{ "forecast_id": "to_fcst_20260709_0713", "hazard": "tornado", "issued_at": "2026-07-09T07:13:10Z", "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": 123, "top_probability": 0.0103, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "854105", "lat": 38.6756, "lon": -95.4931, "motion_east": 9.0, "motion_south": 0.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0103, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2726.0, "ebshear": 28.0, "srh01": 132.0, "maxllaz": 0.003, "mesh": 0.21, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 132.0 }, { "name": "hrrr_pwat", "value": 42.7913 }, { "name": "alignment", "value": 5.1446 }, { "name": "tau", "value": 1.1957 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5701 }, "coherence_score": 1.1957142353057861, "coherence_diagnostics": { "tau": 1.1957142353057861, "grad_tau": 0.21182997524738312, "torsion": 0.0, "alignment": 5.144556045532227, "S_field": 1.1735193729400635, "Gamma_field": 0.63984215259552, "S_over_Gamma": 1.8340764045715332, "Da": 41.878868103027344, "E_coh": 0.7730523943901062, "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": [ [ [ -95.5, 38.78 ], [ -95.45, 38.78 ], [ -95.42, 38.72 ], [ -95.42, 38.7 ], [ -95.43, 38.69 ], [ -95.43, 38.61 ], [ -95.46, 38.57 ], [ -95.52, 38.57 ], [ -95.54, 38.58 ], [ -95.54, 38.61 ], [ -95.55, 38.62 ], [ -95.54, 38.63 ], [ -95.54, 38.7 ], [ -95.53, 38.71 ], [ -95.52, 38.76 ], [ -95.5, 38.78 ] ] ] }, "raw_probability": 0.5701, "confidence_lo": 0.0072, "confidence_hi": 0.0103, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "9a8c5c1ea98a2d1ce70dc1d17fcb163ae809113709376118e3bb2e5dc0d3e240", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.5701, "probability": 0.010278, "confidence_lo": 0.007248, "confidence_hi": 0.010309, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4068854109eb3f0dd28fdf48129020e98166decfdef5bc1dbb6a8318bac5656c" }, "receipt_sha256": "4068854109eb3f0dd28fdf48129020e98166decfdef5bc1dbb6a8318bac5656c" }, { "storm_id": "854432", "lat": 39.2582, "lon": -95.3073, "motion_east": 8.3, "motion_south": 2.1, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0074, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1932.0, "ebshear": 29.0, "srh01": 131.0, "maxllaz": 0.003, "mesh": 0.87, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 131.0 }, { "name": "hrrr_pwat", "value": 51.2913 }, { "name": "alignment", "value": -17.2672 }, { "name": "tau", "value": 0.9733 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4388 }, "coherence_score": 0.9732658863067627, "coherence_diagnostics": { "tau": 0.9732658863067627, "grad_tau": 0.15002033114433289, "torsion": 0.0, "alignment": -17.267168045043945, "S_field": 0.7159115076065063, "Gamma_field": 1.0631754398345947, "S_over_Gamma": 0.6733710169792175, "Da": 69.54242706298828, "E_coh": 0.891328752040863, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.35, 39.29 ], [ -95.29, 39.29 ], [ -95.27, 39.27 ], [ -95.26, 39.27 ], [ -95.25, 39.26 ], [ -95.25, 39.22 ], [ -95.29, 39.2 ], [ -95.35, 39.23 ], [ -95.36, 39.24 ], [ -95.36, 39.28 ], [ -95.35, 39.29 ] ] ] }, "raw_probability": 0.4388, "confidence_lo": 0.0072, "confidence_hi": 0.0074, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "c1b169bccf8a3900f08c7aa02789a818985c3c24195d5b9052f26e49d2e94b6f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.4388, "probability": 0.007384, "confidence_lo": 0.007248, "confidence_hi": 0.007385, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "367b8bed5b2c570f195201dd5190c9b0d90e3b9755a98e8a3d8afe2fe25e06e7" }, "receipt_sha256": "367b8bed5b2c570f195201dd5190c9b0d90e3b9755a98e8a3d8afe2fe25e06e7" }, { "storm_id": "854302", "lat": 39.2939, "lon": -95.5011, "motion_east": 8.4, "motion_south": 2.2, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.007, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1985.0, "ebshear": 29.0, "srh01": 127.0, "maxllaz": 0.006, "mesh": 0.82, "flash_rate": 79.0, "top_features": [ { "name": "srh01", "value": 127.0 }, { "name": "hrrr_pwat", "value": 51.2913 }, { "name": "alignment", "value": -17.2672 }, { "name": "tau", "value": 0.9733 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.4145 }, "coherence_score": 0.9732658863067627, "coherence_diagnostics": { "tau": 0.9732658863067627, "grad_tau": 0.15002033114433289, "torsion": 0.0, "alignment": -17.267168045043945, "S_field": 0.7159115076065063, "Gamma_field": 1.0631754398345947, "S_over_Gamma": 0.6733710169792175, "Da": 69.54242706298828, "E_coh": 0.891328752040863, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.56, 39.38 ], [ -95.5, 39.38 ], [ -95.47, 39.36 ], [ -95.45, 39.36 ], [ -95.43, 39.35 ], [ -95.39, 39.3 ], [ -95.39, 39.29 ], [ -95.42, 39.25 ], [ -95.42, 39.2 ], [ -95.46, 39.15 ], [ -95.53, 39.15 ], [ -95.55, 39.18 ], [ -95.55, 39.24 ], [ -95.59, 39.29 ], [ -95.59, 39.33 ], [ -95.58, 39.34 ], [ -95.58, 39.36 ], [ -95.56, 39.38 ] ] ] }, "raw_probability": 0.4145, "confidence_lo": 0.0064, "confidence_hi": 0.007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3638fd3fe95fb0310cf74197f0d83b0c5f1eaa2972e94a364632afa62536665a", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.4145, "probability": 0.006978, "confidence_lo": 0.006445, "confidence_hi": 0.006982, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aabcab306cc0cfa22715dbabc7c2f2cd0525044be36685bafc201f6a9bb87aa4" }, "receipt_sha256": "aabcab306cc0cfa22715dbabc7c2f2cd0525044be36685bafc201f6a9bb87aa4" }, { "storm_id": "854278", "lat": 38.8578, "lon": -95.6606, "motion_east": 8.9, "motion_south": 2.2, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.007, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2627.0, "ebshear": 30.0, "srh01": 133.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 133.0 }, { "name": "hrrr_pwat", "value": 51.2913 }, { "name": "alignment", "value": -17.2672 }, { "name": "tau", "value": 0.9733 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.409 }, "coherence_score": 0.9732658863067627, "coherence_diagnostics": { "tau": 0.9732658863067627, "grad_tau": 0.15002033114433289, "torsion": 0.0, "alignment": -17.267168045043945, "S_field": 0.7159115076065063, "Gamma_field": 1.0631754398345947, "S_over_Gamma": 0.6733710169792175, "Da": 69.54242706298828, "E_coh": 0.891328752040863, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.73, 38.94 ], [ -95.69, 38.94 ], [ -95.66, 38.91 ], [ -95.65, 38.88 ], [ -95.62, 38.85 ], [ -95.6, 38.86 ], [ -95.59, 38.85 ], [ -95.58, 38.86 ], [ -95.6, 38.83 ], [ -95.6, 38.79 ], [ -95.61, 38.78 ], [ -95.63, 38.77 ], [ -95.66, 38.78 ], [ -95.7, 38.83 ], [ -95.74, 38.85 ], [ -95.75, 38.87 ], [ -95.75, 38.91 ], [ -95.73, 38.94 ] ] ] }, "raw_probability": 0.409, "confidence_lo": 0.0064, "confidence_hi": 0.007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "011cf437ab462dab5acb76aecc1a916e4bcf9cd29b41cfdc187056aad659729e", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.409, "probability": 0.006978, "confidence_lo": 0.006445, "confidence_hi": 0.006982, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d12e3a8740c9f379297f8923544e6ce69de3ffa2afc443a8955152788989633" }, "receipt_sha256": "5d12e3a8740c9f379297f8923544e6ce69de3ffa2afc443a8955152788989633" }, { "storm_id": "854142", "lat": 40.12, "lon": -95.3178, "motion_east": 7.5, "motion_south": 1.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0037, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1431.0, "ebshear": 40.0, "srh01": 87.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 87.0 }, { "name": "hrrr_pwat", "value": 37.1663 }, { "name": "alignment", "value": -1.5143 }, { "name": "tau", "value": 1.0103 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3343 }, "coherence_score": 1.0103119611740112, "coherence_diagnostics": { "tau": 1.0103119611740112, "grad_tau": 0.024745501577854156, "torsion": 0.0, "alignment": -1.5142898559570312, "S_field": 0.8512101769447327, "Gamma_field": 0.637342095375061, "S_over_Gamma": 1.3355624675750732, "Da": 37.90372085571289, "E_coh": 0.7766480445861816, "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": [ [ [ -95.33, 40.15 ], [ -95.26, 40.14 ], [ -95.26, 40.1 ], [ -95.27, 40.09 ], [ -95.34, 40.09 ], [ -95.36, 40.1 ], [ -95.36, 40.13 ], [ -95.35, 40.13 ], [ -95.33, 40.15 ] ] ] }, "raw_probability": 0.3343, "confidence_lo": 0.0035, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "c1a95e9b98e2c12ec3dfd607ad7f50c26816ca1f01631dc55dd9cb35d68cfe33", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.3343, "probability": 0.00366, "confidence_lo": 0.003539, "confidence_hi": 0.003661, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f84f5053fb97297cf9994ab86d4311bb1b3d1037976ab496de651f5e3bfab7e3" }, "receipt_sha256": "f84f5053fb97297cf9994ab86d4311bb1b3d1037976ab496de651f5e3bfab7e3" }, { "storm_id": "854194", "lat": 34.4872, "lon": -85.94, "motion_east": 5.3, "motion_south": 0.8, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0037, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 816.0, "ebshear": 23.0, "srh01": 66.0, "maxllaz": 0.003, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 42.9163 }, { "name": "alignment", "value": 8.1948 }, { "name": "tau", "value": 1.467 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3258 }, "coherence_score": 1.466996431350708, "coherence_diagnostics": { "tau": 1.466996431350708, "grad_tau": 0.15280038118362427, "torsion": 0.0, "alignment": 8.19480037689209, "S_field": 0.8764563798904419, "Gamma_field": 0.18734212219715118, "S_over_Gamma": 4.678373336791992, "Da": 12.346229553222656, "E_coh": 0.8019965887069702, "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": [ [ [ -85.91, 34.56 ], [ -85.86, 34.56 ], [ -85.84, 34.53 ], [ -85.84, 34.46 ], [ -85.85, 34.47 ], [ -85.87, 34.45 ], [ -85.85, 34.44 ], [ -85.85, 34.43 ], [ -85.97, 34.43 ], [ -85.98, 34.44 ], [ -86.01, 34.44 ], [ -86.05, 34.48 ], [ -86.06, 34.48 ], [ -86.06, 34.49 ], [ -86.04, 34.5 ], [ -86.03, 34.52 ], [ -85.94, 34.53 ], [ -85.91, 34.56 ] ] ] }, "raw_probability": 0.3258, "confidence_lo": 0.0035, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "af137482453d5103f072b6f8861dd5ed17e4669ac0b3c9b2a5dc7948bf5887b0", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.3258, "probability": 0.00366, "confidence_lo": 0.003539, "confidence_hi": 0.003661, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d5a932e9fa859a667e3afdf1a34da4777ddf4ecdc9daf432594099b4b373c620" }, "receipt_sha256": "d5a932e9fa859a667e3afdf1a34da4777ddf4ecdc9daf432594099b4b373c620" }, { "storm_id": "853854", "lat": 38.7578, "lon": -95.8711, "motion_east": 8.7, "motion_south": 3.4, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0037, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2875.0, "ebshear": 28.0, "srh01": 164.