ -86.25, 37.6 ], [ -86.24, 37.59 ], [ -86.24, 37.57 ], [ -86.2, 37.54 ], [ -86.21, 37.52 ], [ -86.25, 37.49 ], [ -86.27, 37.51 ], [ -86.29, 37.5 ], [ -86.31, 37.51 ], [ -86.3, 37.55 ], [ -86.28, 37.58 ], [ -86.28, 37.61 ], [ -86.3, 37.62 ], [ -86.3, 37.65 ], [ -86.27, 37.67 ] ] ] }, "raw_probability": 0.0297, "confidence_lo": 0.0, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "0e8f8baf1312e01cf715839a8d3d0e6e6f96041a8cd042d69a05335856986a36", "issued_at": "2026-07-08T20:29:48Z", "raw_probability": 0.0297, "probability": 0.001202, "confidence_lo": 0.0, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "09ceeee92fe91a1451942f74f7075b0594004a2febba07eafb5cd7bba4bb551a" }, "receipt_sha256": "09ceeee92fe91a1451942f74f7075b0594004a2febba07eafb5cd7bba4bb551a" } ] }