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 164.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2977 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "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": [ [ [ -95.88, 38.8 ], [ -95.86, 38.8 ], [ -95.82, 38.77 ], [ -95.83, 38.73 ], [ -95.86, 38.71 ], [ -95.89, 38.71 ], [ -95.91, 38.73 ], [ -95.91, 38.77 ], [ -95.88, 38.8 ] ] ] }, "raw_probability": 0.2977, "confidence_lo": 0.0035, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2b5c5669ae89f4132231bb109198e6a1052999e129584765ffdf3dfbf6b26b5d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2977, "probability": 0.00366, "confidence_lo": 0.003539, "confidence_hi": 0.003661, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "87ce66965eaaed831fc1419df9aba7291cb57b0cd39ada11c385b4718247871e" }, "receipt_sha256": "87ce66965eaaed831fc1419df9aba7291cb57b0cd39ada11c385b4718247871e" }, { "storm_id": "854220", "lat": 39.1892, "lon": -96.7833, "motion_east": 10.1, "motion_south": 3.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0037, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2852.0, "ebshear": 39.0, "srh01": 291.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 291.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2977 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.79, 39.23 ], [ -96.75, 39.2 ], [ -96.75, 39.18 ], [ -96.74, 39.17 ], [ -96.76, 39.15 ], [ -96.78, 39.16 ], [ -96.81, 39.16 ], [ -96.82, 39.17 ], [ -96.8, 39.19 ], [ -96.8, 39.21 ], [ -96.81, 39.22 ], [ -96.79, 39.23 ] ] ] }, "raw_probability": 0.2977, "confidence_lo": 0.0035, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2b5c5669ae89f4132231bb109198e6a1052999e129584765ffdf3dfbf6b26b5d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2977, "probability": 0.00366, "confidence_lo": 0.003539, "confidence_hi": 0.003661, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "87ce66965eaaed831fc1419df9aba7291cb57b0cd39ada11c385b4718247871e" }, "receipt_sha256": "87ce66965eaaed831fc1419df9aba7291cb57b0cd39ada11c385b4718247871e" }, { "storm_id": "854292", "lat": 38.748, "lon": -96.076, "motion_east": 8.2, "motion_south": 2.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0037, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3083.0, "ebshear": 28.0, "srh01": 211.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 211.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2977 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.09, 38.78 ], [ -96.06, 38.78 ], [ -96.05, 38.77 ], [ -96.05, 38.74 ], [ -96.04, 38.73 ], [ -96.06, 38.71 ], [ -96.1, 38.71 ], [ -96.11, 38.72 ], [ -96.11, 38.76 ], [ -96.09, 38.78 ] ] ] }, "raw_probability": 0.2977, "confidence_lo": 0.0035, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2b5c5669ae89f4132231bb109198e6a1052999e129584765ffdf3dfbf6b26b5d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2977, "probability": 0.00366, "confidence_lo": 0.003539, "confidence_hi": 0.003661, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "87ce66965eaaed831fc1419df9aba7291cb57b0cd39ada11c385b4718247871e" }, "receipt_sha256": "87ce66965eaaed831fc1419df9aba7291cb57b0cd39ada11c385b4718247871e" }, { "storm_id": "854418", "lat": 39.275, "lon": -95.898, "motion_east": 10.0, "motion_south": 4.4, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0036, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2403.0, "ebshear": 34.0, "srh01": 205.0, "maxllaz": 0.009, "mesh": 0.21, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 205.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.2907 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.92, 39.32 ], [ -95.87, 39.32 ], [ -95.86, 39.31 ], [ -95.86, 39.23 ], [ -95.87, 39.22 ], [ -95.9, 39.22 ], [ -95.92, 39.24 ], [ -95.93, 39.26 ], [ -95.93, 39.31 ], [ -95.92, 39.32 ] ] ] }, "raw_probability": 0.2907, "confidence_lo": 0.0028, "confidence_hi": 0.0036, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "bd254ffc0ed1f6a36afed36d8553a8b261aee3e9e49a242869e21d33e2086e02", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2907, "probability": 0.003644, "confidence_lo": 0.002803, "confidence_hi": 0.003647, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "256c4d703e364a66e54c66d55372bd82f497b2e57cdd81402275b7792dd0c031" }, "receipt_sha256": "256c4d703e364a66e54c66d55372bd82f497b2e57cdd81402275b7792dd0c031" }, { "storm_id": "854079", "lat": 39.8615, "lon": -97.3075, "motion_east": 13.1, "motion_south": 4.5, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3178.0, "ebshear": 46.0, "srh01": 287.0, "maxllaz": 0.003, "mesh": 0.26, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 287.0 }, { "name": "hrrr_pwat", "value": 43.6663 }, { "name": "alignment", "value": -1.5746 }, { "name": "tau", "value": 1.0873 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2822 }, "coherence_score": 1.087329626083374, "coherence_diagnostics": { "tau": 1.087329626083374, "grad_tau": 0.19248811900615692, "torsion": 0.0, "alignment": -1.5745693445205688, "S_field": 1.0931079387664795, "Gamma_field": 0.2131754606962204, "S_over_Gamma": 5.127737998962402, "Da": 12.914558410644531, "E_coh": 0.944542646408081, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.27, 39.96 ], [ -97.26, 39.95 ], [ -97.21, 39.94 ], [ -97.17, 39.89 ], [ -97.17, 39.87 ], [ -97.19, 39.83 ], [ -97.21, 39.81 ], [ -97.25, 39.79 ], [ -97.33, 39.8 ], [ -97.34, 39.81 ], [ -97.35, 39.8 ], [ -97.38, 39.8 ], [ -97.39, 39.79 ], [ -97.45, 39.79 ], [ -97.46, 39.8 ], [ -97.46, 39.84 ], [ -97.4, 39.9 ], [ -97.31, 39.95 ], [ -97.28, 39.95 ], [ -97.27, 39.96 ] ] ] }, "raw_probability": 0.2822, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "8ec6fd8c911df19c9ef20bb0808d1ac1c4423ea7ad5775b5fb7f281e20dc7fd3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2822, "probability": 0.003099, "confidence_lo": 0.002803, "confidence_hi": 0.0031, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1843e946ce62b31649fab28bdf772fd1433bccc1447463080aa118e4e16663ea" }, "receipt_sha256": "1843e946ce62b31649fab28bdf772fd1433bccc1447463080aa118e4e16663ea" }, { "storm_id": "854431", "lat": 39.366, "lon": -96.3707, "motion_east": 10.4, "motion_south": 4.8, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2988.0, "ebshear": 43.0, "srh01": 308.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 308.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2773 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.37, 39.43 ], [ -96.31, 39.42 ], [ -96.3, 39.4 ], [ -96.3, 39.34 ], [ -96.32, 39.31 ], [ -96.35, 39.31 ], [ -96.36, 39.32 ], [ -96.39, 39.31 ], [ -96.4, 39.32 ], [ -96.42, 39.32 ], [ -96.44, 39.34 ], [ -96.44, 39.4 ], [ -96.41, 39.42 ], [ -96.38, 39.42 ], [ -96.37, 39.43 ] ] ] }, "raw_probability": 0.2773, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "9809472895037f977a2dc31451ba47f36e9111541d4c68aac514373e70d86db5", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2773, "probability": 0.003099, "confidence_lo": 0.002803, "confidence_hi": 0.0031, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4780912eb508eeaff9c97cb1145db3aec87829928c60ac2756fa58f2bb25d19f" }, "receipt_sha256": "4780912eb508eeaff9c97cb1145db3aec87829928c60ac2756fa58f2bb25d19f" }, { "storm_id": "854430", "lat": 39.414, "lon": -97.0, "motion_east": 11.9, "motion_south": 4.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3282.0, "ebshear": 42.0, "srh01": 224.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 224.0 }, { "name": "hrrr_pwat", "value": 43.6663 }, { "name": "alignment", "value": -1.5746 }, { "name": "tau", "value": 1.0873 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2719 }, "coherence_score": 1.087329626083374, "coherence_diagnostics": { "tau": 1.087329626083374, "grad_tau": 0.19248811900615692, "torsion": 0.0, "alignment": -1.5745693445205688, "S_field": 1.0931079387664795, "Gamma_field": 0.2131754606962204, "S_over_Gamma": 5.127737998962402, "Da": 12.914558410644531, "E_coh": 0.944542646408081, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.02, 39.45 ], [ -96.98, 39.45 ], [ -96.97, 39.44 ], [ -96.96, 39.42 ], [ -96.96, 39.39 ], [ -96.98, 39.37 ], [ -97.03, 39.37 ], [ -97.04, 39.38 ], [ -97.04, 39.42 ], [ -97.02, 39.45 ] ] ] }, "raw_probability": 0.2719, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "6142a07afa163847417e57a9df16cfc6abe7a92842a7d2fcbdd511125d1f4df1", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2719, "probability": 0.003099, "confidence_lo": 0.002803, "confidence_hi": 0.0031, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f47d842f9904f357419ee012130ed4010efc822f45e9d2b56da86c0565e7882a" }, "receipt_sha256": "f47d842f9904f357419ee012130ed4010efc822f45e9d2b56da86c0565e7882a" }, { "storm_id": "854303", "lat": 39.2141, "lon": -96.1247, "motion_east": 10.2, "motion_south": 4.8, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2661.0, "ebshear": 37.0, "srh01": 255.0, "maxllaz": 0.013, "mesh": 0.6, "flash_rate": 31.0, "top_features": [ { "name": "srh01", "value": 255.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.013 } ], "model_scores": { "gbt_prob": 0.2706 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.12, 39.38 ], [ -96.1, 39.38 ], [ -96.01, 39.29 ], [ -96.0, 39.26 ], [ -95.95, 39.21 ], [ -95.93, 39.2 ], [ -95.93, 39.13 ], [ -95.96, 39.1 ], [ -96.0, 39.09 ], [ -96.02, 39.11 ], [ -96.02, 39.12 ], [ -96.06, 39.15 ], [ -96.14, 39.14 ], [ -96.18, 39.18 ], [ -96.19, 39.18 ], [ -96.21, 39.16 ], [ -96.2, 39.14 ], [ -96.21, 39.12 ], [ -96.23, 39.12 ], [ -96.25, 39.14 ], [ -96.29, 39.16 ], [ -96.29, 39.2 ], [ -96.26, 39.23 ], [ -96.22, 39.23 ], [ -96.21, 39.22 ], [ -96.19, 39.22 ], [ -96.16, 39.25 ], [ -96.14, 39.25 ], [ -96.13, 39.26 ], [ -96.12, 39.28 ], [ -96.12, 39.31 ], [ -96.14, 39.33 ], [ -96.14, 39.36 ], [ -96.12, 39.38 ] ] ] }, "raw_probability": 0.2706, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "1b5e2d21e8a2f4ffcea7820f4e7e392959da0c3322f96ed14732514f5d64d0d7", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2706, "probability": 0.003099, "confidence_lo": 0.002803, "confidence_hi": 0.0031, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d51b7ba1b45ab110640ae5e13df8c16d553c55a3844dda224650c48e34228e5a" }, "receipt_sha256": "d51b7ba1b45ab110640ae5e13df8c16d553c55a3844dda224650c48e34228e5a" }, { "storm_id": "854268", "lat": 47.8246, "lon": -105.9523, "motion_east": 7.2, "motion_south": 0.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1431.0, "ebshear": 33.0, "srh01": 86.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 86.0 }, { "name": "hrrr_pwat", "value": 14.1663 }, { "name": "alignment", "value": 4.5541 }, { "name": "tau", "value": 0.4653 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2694 }, "coherence_score": 0.46533629298210144, "coherence_diagnostics": { "tau": 0.46533629298210144, "grad_tau": 0.17534425854682922, "torsion": 0.0, "alignment": 4.554073333740234, "S_field": 0.15165938436985016, "Gamma_field": 0.22650878131389618, "S_over_Gamma": 0.6695519089698792, "Da": 12.728214263916016, "E_coh": 0.45318150520324707, "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": [ [ [ -105.93, 47.87 ], [ -105.91, 47.85 ], [ -105.92, 47.83 ], [ -105.92, 47.8 ], [ -105.93, 47.79 ], [ -105.96, 47.79 ], [ -105.97, 47.78 ], [ -105.98, 47.79 ], [ -106.0, 47.79 ], [ -106.0, 47.84 ], [ -105.98, 47.86 ], [ -105.95, 47.86 ], [ -105.93, 47.87 ] ] ] }, "raw_probability": 0.2694, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "81ea435a4e1d303ad9830d998f6868b2bb2873bbdca1eeab7009f30d4dddb7ab", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2694, "probability": 0.003099, "confidence_lo": 0.002803, "confidence_hi": 0.0031, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5e0ae47fc88df95d61792e6a4ba7a263782ad844d5faa46643bc4f9cdddf6d09" }, "receipt_sha256": "5e0ae47fc88df95d61792e6a4ba7a263782ad844d5faa46643bc4f9cdddf6d09" }, { "storm_id": "853062", "lat": 39.8385, "lon": -96.9009, "motion_east": 12.2, "motion_south": 4.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0029, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2690.0, "ebshear": 43.0, "srh01": 181.0, "maxllaz": 0.006, "mesh": 0.34, "flash_rate": 26.0, "top_features": [ { "name": "srh01", "value": 181.0 }, { "name": "hrrr_pwat", "value": 43.6663 }, { "name": "alignment", "value": -1.5746 }, { "name": "tau", "value": 1.0873 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.2556 }, "coherence_score": 1.087329626083374, "coherence_diagnostics": { "tau": 1.087329626083374, "grad_tau": 0.19248811900615692, "torsion": 0.0, "alignment": -1.5745693445205688, "S_field": 1.0931079387664795, "Gamma_field": 0.2131754606962204, "S_over_Gamma": 5.127737998962402, "Da": 12.914558410644531, "E_coh": 0.944542646408081, "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": [ [ [ -96.84, 40.05 ], [ -96.8, 40.03 ], [ -96.8, 40.01 ], [ -96.78, 39.99 ], [ -96.78, 39.98 ], [ -96.73, 39.93 ], [ -96.72, 39.91 ], [ -96.72, 39.86 ], [ -96.8, 39.75 ], [ -96.81, 39.75 ], [ -96.85, 39.72 ], [ -96.89, 39.72 ], [ -96.91, 39.7 ], [ -96.92, 39.64 ], [ -96.97, 39.58 ], [ -97.02, 39.58 ], [ -97.03, 39.59 ], [ -97.03, 39.66 ], [ -97.02, 39.67 ], [ -97.02, 39.69 ], [ -97.03, 39.7 ], [ -97.03, 39.77 ], [ -97.01, 39.81 ], [ -97.01, 39.85 ], [ -97.0, 39.86 ], [ -97.0, 39.88 ], [ -96.95, 39.93 ], [ -96.94, 39.93 ], [ -96.9, 39.96 ], [ -96.88, 39.96 ], [ -96.86, 39.98 ], [ -96.87, 39.99 ], [ -96.87, 40.03 ], [ -96.84, 40.05 ] ] ] }, "raw_probability": 0.2556, "confidence_lo": 0.0027, "confidence_hi": 0.0029, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "56f2f32863ed1eddae5fcaf72c380920c4a2b1ee2374699df7f68d3aee960dc4", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2556, "probability": 0.002903, "confidence_lo": 0.002743, "confidence_hi": 0.002904, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5453588a907b8ea06f6854f14e2c39261c18d3278d72f1139165d40ba1830464" }, "receipt_sha256": "5453588a907b8ea06f6854f14e2c39261c18d3278d72f1139165d40ba1830464" }, { "storm_id": "854151", "lat": 32.983, "lon": -88.0767, "motion_east": 5.2, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0029, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1190.0, "ebshear": 11.0, "srh01": 46.0, "maxllaz": 0.003, "mesh": 0.31, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 47.7913 }, { "name": "alignment", "value": -8.0671 }, { "name": "tau", "value": 1.2081 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2486 }, "coherence_score": 1.2080750465393066, "coherence_diagnostics": { "tau": 1.2080750465393066, "grad_tau": 0.3112800717353821, "torsion": 0.0, "alignment": -8.067076683044434, "S_field": 0.20090386271476746, "Gamma_field": 0.5690087676048279, "S_over_Gamma": 0.35307690501213074, "Da": 35.72227096557617, "E_coh": 0.612926185131073, "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": [ [ [ -88.09, 33.04 ], [ -88.08, 33.04 ], [ -88.07, 33.04 ], [ -88.06, 33.04 ], [ -88.06, 33.03 ], [ -88.06, 33.02 ], [ -88.07, 33.01 ], [ -88.06, 33.0 ], [ -88.05, 32.99 ], [ -88.04, 32.98 ], [ -88.04, 32.97 ], [ -88.04, 32.96 ], [ -88.05, 32.95 ], [ -88.06, 32.94 ], [ -88.06, 32.93 ], [ -88.06, 32.92 ], [ -88.07, 32.92 ], [ -88.08, 32.92 ], [ -88.09, 32.92 ], [ -88.1, 32.93 ], [ -88.1, 32.94 ], [ -88.1, 32.95 ], [ -88.11, 32.96 ], [ -88.11, 32.97 ], [ -88.11, 32.98 ], [ -88.11, 32.99 ], [ -88.1, 33.0 ], [ -88.09, 33.0 ], [ -88.08, 33.0 ], [ -88.07, 33.01 ], [ -88.08, 33.02 ], [ -88.09, 33.03 ], [ -88.09, 33.04 ] ] ] }, "raw_probability": 0.2486, "confidence_lo": 0.0027, "confidence_hi": 0.0029, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "88bdd3fb27ffd426be74a80b81c2fe27036c093efbf2a9607d69ea626b32dc9e", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2486, "probability": 0.002903, "confidence_lo": 0.002743, "confidence_hi": 0.002904, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bd55d9702b4fa4bd1debdef0dff4c538653a41be7b53b72721ffeea86a3a96ea" }, "receipt_sha256": "bd55d9702b4fa4bd1debdef0dff4c538653a41be7b53b72721ffeea86a3a96ea" }, { "storm_id": "854404", "lat": 34.5891, "lon": -85.7436, "motion_east": 5.2, "motion_south": 0.8, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0029, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 572.0, "ebshear": 25.0, "srh01": 59.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 42.9163 }, { "name": "alignment", "value": 8.1948 }, { "name": "tau", "value": 1.467 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2423 }, "coherence_score": 1.466996431350708, "coherence_diagnostics": { "tau": 1.466996431350708, "grad_tau": 0.15280038118362427, "torsion": 0.0, "alignment": 8.19480037689209, "S_field": 0.8764563798904419, "Gamma_field": 0.18734212219715118, "S_over_Gamma": 4.678373336791992, "Da": 12.346229553222656, "E_coh": 0.8019965887069702, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.78, 34.63 ], [ -85.72, 34.63 ], [ -85.72, 34.59 ], [ -85.7, 34.57 ], [ -85.7, 34.55 ], [ -85.72, 34.55 ], [ -85.73, 34.56 ], [ -85.78, 34.56 ], [ -85.78, 34.6 ], [ -85.77, 34.61 ], [ -85.78, 34.63 ] ] ] }, "raw_probability": 0.2423, "confidence_lo": 0.0027, "confidence_hi": 0.0029, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d50bfb49f1d9ca3e5d479656d5313ec82d16eb0d6f013a7613e309d8935cf9bd", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2423, "probability": 0.002903, "confidence_lo": 0.002743, "confidence_hi": 0.002904, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6bf5a12c84d2b6827aebefc42366bcee5c2cfb832072957c5228dd003b0e6e3e" }, "receipt_sha256": "6bf5a12c84d2b6827aebefc42366bcee5c2cfb832072957c5228dd003b0e6e3e" }, { "storm_id": "854381", "lat": 40.3325, "lon": -97.8467, "motion_east": 7.9, "motion_south": 5.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0029, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2494.0, "ebshear": 31.0, "srh01": 123.0, "maxllaz": 0.005, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 123.0 }, { "name": "hrrr_pwat", "value": 32.6663 }, { "name": "alignment", "value": -7.2981 }, { "name": "tau", "value": 0.7913 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2338 }, "coherence_score": 0.7913221716880798, "coherence_diagnostics": { "tau": 0.7913221716880798, "grad_tau": 0.21014191210269928, "torsion": 0.0, "alignment": -7.298144340515137, "S_field": 0.748117208480835, "Gamma_field": 0.6173421144485474, "S_over_Gamma": 1.2118357419967651, "Da": 38.22311782836914, "E_coh": 0.794966459274292, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.89, 40.37 ], [ -97.83, 40.37 ], [ -97.82, 40.36 ], [ -97.8, 40.36 ], [ -97.78, 40.34 ], [ -97.78, 40.29 ], [ -97.79, 40.28 ], [ -97.86, 40.28 ], [ -97.9, 40.3 ], [ -97.91, 40.32 ], [ -97.91, 40.35 ], [ -97.89, 40.37 ] ] ] }, "raw_probability": 0.2338, "confidence_lo": 0.0027, "confidence_hi": 0.0029, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "75bc8d7ff6953a93353787515d9ff11c0a9713933a0e37b596497d3d089c4ffe", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2338, "probability": 0.002903, "confidence_lo": 0.002743, "confidence_hi": 0.002904, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e47a72135a7c3897ca1dc708c28f79d61d146aa93100643b12663fe5d8912dca" }, "receipt_sha256": "e47a72135a7c3897ca1dc708c28f79d61d146aa93100643b12663fe5d8912dca" }, { "storm_id": "854356", "lat": 39.6865, "lon": -95.468, "motion_east": 8.2, "motion_south": 2.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0028, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1782.0, "ebshear": 30.0, "srh01": 74.0, "maxllaz": 0.004, "mesh": 0.37, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 74.0 }, { "name": "hrrr_pwat", "value": 41.5413 }, { "name": "alignment", "value": -0.5451 }, { "name": "tau", "value": 0.8993 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2275 }, "coherence_score": 0.8992664217948914, "coherence_diagnostics": { "tau": 0.8992664217948914, "grad_tau": 0.16109111905097961, "torsion": 0.0, "alignment": -0.5451487898826599, "S_field": 0.6148036122322083, "Gamma_field": 1.012342095375061, "S_over_Gamma": 0.6073081493377686, "Da": 64.9601058959961, "E_coh": 0.7451832890510559, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.49, 39.79 ], [ -95.45, 39.79 ], [ -95.41, 39.77 ], [ -95.35, 39.71 ], [ -95.35, 39.68 ], [ -95.36, 39.67 ], [ -95.36, 39.58 ], [ -95.37, 39.57 ], [ -95.44, 39.56 ], [ -95.45, 39.57 ], [ -95.48, 39.57 ], [ -95.5, 39.58 ], [ -95.51, 39.6 ], [ -95.6, 39.69 ], [ -95.6, 39.72 ], [ -95.58, 39.76 ], [ -95.54, 39.77 ], [ -95.53, 39.78 ], [ -95.5, 39.78 ], [ -95.49, 39.79 ] ] ] }, "raw_probability": 0.2275, "confidence_lo": 0.0023, "confidence_hi": 0.0028, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "59a6ba64467f55f0fbecdf65c79fd971ef40fcb910576fa41ad8d3322c98c15a", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2275, "probability": 0.002825, "confidence_lo": 0.002275, "confidence_hi": 0.002827, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5432a3ffc6d9fa92e5d934e56097ec6dc0fbbfa1f794c6ce7dee58e266a09030" }, "receipt_sha256": "5432a3ffc6d9fa92e5d934e56097ec6dc0fbbfa1f794c6ce7dee58e266a09030" }, { "storm_id": "854423", "lat": 33.439, "lon": -75.027, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 4563.0, "ebshear": 9.0, "srh01": 37.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 44.1663 }, { "name": "alignment", "value": -6.3913 }, { "name": "tau", "value": 3.0755 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.2236 }, "coherence_score": 3.0755109786987305, "coherence_diagnostics": { "tau": 3.0755109786987305, "grad_tau": 0.24114371836185455, "torsion": 0.0, "alignment": -6.39125919342041, "S_field": 1.2708348035812378, "Gamma_field": 0.4106754660606384, "S_over_Gamma": 3.094498872756958, "Da": 25.961414337158203, "E_coh": 0.847683310508728, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.05, 33.46 ], [ -74.97, 33.46 ], [ -74.97, 33.45 ], [ -74.98, 33.44 ], [ -75.01, 33.44 ], [ -75.04, 33.41 ], [ -75.06, 33.41 ], [ -75.07, 33.42 ], [ -75.07, 33.44 ], [ -75.05, 33.46 ] ] ] }, "raw_probability": 0.2236, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "dd8f7f0dcf8a30c8fb8ee244a71952c7ab179f2b203551be576d7cb2eb48608c", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2236, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9dac4f57b4f39f7058a831818d863b90cb77992fe2e5ff51ab86b526c5d9cee4" }, "receipt_sha256": "9dac4f57b4f39f7058a831818d863b90cb77992fe2e5ff51ab86b526c5d9cee4" }, { "storm_id": "854201", "lat": 40.5991, "lon": -101.56, "motion_east": 4.7, "motion_south": 1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1325.0, "ebshear": 30.0, "srh01": 63.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 63.0 }, { "name": "hrrr_pwat", "value": 16.1663 }, { "name": "alignment", "value": -8.3238 }, { "name": "tau", "value": 0.4617 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.223 }, "coherence_score": 0.4617063105106354, "coherence_diagnostics": { "tau": 0.4617063105106354, "grad_tau": 0.05052892491221428, "torsion": 0.0, "alignment": -8.323822975158691, "S_field": 0.228862464427948, "Gamma_field": 0.2198421210050583, "S_over_Gamma": 1.041031002998352, "Da": 13.445918083190918, "E_coh": 0.5486602187156677, "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": [ [ [ -101.59, 40.65 ], [ -101.55, 40.65 ], [ -101.52, 40.62 ], [ -101.52, 40.6 ], [ -101.51, 40.59 ], [ -101.52, 40.56 ], [ -101.56, 40.53 ], [ -101.57, 40.53 ], [ -101.62, 40.58 ], [ -101.61, 40.63 ], [ -101.59, 40.65 ] ] ] }, "raw_probability": 0.223, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "cfe75f7acfc1ac64cdeb1f0e1ac59c80499103b26e4a7292d7965a5924b69526", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.223, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6919e0ab3ad38ae7b0cdf4df3d02c3688e9c6233a9794b6163cc4d2b2ac25f05" }, "receipt_sha256": "6919e0ab3ad38ae7b0cdf4df3d02c3688e9c6233a9794b6163cc4d2b2ac25f05" }, { "storm_id": "853905", "lat": 40.0238, "lon": -97.8152, "motion_east": 11.7, "motion_south": 4.5, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3578.0, "ebshear": 43.0, "srh01": 251.0, "maxllaz": 0.003, "mesh": 0.5, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 251.0 }, { "name": "hrrr_pwat", "value": 31.7913 }, { "name": "alignment", "value": 2.7248 }, { "name": "tau", "value": 0.7028 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2086 }, "coherence_score": 0.7027759552001953, "coherence_diagnostics": { "tau": 0.7027759552001953, "grad_tau": 0.27808988094329834, "torsion": 0.0, "alignment": 2.7248098850250244, "S_field": 0.2384815365076065, "Gamma_field": 0.9123421311378479, "S_over_Gamma": 0.2613948583602905, "Da": 54.66767501831055, "E_coh": 0.1404440850019455, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.91, 40.11 ], [ -97.87, 40.11 ], [ -97.84, 40.09 ], [ -97.81, 40.09 ], [ -97.79, 40.08 ], [ -97.72, 40.0 ], [ -97.67, 39.98 ], [ -97.65, 39.96 ], [ -97.65, 39.91 ], [ -97.67, 39.9 ], [ -97.71, 39.9 ], [ -97.78, 39.98 ], [ -97.81, 39.98 ], [ -97.85, 40.01 ], [ -97.87, 40.01 ], [ -97.88, 40.02 ], [ -97.92, 40.03 ], [ -97.94, 40.05 ], [ -97.94, 40.08 ], [ -97.93, 40.1 ], [ -97.91, 40.11 ] ] ] }, "raw_probability": 0.2086, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3b126864551639e72c99f3446600528a7403d3dbcc481b9f86ad5f6e96f20c8d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2086, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "42f964fb7c626efcfb69bbcf4471bf2eda4fba24fe88aa8e217662aa5de4d30d" }, "receipt_sha256": "42f964fb7c626efcfb69bbcf4471bf2eda4fba24fe88aa8e217662aa5de4d30d" }, { "storm_id": "854354", "lat": 40.2756, "lon": -97.6778, "motion_east": 8.1, "motion_south": 5.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3071.0, "ebshear": 28.0, "srh01": 90.0, "maxllaz": 0.004, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 29.6663 }, { "name": "alignment", "value": 1.4285 }, { "name": "tau", "value": 0.9345 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2085 }, "coherence_score": 0.9345144629478455, "coherence_diagnostics": { "tau": 0.9345144629478455, "grad_tau": 0.15174703299999237, "torsion": 0.0, "alignment": 1.4285337924957275, "S_field": 0.652885913848877, "Gamma_field": 0.8823421597480774, "S_over_Gamma": 0.7399464249610901, "Da": 52.822486877441406, "E_coh": 0.8411579132080078, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.7, 40.3 ], [ -97.66, 40.3 ], [ -97.64, 40.29 ], [ -97.64, 40.25 ], [ -97.65, 40.24 ], [ -97.69, 40.24 ], [ -97.71, 40.27 ], [ -97.71, 40.29 ], [ -97.7, 40.3 ] ] ] }, "raw_probability": 0.2085, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "6a442b302c7a353855e951d7bd1c0b8b2e5ccc61734090fcee71343c2813f6b3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2085, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6f713832ae994e0d8cf34500aa6a76ad7ba290fbc00d427d81983d8846e3658c" }, "receipt_sha256": "6f713832ae994e0d8cf34500aa6a76ad7ba290fbc00d427d81983d8846e3658c" }, { "storm_id": "854088", "lat": 35.565, "lon": -75.8567, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1894.0, "ebshear": 21.0, "srh01": 104.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 104.0 }, { "name": "hrrr_pwat", "value": 47.7913 }, { "name": "alignment", "value": 3.0374 }, { "name": "tau", "value": 2.2099 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2034 }, "coherence_score": 2.2098567485809326, "coherence_diagnostics": { "tau": 2.2098567485809326, "grad_tau": 0.7425745725631714, "torsion": 0.0, "alignment": 3.0373871326446533, "S_field": 0.6610733866691589, "Gamma_field": 0.3865087926387787, "S_over_Gamma": 1.7103708982467651, "Da": 25.59123420715332, "E_coh": 0.8000154495239258, "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": [ [ [ -75.88, 35.62 ], [ -75.84, 35.62 ], [ -75.81, 35.59 ], [ -75.79, 35.55 ], [ -75.79, 35.52 ], [ -75.84, 35.52 ], [ -75.85, 35.51 ], [ -75.89, 35.54 ], [ -75.9, 35.54 ], [ -75.9, 35.57 ], [ -75.91, 35.58 ], [ -75.88, 35.62 ] ] ] }, "raw_probability": 0.2034, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "adb30b46f14e09fe5712a27d07f02b1bb0b105998c7d7520f852919f5c80f1dd", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.2034, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2e80682bb6dc051bd9ef8fc75e08cc2dc9237e53e5d157bd39b8987a8817964" }, "receipt_sha256": "e2e80682bb6dc051bd9ef8fc75e08cc2dc9237e53e5d157bd39b8987a8817964" }, { "storm_id": "854115", "lat": 35.1329, "lon": -76.1143, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2131.0, "ebshear": 20.0, "srh01": 87.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 87.0 }, { "name": "hrrr_pwat", "value": 47.7913 }, { "name": "alignment", "value": 3.0374 }, { "name": "tau", "value": 2.2099 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1951 }, "coherence_score": 2.2098567485809326, "coherence_diagnostics": { "tau": 2.2098567485809326, "grad_tau": 0.7425745725631714, "torsion": 0.0, "alignment": 3.0373871326446533, "S_field": 0.6610733866691589, "Gamma_field": 0.3865087926387787, "S_over_Gamma": 1.7103708982467651, "Da": 25.59123420715332, "E_coh": 0.8000154495239258, "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": [ [ [ -76.1, 35.16 ], [ -76.09, 35.15 ], [ -76.09, 35.1 ], [ -76.13, 35.1 ], [ -76.15, 35.11 ], [ -76.14, 35.15 ], [ -76.1, 35.16 ] ] ] }, "raw_probability": 0.1951, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "eaf39c27b8edf4bb98335a0f543fe6afc7ef7111bd7c19eb7d3ee3c0edc002fd", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1951, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c47472b11862435f569f1614cc2525b89d6b636a9ff805d5764c4cff476b8b3c" }, "receipt_sha256": "c47472b11862435f569f1614cc2525b89d6b636a9ff805d5764c4cff476b8b3c" }, { "storm_id": "854293", "lat": 38.8647, "lon": -96.4293, "motion_east": 7.1, "motion_south": 0.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3147.0, "ebshear": 29.0, "srh01": 255.0, "maxllaz": 0.009, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 255.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": 5.7818 }, { "name": "tau", "value": 1.0519 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.1941 }, "coherence_score": 1.051933765411377, "coherence_diagnostics": { "tau": 1.051933765411377, "grad_tau": 0.08680106699466705, "torsion": 0.0, "alignment": 5.781771183013916, "S_field": 1.0231226682662964, "Gamma_field": 0.6623421907424927, "S_over_Gamma": 1.5447040796279907, "Da": 41.928375244140625, "E_coh": 0.8704090118408203, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.4, 38.97 ], [ -96.38, 38.97 ], [ -96.37, 38.95 ], [ -96.4, 38.92 ], [ -96.42, 38.88 ], [ -96.42, 38.8 ], [ -96.38, 38.74 ], [ -96.4, 38.72 ], [ -96.44, 38.72 ], [ -96.47, 38.78 ], [ -96.51, 38.83 ], [ -96.51, 38.89 ], [ -96.49, 38.91 ], [ -96.45, 38.92 ], [ -96.4, 38.97 ] ] ] }, "raw_probability": 0.1941, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "f49e23ebbe12ebc05b85a147e17b7e1280e1184b2d02bdf74d5ddb44e85b6506", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1941, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4eccd5af546792e2514766c8bd7e4300cf419080d1b6abbd94b2144c598cc862" }, "receipt_sha256": "4eccd5af546792e2514766c8bd7e4300cf419080d1b6abbd94b2144c598cc862" }, { "storm_id": "854140", "lat": 48.3081, "lon": -105.9204, "motion_east": 8.1, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1766.0, "ebshear": 40.0, "srh01": 131.0, "maxllaz": 0.004, "mesh": 0.83, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 131.0 }, { "name": "hrrr_pwat", "value": 19.6663 }, { "name": "alignment", "value": 2.6459 }, { "name": "tau", "value": 0.2641 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1916 }, "coherence_score": 0.26411354541778564, "coherence_diagnostics": { "tau": 0.26411354541778564, "grad_tau": 0.23764550685882568, "torsion": 0.0, "alignment": 2.6458959579467773, "S_field": 0.22499339282512665, "Gamma_field": 1.0556753873825073, "S_over_Gamma": 0.21312743425369263, "Da": 61.1254768371582, "E_coh": 0.5008192658424377, "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": [ [ [ -106.01, 48.41 ], [ -105.99, 48.4 ], [ -105.95, 48.4 ], [ -105.93, 48.38 ], [ -105.91, 48.38 ], [ -105.9, 48.37 ], [ -105.85, 48.37 ], [ -105.81, 48.35 ], [ -105.81, 48.33 ], [ -105.8, 48.32 ], [ -105.8, 48.27 ], [ -105.81, 48.26 ], [ -105.81, 48.23 ], [ -105.84, 48.19 ], [ -105.86, 48.18 ], [ -105.92, 48.18 ], [ -105.95, 48.21 ], [ -105.99, 48.21 ], [ -106.01, 48.23 ], [ -106.01, 48.25 ], [ -105.97, 48.28 ], [ -105.97, 48.31 ], [ -105.98, 48.33 ], [ -106.02, 48.36 ], [ -106.02, 48.4 ], [ -106.01, 48.41 ] ] ] }, "raw_probability": 0.1916, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d914f12407df631978838044f57366679d4807ba375880715b8425c80c1b34c5", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1916, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9f8bdb52d29c4c57c807f7d8508de82c9627b9e1eec70a0b44b27392ad98ece0" }, "receipt_sha256": "9f8bdb52d29c4c57c807f7d8508de82c9627b9e1eec70a0b44b27392ad98ece0" }, { "storm_id": "854434", "lat": 33.003, "lon": -87.952, "motion_east": 5.2, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1194.0, "ebshear": 12.0, "srh01": 42.0, "maxllaz": 0.001, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 47.7913 }, { "name": "alignment", "value": -8.0671 }, { "name": "tau", "value": 1.2081 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1891 }, "coherence_score": 1.2080750465393066, "coherence_diagnostics": { "tau": 1.2080750465393066, "grad_tau": 0.3112800717353821, "torsion": 0.0, "alignment": -8.067076683044434, "S_field": 0.20090386271476746, "Gamma_field": 0.5690087676048279, "S_over_Gamma": 0.35307690501213074, "Da": 35.72227096557617, "E_coh": 0.612926185131073, "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": [ [ [ -87.96, 33.03 ], [ -87.94, 33.03 ], [ -87.93, 33.02 ], [ -87.93, 33.0 ], [ -87.92, 32.99 ], [ -87.93, 32.97 ], [ -87.97, 32.97 ], [ -87.99, 32.98 ], [ -87.99, 33.01 ], [ -87.96, 33.03 ] ] ] }, "raw_probability": 0.1891, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "39e6a6077352dc474f31d6717ec1de63efa6333a0fb5e8159d5ffbf580f935a0", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1891, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0f21246377f389f437bcc4a24584805a61225fe3a20a8f16020fe0d5ffad0297" }, "receipt_sha256": "0f21246377f389f437bcc4a24584805a61225fe3a20a8f16020fe0d5ffad0297" }, { "storm_id": "854283", "lat": 49.2244, "lon": -107.9467, "motion_east": 7.3, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2630.0, "ebshear": 45.0, "srh01": 116.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 116.0 }, { "name": "hrrr_pwat", "value": 19.7913 }, { "name": "alignment", "value": 2.0935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1873 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23005136847496033, "torsion": 0.0, "alignment": 2.093486785888672, "S_field": 0.5693677067756653, "Gamma_field": 0.46400877833366394, "S_over_Gamma": 1.2270623445510864, "Da": 26.41521644592285, "E_coh": 0.8029617071151733, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.96, 49.26 ], [ -107.94, 49.26 ], [ -107.9, 49.24 ], [ -107.91, 49.2 ], [ -107.93, 49.18 ], [ -107.96, 49.18 ], [ -107.98, 49.2 ], [ -107.98, 49.24 ], [ -107.96, 49.26 ] ] ] }, "raw_probability": 0.1873, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3679a2c72bf4b60ff2956f3b7638609cc079d8d06e1d15ce400281e8c343f59c", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1873, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3b99679fc615c994971c059d30ebbd5cb250fc5dc32754ed6ce8c7ceade7d3ae" }, "receipt_sha256": "3b99679fc615c994971c059d30ebbd5cb250fc5dc32754ed6ce8c7ceade7d3ae" }, { "storm_id": "853821", "lat": 47.9142, "lon": -106.2032, "motion_east": 7.1, "motion_south": 0.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1505.0, "ebshear": 31.0, "srh01": 98.0, "maxllaz": 0.004, "mesh": 0.35, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 98.0 }, { "name": "hrrr_pwat", "value": 14.1663 }, { "name": "alignment", "value": 9.3944 }, { "name": "tau", "value": 0.4048 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1866 }, "coherence_score": 0.40475985407829285, "coherence_diagnostics": { "tau": 0.40475985407829285, "grad_tau": 0.13523045182228088, "torsion": 0.0, "alignment": 9.394384384155273, "S_field": 0.10384047031402588, "Gamma_field": 0.3523421585559845, "S_over_Gamma": 0.29471486806869507, "Da": 18.68545150756836, "E_coh": 0.5206761956214905, "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": [ [ [ -106.31, 47.97 ], [ -106.28, 47.95 ], [ -106.18, 47.95 ], [ -106.17, 47.96 ], [ -106.11, 47.96 ], [ -106.08, 47.93 ], [ -106.08, 47.92 ], [ -106.09, 47.91 ], [ -106.09, 47.89 ], [ -106.12, 47.86 ], [ -106.2, 47.86 ], [ -106.21, 47.87 ], [ -106.22, 47.86 ], [ -106.23, 47.87 ], [ -106.28, 47.87 ], [ -106.3, 47.89 ], [ -106.29, 47.93 ], [ -106.31, 47.95 ], [ -106.31, 47.97 ] ] ] }, "raw_probability": 0.1866, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "0950cd2d6074799aa74249cdab285bbb39bc03059ab9edb32430c93cde3da9e8", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1866, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b44295f6ce49e825d27c2e748eca37636fdb938121ad4396cc5f2748d9b4d725" }, "receipt_sha256": "b44295f6ce49e825d27c2e748eca37636fdb938121ad4396cc5f2748d9b4d725" }, { "storm_id": "854260", "lat": 49.8264, "lon": -108.3245, "motion_east": 7.4, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2126.0, "ebshear": 35.0, "srh01": 144.0, "maxllaz": 0.002, "mesh": 0.33, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 144.0 }, { "name": "hrrr_pwat", "value": 7.5413 }, { "name": "alignment", "value": 1.5935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1857 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21432048082351685, "torsion": 0.0, "alignment": 1.5934867858886719, "S_field": 0.1030915156006813, "Gamma_field": 0.3406754732131958, "S_over_Gamma": 0.3026091456413269, "Da": 19.430889129638672, "E_coh": 0.37511295080184937, "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": [ [ [ -108.35, 49.87 ], [ -108.33, 49.86 ], [ -108.3, 49.86 ], [ -108.27, 49.83 ], [ -108.27, 49.8 ], [ -108.28, 49.8 ], [ -108.31, 49.77 ], [ -108.34, 49.77 ], [ -108.39, 49.81 ], [ -108.38, 49.85 ], [ -108.35, 49.87 ] ] ] }, "raw_probability": 0.1857, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "62ffefd7d0d30f57945514dc194946f7c2ebee051e4abe7f2c8209e2e1b1e3a3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1857, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "20bb2087c354799c15e7c81ea39ed6232dcf8fb09750e468059102acd72d06a6" }, "receipt_sha256": "20bb2087c354799c15e7c81ea39ed6232dcf8fb09750e468059102acd72d06a6" }, { "storm_id": "854376", "lat": 49.4711, "lon": -108.4311, "motion_east": 7.4, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2165.0, "ebshear": 41.0, "srh01": 159.0, "maxllaz": 0.001, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 159.0 }, { "name": "hrrr_pwat", "value": 7.5413 }, { "name": "alignment", "value": 1.5935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1857 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21432048082351685, "torsion": 0.0, "alignment": 1.5934867858886719, "S_field": 0.1030915156006813, "Gamma_field": 0.3406754732131958, "S_over_Gamma": 0.3026091456413269, "Da": 19.430889129638672, "E_coh": 0.37511295080184937, "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": [ [ [ -108.44, 49.5 ], [ -108.42, 49.5 ], [ -108.4, 49.48 ], [ -108.4, 49.45 ], [ -108.41, 49.44 ], [ -108.45, 49.44 ], [ -108.46, 49.45 ], [ -108.46, 49.48 ], [ -108.44, 49.5 ] ] ] }, "raw_probability": 0.1857, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "62ffefd7d0d30f57945514dc194946f7c2ebee051e4abe7f2c8209e2e1b1e3a3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1857, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "20bb2087c354799c15e7c81ea39ed6232dcf8fb09750e468059102acd72d06a6" }, "receipt_sha256": "20bb2087c354799c15e7c81ea39ed6232dcf8fb09750e468059102acd72d06a6" }, { "storm_id": "853264", "lat": 49.68, "lon": -108.036, "motion_east": 7.4, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2407.0, "ebshear": 36.0, "srh01": 119.0, "maxllaz": 0.006, "mesh": 1.35, "flash_rate": 40.0, "top_features": [ { "name": "srh01", "value": 119.0 }, { "name": "hrrr_pwat", "value": 19.7913 }, { "name": "alignment", "value": 2.0935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1788 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23005136847496033, "torsion": 0.0, "alignment": 2.093486785888672, "S_field": 0.5693677067756653, "Gamma_field": 0.46400877833366394, "S_over_Gamma": 1.2270623445510864, "Da": 26.41521644592285, "E_coh": 0.8029617071151733, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.15, 49.8 ], [ -108.11, 49.8 ], [ -108.09, 49.78 ], [ -108.09, 49.74 ], [ -108.07, 49.72 ], [ -108.06, 49.72 ], [ -108.04, 49.74 ], [ -108.04, 49.76 ], [ -108.02, 49.78 ], [ -107.95, 49.78 ], [ -107.94, 49.77 ], [ -107.84, 49.77 ], [ -107.83, 49.78 ], [ -107.75, 49.78 ], [ -107.74, 49.77 ], [ -107.7, 49.76 ], [ -107.69, 49.75 ], [ -107.69, 49.72 ], [ -107.73, 49.69 ], [ -107.83, 49.69 ], [ -107.84, 49.68 ], [ -107.86, 49.68 ], [ -107.87, 49.67 ], [ -107.93, 49.66 ], [ -107.96, 49.64 ], [ -107.98, 49.64 ], [ -108.07, 49.59 ], [ -108.15, 49.51 ], [ -108.15, 49.5 ], [ -108.17, 49.48 ], [ -108.21, 49.47 ], [ -108.22, 49.46 ], [ -108.24, 49.46 ], [ -108.28, 49.54 ], [ -108.3, 49.56 ], [ -108.34, 49.58 ], [ -108.34, 49.64 ], [ -108.29, 49.69 ], [ -108.27, 49.7 ], [ -108.21, 49.7 ], [ -108.18, 49.73 ], [ -108.18, 49.76 ], [ -108.15, 49.8 ] ] ] }, "raw_probability": 0.1788, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "5680d43b88e5b513459a47064911840bde1bfd86173c864357142aa39cf585d9", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1788, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd0453f28c897eab0fc1812658b54ea13319ab4975922856738719db9144c4ab" }, "receipt_sha256": "fd0453f28c897eab0fc1812658b54ea13319ab4975922856738719db9144c4ab" }, { "storm_id": "854346", "lat": 38.5978, "lon": -96.1444, "motion_east": 6.2, "motion_south": 0.4, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3479.0, "ebshear": 27.0, "srh01": 225.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 225.0 }, { "name": "hrrr_pwat", "value": 43.4163 }, { "name": "alignment", "value": 9.7048 }, { "name": "tau", "value": 0.9571 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1747 }, "coherence_score": 0.95713871717453, "coherence_diagnostics": { "tau": 0.95713871717453, "grad_tau": 0.27336689829826355, "torsion": 0.0, "alignment": 9.704833984375, "S_field": 0.830959677696228, "Gamma_field": 0.8473421931266785, "S_over_Gamma": 0.9806659817695618, "Da": 50.97601318359375, "E_coh": 0.7511688470840454, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.15, 38.65 ], [ -96.12, 38.65 ], [ -96.1, 38.63 ], [ -96.1, 38.58 ], [ -96.13, 38.54 ], [ -96.17, 38.53 ], [ -96.19, 38.55 ], [ -96.19, 38.6 ], [ -96.15, 38.65 ] ] ] }, "raw_probability": 0.1747, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "a8f07eb0a9dc063313370e72614925c560159f9c32d5413f1cef78d3139eb068", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1747, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1502cc6da961f3573e46f22071e528bcbf1428520882611858afda0fb6445f17" }, "receipt_sha256": "1502cc6da961f3573e46f22071e528bcbf1428520882611858afda0fb6445f17" }, { "storm_id": "853674", "lat": 49.4644, "lon": -107.8544, "motion_east": 7.4, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2402.0, "ebshear": 37.0, "srh01": 114.0, "maxllaz": 0.002, "mesh": 0.56, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 114.0 }, { "name": "hrrr_pwat", "value": 19.7913 }, { "name": "alignment", "value": 2.0935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1679 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23005136847496033, "torsion": 0.0, "alignment": 2.093486785888672, "S_field": 0.5693677067756653, "Gamma_field": 0.46400877833366394, "S_over_Gamma": 1.2270623445510864, "Da": 26.41521644592285, "E_coh": 0.8029617071151733, "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": [ [ [ -107.79, 49.53 ], [ -107.76, 49.53 ], [ -107.75, 49.52 ], [ -107.75, 49.48 ], [ -107.78, 49.46 ], [ -107.8, 49.46 ], [ -107.83, 49.43 ], [ -107.83, 49.41 ], [ -107.86, 49.36 ], [ -107.9, 49.35 ], [ -107.98, 49.41 ], [ -107.99, 49.43 ], [ -107.99, 49.48 ], [ -107.97, 49.5 ], [ -107.89, 49.5 ], [ -107.88, 49.49 ], [ -107.84, 49.49 ], [ -107.79, 49.53 ] ] ] }, "raw_probability": 0.1679, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d7803f3de6f9cf0317b783052c2e0d950faa700bec5c592a8c30bd18dd008a12", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1679, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e5c74c41160b4e8b6259a199f477ced02e6a1e712c506b84f90aeaad015be56a" }, "receipt_sha256": "e5c74c41160b4e8b6259a199f477ced02e6a1e712c506b84f90aeaad015be56a" }, { "storm_id": "854373", "lat": 38.2838, "lon": -96.6204, "motion_east": 5.7, "motion_south": 0.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3109.0, "ebshear": 23.0, "srh01": 169.0, "maxllaz": 0.004, "mesh": 0.23, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 169.0 }, { "name": "hrrr_pwat", "value": 43.4163 }, { "name": "alignment", "value": 9.7048 }, { "name": "tau", "value": 0.9571 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1646 }, "coherence_score": 0.95713871717453, "coherence_diagnostics": { "tau": 0.95713871717453, "grad_tau": 0.27336689829826355, "torsion": 0.0, "alignment": 9.704833984375, "S_field": 0.830959677696228, "Gamma_field": 0.8473421931266785, "S_over_Gamma": 0.9806659817695618, "Da": 50.97601318359375, "E_coh": 0.7511688470840454, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.8, 38.66 ], [ -96.76, 38.66 ], [ -96.69, 38.62 ], [ -96.68, 38.57 ], [ -96.7, 38.55 ], [ -96.7, 38.52 ], [ -96.69, 38.51 ], [ -96.69, 38.49 ], [ -96.68, 38.48 ], [ -96.67, 38.44 ], [ -96.65, 38.42 ], [ -96.59, 38.39 ], [ -96.49, 38.3 ], [ -96.49, 38.25 ], [ -96.5, 38.24 ], [ -96.5, 38.21 ], [ -96.47, 38.17 ], [ -96.44, 38.16 ], [ -96.42, 38.14 ], [ -96.42, 38.09 ], [ -96.43, 38.08 ], [ -96.44, 38.0 ], [ -96.48, 37.96 ], [ -96.52, 37.96 ], [ -96.56, 37.92 ], [ -96.58, 37.92 ], [ -96.59, 37.93 ], [ -96.59, 37.96 ], [ -96.58, 37.96 ], [ -96.55, 37.99 ], [ -96.54, 38.03 ], [ -96.52, 38.05 ], [ -96.52, 38.07 ], [ -96.54, 38.09 ], [ -96.55, 38.09 ], [ -96.59, 38.14 ], [ -96.59, 38.24 ], [ -96.61, 38.26 ], [ -96.64, 38.26 ], [ -96.68, 38.3 ], [ -96.7, 38.38 ], [ -96.73, 38.41 ], [ -96.75, 38.41 ], [ -96.75, 38.42 ], [ -96.81, 38.49 ], [ -96.81, 38.52 ], [ -96.86, 38.56 ], [ -96.86, 38.61 ], [ -96.82, 38.65 ], [ -96.8, 38.66 ] ] ] }, "raw_probability": 0.1646, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "0bf17162105d27e72569c5e2889aae6ef661bd762a6ba9c0ba8b06248644a663", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1646, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b1f90c1f8c78deba06bd6a7a7322452025d965dca9ccfb52318393060819c771" }, "receipt_sha256": "b1f90c1f8c78deba06bd6a7a7322452025d965dca9ccfb52318393060819c771" }, { "storm_id": "854067", "lat": 34.4933, "lon": -86.3507, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 720.0, "ebshear": 17.0, "srh01": 61.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 42.9163 }, { "name": "alignment", "value": 8.1948 }, { "name": "tau", "value": 1.467 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1633 }, "coherence_score": 1.466996431350708, "coherence_diagnostics": { "tau": 1.466996431350708, "grad_tau": 0.15280038118362427, "torsion": 0.0, "alignment": 8.19480037689209, "S_field": 0.8764563798904419, "Gamma_field": 0.18734212219715118, "S_over_Gamma": 4.678373336791992, "Da": 12.346229553222656, "E_coh": 0.8019965887069702, "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": [ [ [ -86.38, 34.55 ], [ -86.33, 34.55 ], [ -86.32, 34.54 ], [ -86.32, 34.51 ], [ -86.31, 34.5 ], [ -86.31, 34.47 ], [ -86.3, 34.45 ], [ -86.33, 34.45 ], [ -86.34, 34.46 ], [ -86.37, 34.46 ], [ -86.38, 34.45 ], [ -86.39, 34.46 ], [ -86.4, 34.48 ], [ -86.4, 34.52 ], [ -86.38, 34.55 ] ] ] }, "raw_probability": 0.1633, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "e8b9a9546611c2c90fd9ddd120b5d6375c2d2c3365c2987944cf13d866086716", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1633, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "295f54a289c41dc2eba0cd3ecfa55a8eb01a9c1884321db237df19ace838a67a" }, "receipt_sha256": "295f54a289c41dc2eba0cd3ecfa55a8eb01a9c1884321db237df19ace838a67a" }, { "storm_id": "854316", "lat": 49.377, "lon": -107.414, "motion_east": 6.9, "motion_south": 1.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2447.0, "ebshear": 39.0, "srh01": 113.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 113.0 }, { "name": "hrrr_pwat", "value": 19.7913 }, { "name": "alignment", "value": 2.0935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1606 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23005136847496033, "torsion": 0.0, "alignment": 2.093486785888672, "S_field": 0.5693677067756653, "Gamma_field": 0.46400877833366394, "S_over_Gamma": 1.2270623445510864, "Da": 26.41521644592285, "E_coh": 0.8029617071151733, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.42, 49.41 ], [ -107.39, 49.41 ], [ -107.38, 49.4 ], [ -107.38, 49.35 ], [ -107.39, 49.34 ], [ -107.42, 49.34 ], [ -107.44, 49.36 ], [ -107.45, 49.36 ], [ -107.45, 49.39 ], [ -107.42, 49.41 ] ] ] }, "raw_probability": 0.1606, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2d9b3ef00358fc01063e7d48ecefc79ede57cc5ffc7b1493c9c5d254040adc8f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1606, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f1de0dcedcb1093f6cebd973e04c129da8d56aa7412412abe89f32dc28b9713f" }, "receipt_sha256": "f1de0dcedcb1093f6cebd973e04c129da8d56aa7412412abe89f32dc28b9713f" }, { "storm_id": "854414", "lat": 49.0367, "lon": -108.3772, "motion_east": 6.9, "motion_south": 1.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1814.0, "ebshear": 33.0, "srh01": 89.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 89.0 }, { "name": "hrrr_pwat", "value": 7.5413 }, { "name": "alignment", "value": 1.5935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1564 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21432048082351685, "torsion": 0.0, "alignment": 1.5934867858886719, "S_field": 0.1030915156006813, "Gamma_field": 0.3406754732131958, "S_over_Gamma": 0.3026091456413269, "Da": 19.430889129638672, "E_coh": 0.37511295080184937, "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, 49.09 ], [ -108.28, 49.07 ], [ -108.28, 49.06 ], [ -108.3, 49.04 ], [ -108.31, 49.04 ], [ -108.33, 49.01 ], [ -108.35, 49.01 ], [ -108.38, 48.99 ], [ -108.41, 48.99 ], [ -108.42, 48.98 ], [ -108.47, 48.98 ], [ -108.53, 49.01 ], [ -108.52, 49.03 ], [ -108.52, 49.06 ], [ -108.39, 49.06 ], [ -108.38, 49.07 ], [ -108.32, 49.08 ], [ -108.3, 49.09 ] ] ] }, "raw_probability": 0.1564, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "6be9b0431fd9ec47cf78bb453e7c0981fe09a864208fed3d676d4be625076b55", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1564, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ee81a1cbc7ca3a759fff1358931f31f25de9574b7973157f2e430bf4553b49fd" }, "receipt_sha256": "ee81a1cbc7ca3a759fff1358931f31f25de9574b7973157f2e430bf4553b49fd" }, { "storm_id": "854163", "lat": 35.8106, "lon": -76.3694, "motion_east": 5.2, "motion_south": 2.1, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2352.0, "ebshear": 18.0, "srh01": 94.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 94.0 }, { "name": "hrrr_pwat", "value": 34.1663 }, { "name": "alignment", "value": 3.7936 }, { "name": "tau", "value": 1.4257 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1549 }, "coherence_score": 1.4256834983825684, "coherence_diagnostics": { "tau": 1.4256834983825684, "grad_tau": 0.15230056643486023, "torsion": 0.0, "alignment": 3.793584108352661, "S_field": 0.17945002019405365, "Gamma_field": 0.8765088319778442, "S_over_Gamma": 0.20473270118236542, "Da": 51.862789154052734, "E_coh": 0.17645029723644257, "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": [ [ [ -76.39, 35.87 ], [ -76.31, 35.87 ], [ -76.29, 35.85 ], [ -76.26, 35.85 ], [ -76.24, 35.83 ], [ -76.25, 35.77 ], [ -76.28, 35.75 ], [ -76.36, 35.75 ], [ -76.37, 35.76 ], [ -76.45, 35.76 ], [ -76.46, 35.77 ], [ -76.48, 35.77 ], [ -76.48, 35.82 ], [ -76.46, 35.84 ], [ -76.44, 35.84 ], [ -76.39, 35.87 ] ] ] }, "raw_probability": 0.1549, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "9503415a144b1ff1a575fa183d6ee957d0c7a137f4c8464a50ffa67c9bd3669a", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1549, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "222ffae039048a68817efb3e641fbcfa85c30da8e8a32e2a33d243c1b17d08c9" }, "receipt_sha256": "222ffae039048a68817efb3e641fbcfa85c30da8e8a32e2a33d243c1b17d08c9" }, { "storm_id": "854077", "lat": 48.3263, "lon": -106.1912, "motion_east": 6.8, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1769.0, "ebshear": 40.0, "srh01": 138.0, "maxllaz": 0.004, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 138.0 }, { "name": "hrrr_pwat", "value": 19.6663 }, { "name": "alignment", "value": 2.6459 }, { "name": "tau", "value": 0.2641 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1458 }, "coherence_score": 0.26411354541778564, "coherence_diagnostics": { "tau": 0.26411354541778564, "grad_tau": 0.23764550685882568, "torsion": 0.0, "alignment": 2.6458959579467773, "S_field": 0.22499339282512665, "Gamma_field": 1.0556753873825073, "S_over_Gamma": 0.21312743425369263, "Da": 61.1254768371582, "E_coh": 0.5008192658424377, "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": [ [ [ -106.21, 48.36 ], [ -106.17, 48.35 ], [ -106.15, 48.33 ], [ -106.15, 48.31 ], [ -106.18, 48.27 ], [ -106.23, 48.29 ], [ -106.23, 48.34 ], [ -106.21, 48.36 ] ] ] }, "raw_probability": 0.1458, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "c9065b54c6d7c3a83fdd2cb556c0e007a6a72e5ae3aadc7df7e228a8b146630c", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1458, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8cf1763752daf4f5f5e893aa33961afd590aa5d69640556ee8458acd7b04bb25" }, "receipt_sha256": "8cf1763752daf4f5f5e893aa33961afd590aa5d69640556ee8458acd7b04bb25" }, { "storm_id": "854429", "lat": 41.1065, "lon": -97.6571, "motion_east": 6.2, "motion_south": 2.4, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 919.0, "ebshear": 38.0, "srh01": 102.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 102.0 }, { "name": "hrrr_pwat", "value": 30.0413 }, { "name": "alignment", "value": 0.8335 }, { "name": "tau", "value": 0.8935 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.143 }, "coherence_score": 0.8935168981552124, "coherence_diagnostics": { "tau": 0.8935168981552124, "grad_tau": 0.11045586317777634, "torsion": 0.0, "alignment": 0.8334956169128418, "S_field": 0.7774457335472107, "Gamma_field": 0.5548421144485474, "S_over_Gamma": 1.4012017250061035, "Da": 33.48970413208008, "E_coh": 0.8358293771743774, "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": [ [ [ -97.73, 41.14 ], [ -97.69, 41.14 ], [ -97.68, 41.13 ], [ -97.66, 41.14 ], [ -97.64, 41.14 ], [ -97.63, 41.13 ], [ -97.59, 41.14 ], [ -97.59, 41.12 ], [ -97.57, 41.09 ], [ -97.57, 41.05 ], [ -97.58, 41.04 ], [ -97.63, 41.04 ], [ -97.67, 41.08 ], [ -97.73, 41.07 ], [ -97.74, 41.09 ], [ -97.74, 41.13 ], [ -97.73, 41.14 ] ] ] }, "raw_probability": 0.143, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2e9d9ab824239773a75eabc25399f2276942328531d9f6c35cd7b47cee5255cd", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.143, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b72235e44e62fb67c9f707fec807a76c6843a88f1a88e55e76e7814bbbafccfe" }, "receipt_sha256": "b72235e44e62fb67c9f707fec807a76c6843a88f1a88e55e76e7814bbbafccfe" }, { "storm_id": "854403", "lat": 35.7975, "lon": -76.6988, "motion_east": 4.6, "motion_south": 1.2, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2304.0, "ebshear": 21.0, "srh01": 109.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 109.0 }, { "name": "hrrr_pwat", "value": 38.2913 }, { "name": "alignment", "value": 3.3807 }, { "name": "tau", "value": 1.7907 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1404 }, "coherence_score": 1.7907472848892212, "coherence_diagnostics": { "tau": 1.7907472848892212, "grad_tau": 0.5179036259651184, "torsion": 0.0, "alignment": 3.380730628967285, "S_field": 0.24282966554164886, "Gamma_field": 0.35067546367645264, "S_over_Gamma": 0.692462682723999, "Da": 20.990442276000977, "E_coh": 0.5349661111831665, "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": [ [ [ -76.72, 35.82 ], [ -76.67, 35.82 ], [ -76.66, 35.81 ], [ -76.66, 35.77 ], [ -76.7, 35.75 ], [ -76.73, 35.78 ], [ -76.73, 35.81 ], [ -76.72, 35.82 ] ] ] }, "raw_probability": 0.1404, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2511bf2249b38aeceb967fbbdda94bb9b08b6060d5e88b66ebbd3e7ab3a119fd", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1404, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4b312a614523a37c9f32cdbebdabf51788d666b8b9603b66aaab1b3a7f3927e7" }, "receipt_sha256": "4b312a614523a37c9f32cdbebdabf51788d666b8b9603b66aaab1b3a7f3927e7" }, { "storm_id": "854349", "lat": 49.7511, "lon": -107.3229, "motion_east": 6.7, "motion_south": 1.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2372.0, "ebshear": 35.0, "srh01": 126.0, "maxllaz": 0.01, "mesh": 0.93, "flash_rate": 19.0, "top_features": [ { "name": "srh01", "value": 126.0 }, { "name": "hrrr_pwat", "value": 19.7913 }, { "name": "alignment", "value": 2.0935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.1334 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23005136847496033, "torsion": 0.0, "alignment": 2.093486785888672, "S_field": 0.5693677067756653, "Gamma_field": 0.46400877833366394, "S_over_Gamma": 1.2270623445510864, "Da": 26.41521644592285, "E_coh": 0.8029617071151733, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.15, 49.86 ], [ -107.1, 49.86 ], [ -107.08, 49.82 ], [ -107.06, 49.8 ], [ -107.08, 49.76 ], [ -107.08, 49.74 ], [ -107.11, 49.72 ], [ -107.12, 49.73 ], [ -107.16, 49.73 ], [ -107.17, 49.74 ], [ -107.2, 49.74 ], [ -107.21, 49.75 ], [ -107.27, 49.74 ], [ -107.31, 49.71 ], [ -107.37, 49.7 ], [ -107.38, 49.69 ], [ -107.4, 49.69 ], [ -107.41, 49.7 ], [ -107.42, 49.69 ], [ -107.44, 49.69 ], [ -107.45, 49.7 ], [ -107.51, 49.7 ], [ -107.52, 49.71 ], [ -107.58, 49.71 ], [ -107.59, 49.7 ], [ -107.62, 49.7 ], [ -107.64, 49.72 ], [ -107.64, 49.76 ], [ -107.63, 49.77 ], [ -107.53, 49.82 ], [ -107.26, 49.82 ], [ -107.24, 49.81 ], [ -107.23, 49.82 ], [ -107.19, 49.83 ], [ -107.15, 49.86 ] ] ] }, "raw_probability": 0.1334, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "a21c6fdfff6f7260f69223c83fbc4e19d6f73c06f07b6b3b793a6fe2190d456c", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1334, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "28f303e456dea83f2dfa21d2b7a8e2b3e9a74e67324599a1858d9863dcc16169" }, "receipt_sha256": "28f303e456dea83f2dfa21d2b7a8e2b3e9a74e67324599a1858d9863dcc16169" }, { "storm_id": "854112", "lat": 38.8975, "lon": -96.81, "motion_east": 6.1, "motion_south": 0.1, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3279.0, "ebshear": 32.0, "srh01": 240.0, "maxllaz": 0.01, "mesh": 0.36, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 240.0 }, { "name": "hrrr_pwat", "value": 40.6663 }, { "name": "alignment", "value": -3.2991 }, { "name": "tau", "value": 0.8487 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.1305 }, "coherence_score": 0.848712146282196, "coherence_diagnostics": { "tau": 0.848712146282196, "grad_tau": 0.24466849863529205, "torsion": 0.0, "alignment": -3.299103260040283, "S_field": 0.5281639099121094, "Gamma_field": 1.0323420763015747, "S_over_Gamma": 0.511617124080658, "Da": 60.99147415161133, "E_coh": 0.8298790454864502, "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": [ [ [ -96.92, 39.0 ], [ -96.88, 39.0 ], [ -96.87, 38.99 ], [ -96.85, 38.99 ], [ -96.81, 38.96 ], [ -96.72, 38.96 ], [ -96.7, 38.94 ], [ -96.69, 38.88 ], [ -96.66, 38.84 ], [ -96.66, 38.76 ], [ -96.7, 38.71 ], [ -96.73, 38.71 ], [ -96.75, 38.73 ], [ -96.75, 38.79 ], [ -96.87, 38.91 ], [ -96.91, 38.93 ], [ -96.93, 38.93 ], [ -96.94, 38.94 ], [ -96.94, 38.98 ], [ -96.92, 39.0 ] ] ] }, "raw_probability": 0.1305, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "201b42216b6f6ff4bbcfd84070edf5c42550a1a0010ea31b8d0a46199e792d80", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1305, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a79f106b4e88ba95db410aceec66e73965fcd97e9a399b2cd5cd1f5924e85cfd" }, "receipt_sha256": "a79f106b4e88ba95db410aceec66e73965fcd97e9a399b2cd5cd1f5924e85cfd" }, { "storm_id": "854391", "lat": 35.8889, "lon": -76.7978, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2423.0, "ebshear": 19.0, "srh01": 100.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 100.0 }, { "name": "hrrr_pwat", "value": 34.1663 }, { "name": "alignment", "value": 3.7936 }, { "name": "tau", "value": 1.4257 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1258 }, "coherence_score": 1.4256834983825684, "coherence_diagnostics": { "tau": 1.4256834983825684, "grad_tau": 0.15230056643486023, "torsion": 0.0, "alignment": 3.793584108352661, "S_field": 0.17945002019405365, "Gamma_field": 0.8765088319778442, "S_over_Gamma": 0.20473270118236542, "Da": 51.862789154052734, "E_coh": 0.17645029723644257, "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": [ [ [ -76.82, 35.92 ], [ -76.78, 35.92 ], [ -76.76, 35.91 ], [ -76.76, 35.86 ], [ -76.77, 35.85 ], [ -76.81, 35.85 ], [ -76.83, 35.86 ], [ -76.83, 35.91 ], [ -76.82, 35.92 ] ] ] }, "raw_probability": 0.1258, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "671c29132d4f735c8c164805e1c5edfb5d015ea0d07b6005cdc218c22d0f7bb5", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1258, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5ceef0615b221bc424ec68876991c4fb72f561902c9003319df061bec56caa86" }, "receipt_sha256": "5ceef0615b221bc424ec68876991c4fb72f561902c9003319df061bec56caa86" }, { "storm_id": "853955", "lat": 37.3879, "lon": -96.5314, "motion_east": 4.9, "motion_south": 0.3, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2915.0, "ebshear": 23.0, "srh01": 94.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 94.0 }, { "name": "hrrr_pwat", "value": 35.6663 }, { "name": "alignment", "value": 15.0807 }, { "name": "tau", "value": 0.6945 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1237 }, "coherence_score": 0.6945224404335022, "coherence_diagnostics": { "tau": 0.6945224404335022, "grad_tau": 0.3025507926940918, "torsion": 0.0, "alignment": 15.080738067626953, "S_field": 0.22543451189994812, "Gamma_field": 1.084008812904358, "S_over_Gamma": 0.2079637199640274, "Da": 66.54752349853516, "E_coh": 0.5644505023956299, "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": [ [ [ -96.53, 37.47 ], [ -96.5, 37.46 ], [ -96.49, 37.45 ], [ -96.49, 37.43 ], [ -96.52, 37.39 ], [ -96.52, 37.31 ], [ -96.53, 37.3 ], [ -96.56, 37.3 ], [ -96.57, 37.31 ], [ -96.53, 37.34 ], [ -96.53, 37.36 ], [ -96.57, 37.4 ], [ -96.57, 37.44 ], [ -96.53, 37.47 ] ] ] }, "raw_probability": 0.1237, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d1cd1345aa979ae9f979a1a60006ac1e3907c7419d584c2e8bf1776a67f16b3d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1237, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a71502e00cdaadab1644096416eb68877fcc88c88dfcfb1481628d23556eac0" }, "receipt_sha256": "4a71502e00cdaadab1644096416eb68877fcc88c88dfcfb1481628d23556eac0" }, { "storm_id": "854152", "lat": 43.5964, "lon": -85.4971, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 592.0, "ebshear": 26.0, "srh01": 67.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 48.5413 }, { "name": "alignment", "value": -4.7132 }, { "name": "tau", "value": 0.815 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1237 }, "coherence_score": 0.8150243759155273, "coherence_diagnostics": { "tau": 0.8150243759155273, "grad_tau": 0.10997030884027481, "torsion": 0.0, "alignment": -4.713166236877441, "S_field": 0.25381413102149963, "Gamma_field": 0.21234211325645447, "S_over_Gamma": 1.1953074932098389, "Da": 12.287833213806152, "E_coh": 0.6034533977508545, "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": [ [ [ -85.53, 43.66 ], [ -85.49, 43.66 ], [ -85.45, 43.61 ], [ -85.46, 43.6 ], [ -85.45, 43.59 ], [ -85.45, 43.54 ], [ -85.46, 43.53 ], [ -85.49, 43.53 ], [ -85.51, 43.54 ], [ -85.53, 43.58 ], [ -85.53, 43.6 ], [ -85.54, 43.61 ], [ -85.54, 43.64 ], [ -85.53, 43.66 ] ] ] }, "raw_probability": 0.1237, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d1cd1345aa979ae9f979a1a60006ac1e3907c7419d584c2e8bf1776a67f16b3d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1237, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a71502e00cdaadab1644096416eb68877fcc88c88dfcfb1481628d23556eac0" }, "receipt_sha256": "4a71502e00cdaadab1644096416eb68877fcc88c88dfcfb1481628d23556eac0" }, { "storm_id": "854334", "lat": 33.185, "lon": -89.9038, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 498.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.2913 }, { "name": "alignment", "value": -6.589 }, { "name": "tau", "value": 1.5357 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1225 }, "coherence_score": 1.5357060432434082, "coherence_diagnostics": { "tau": 1.5357060432434082, "grad_tau": 0.23689734935760498, "torsion": 0.0, "alignment": -6.589005470275879, "S_field": 0.6089434027671814, "Gamma_field": 0.5098420977592468, "S_over_Gamma": 1.1943764686584473, "Da": 32.46289825439453, "E_coh": 0.8419572710990906, "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": [ [ [ -89.91, 33.24 ], [ -89.84, 33.24 ], [ -89.85, 33.22 ], [ -89.85, 33.19 ], [ -89.86, 33.18 ], [ -89.85, 33.16 ], [ -89.87, 33.15 ], [ -89.87, 33.13 ], [ -89.93, 33.13 ], [ -89.95, 33.14 ], [ -89.94, 33.15 ], [ -89.94, 33.17 ], [ -89.97, 33.2 ], [ -89.97, 33.21 ], [ -89.95, 33.21 ], [ -89.91, 33.24 ] ] ] }, "raw_probability": 0.1225, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "0e8790c09c420e519d8063c99c3336322e0bfef9898c428837784df35224d563", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1225, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3b87305cd1c3ce5d11deb37f447f8bfd52f6df81544d637f022fea4da6689ecb" }, "receipt_sha256": "3b87305cd1c3ce5d11deb37f447f8bfd52f6df81544d637f022fea4da6689ecb" }, { "storm_id": "854420", "lat": 37.648, "lon": -96.43, "motion_east": 5.5, "motion_south": 0.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2975.0, "ebshear": 19.0, "srh01": 111.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 111.0 }, { "name": "hrrr_pwat", "value": 35.6663 }, { "name": "alignment", "value": 15.0807 }, { "name": "tau", "value": 0.6945 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1213 }, "coherence_score": 0.6945224404335022, "coherence_diagnostics": { "tau": 0.6945224404335022, "grad_tau": 0.3025507926940918, "torsion": 0.0, "alignment": 15.080738067626953, "S_field": 0.22543451189994812, "Gamma_field": 1.084008812904358, "S_over_Gamma": 0.2079637199640274, "Da": 66.54752349853516, "E_coh": 0.5644505023956299, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.44, 37.69 ], [ -96.4, 37.69 ], [ -96.37, 37.66 ], [ -96.37, 37.63 ], [ -96.4, 37.59 ], [ -96.46, 37.6 ], [ -96.48, 37.62 ], [ -96.47, 37.64 ], [ -96.47, 37.67 ], [ -96.44, 37.69 ] ] ] }, "raw_probability": 0.1213, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "a667bd458fb7f0ba6c24d23501ba32bf8bf9650963f1a58952e3a6d3b300804f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1213, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "741a88d5183c141d83956c326bcb76462bbd3c191bb35121343ecf4aebbaf556" }, "receipt_sha256": "741a88d5183c141d83956c326bcb76462bbd3c191bb35121343ecf4aebbaf556" }, { "storm_id": "854433", "lat": 36.9127, "lon": -78.7173, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1692.0, "ebshear": 20.0, "srh01": 63.0, "maxllaz": 0.0, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 63.0 }, { "name": "hrrr_pwat", "value": 33.9163 }, { "name": "alignment", "value": 5.2707 }, { "name": "tau", "value": 1.2899 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1202 }, "coherence_score": 1.2898600101470947, "coherence_diagnostics": { "tau": 1.2898600101470947, "grad_tau": 0.12857376039028168, "torsion": 0.0, "alignment": 5.270716667175293, "S_field": 0.11933544278144836, "Gamma_field": 0.15817545354366302, "S_over_Gamma": 0.7544498443603516, "Da": 9.40144157409668, "E_coh": 0.4161628186702728, "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": [ [ [ -78.71, 36.97 ], [ -78.71, 36.96 ], [ -78.69, 36.94 ], [ -78.67, 36.94 ], [ -78.68, 36.92 ], [ -78.68, 36.88 ], [ -78.67, 36.87 ], [ -78.65, 36.87 ], [ -78.64, 36.85 ], [ -78.66, 36.86 ], [ -78.72, 36.86 ], [ -78.73, 36.87 ], [ -78.78, 36.88 ], [ -78.78, 36.89 ], [ -78.77, 36.89 ], [ -78.75, 36.91 ], [ -78.75, 36.93 ], [ -78.77, 36.95 ], [ -78.78, 36.95 ], [ -78.76, 36.96 ], [ -78.72, 36.96 ], [ -78.71, 36.97 ] ] ] }, "raw_probability": 0.1202, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d0d7f52bb4be265b2af481d02c7ad0e0ce048b9e0ea4c64c753f2976e9442288", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1202, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "895016d51fef2b59bbcfe678d7c0d8b45c871a8a4648d01035366024b969bd35" }, "receipt_sha256": "895016d51fef2b59bbcfe678d7c0d8b45c871a8a4648d01035366024b969bd35" }, { "storm_id": "854023", "lat": 50.4852, "lon": -107.4938, "motion_east": 5.3, "motion_south": 1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2615.0, "ebshear": 37.0, "srh01": 209.0, "maxllaz": 0.003, "mesh": 0.41, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 209.0 }, { "name": "hrrr_pwat", "value": 19.7913 }, { "name": "alignment", "value": 2.0935 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1165 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23005136847496033, "torsion": 0.0, "alignment": 2.093486785888672, "S_field": 0.5693677067756653, "Gamma_field": 0.46400877833366394, "S_over_Gamma": 1.2270623445510864, "Da": 26.41521644592285, "E_coh": 0.8029617071151733, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.53, 50.58 ], [ -107.47, 50.58 ], [ -107.47, 50.57 ], [ -107.49, 50.56 ], [ -107.42, 50.49 ], [ -107.42, 50.48 ], [ -107.4, 50.46 ], [ -107.39, 50.44 ], [ -107.4, 50.43 ], [ -107.4, 50.41 ], [ -107.42, 50.39 ], [ -107.5, 50.39 ], [ -107.51, 50.4 ], [ -107.54, 50.4 ], [ -107.58, 50.44 ], [ -107.58, 50.47 ], [ -107.59, 50.48 ], [ -107.59, 50.53 ], [ -107.57, 50.55 ], [ -107.57, 50.56 ], [ -107.53, 50.58 ] ] ] }, "raw_probability": 0.1165, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "c34db358f876c245b436d4ce1f293c079541100e0decdbe5c4f33662fabcc73e", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1165, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c70c7684e9036e7d6e2989ef1cc4e01083f3438d1a928d2b519952ae48ffeecd" }, "receipt_sha256": "c70c7684e9036e7d6e2989ef1cc4e01083f3438d1a928d2b519952ae48ffeecd" }, { "storm_id": "854405", "lat": 34.55, "lon": -85.4425, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 408.0, "ebshear": 25.0, "srh01": 58.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 40.5413 }, { "name": "alignment", "value": -2.1043 }, { "name": "tau", "value": 1.4556 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1137 }, "coherence_score": 1.4556481838226318, "coherence_diagnostics": { "tau": 1.4556481838226318, "grad_tau": 0.22546346485614777, "torsion": 0.0, "alignment": -2.104309558868408, "S_field": 0.5262326598167419, "Gamma_field": 0.3481754660606384, "S_over_Gamma": 1.5114006996154785, "Da": 22.853574752807617, "E_coh": 0.6904445290565491, "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": [ [ [ -85.45, 34.59 ], [ -85.42, 34.59 ], [ -85.42, 34.51 ], [ -85.43, 34.5 ], [ -85.49, 34.5 ], [ -85.44, 34.54 ], [ -85.44, 34.58 ], [ -85.45, 34.59 ] ] ] }, "raw_probability": 0.1137, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "23a9fc3a874baedabe591a198078e5b8e1e98ad2e16cc8380d9d30f4ce0888de", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1137, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae2498a2b9cbfc135be689eaf8436a1f1d703331dbbb21c3fba7812ddb36c81e" }, "receipt_sha256": "ae2498a2b9cbfc135be689eaf8436a1f1d703331dbbb21c3fba7812ddb36c81e" }, { "storm_id": "854179", "lat": 41.1358, "lon": -97.4237, "motion_east": 6.2, "motion_south": 2.5, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 932.0, "ebshear": 39.0, "srh01": 64.0, "maxllaz": 0.006, "mesh": 0.06, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 30.0413 }, { "name": "alignment", "value": 0.8335 }, { "name": "tau", "value": 0.8935 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1134 }, "coherence_score": 0.8935168981552124, "coherence_diagnostics": { "tau": 0.8935168981552124, "grad_tau": 0.11045586317777634, "torsion": 0.0, "alignment": 0.8334956169128418, "S_field": 0.7774457335472107, "Gamma_field": 0.5548421144485474, "S_over_Gamma": 1.4012017250061035, "Da": 33.48970413208008, "E_coh": 0.8358293771743774, "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": [ [ [ -97.54, 41.24 ], [ -97.49, 41.24 ], [ -97.47, 41.23 ], [ -97.44, 41.2 ], [ -97.44, 41.14 ], [ -97.41, 41.11 ], [ -97.38, 41.11 ], [ -97.35, 41.13 ], [ -97.28, 41.12 ], [ -97.25, 41.09 ], [ -97.25, 41.05 ], [ -97.3, 41.01 ], [ -97.35, 41.01 ], [ -97.43, 41.07 ], [ -97.49, 41.07 ], [ -97.52, 41.13 ], [ -97.56, 41.17 ], [ -97.56, 41.22 ], [ -97.54, 41.24 ] ] ] }, "raw_probability": 0.1134, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "7bf177a4225fedfbdc5e0c18afacbbbe6eca6078ac456c39e83ebd416b654d9f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1134, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a7ac2a3a98de875525ee84effcd2e42843a9fe849f93116971ea3442dd9fde81" }, "receipt_sha256": "a7ac2a3a98de875525ee84effcd2e42843a9fe849f93116971ea3442dd9fde81" }, { "storm_id": "853830", "lat": 40.2433, "lon": -96.9411, "motion_east": 11.9, "motion_south": 4.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1534.0, "ebshear": 47.0, "srh01": 48.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 29.6663 }, { "name": "alignment", "value": 1.4285 }, { "name": "tau", "value": 0.9345 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.112 }, "coherence_score": 0.9345144629478455, "coherence_diagnostics": { "tau": 0.9345144629478455, "grad_tau": 0.15174703299999237, "torsion": 0.0, "alignment": 1.4285337924957275, "S_field": 0.652885913848877, "Gamma_field": 0.8823421597480774, "S_over_Gamma": 0.7399464249610901, "Da": 52.822486877441406, "E_coh": 0.8411579132080078, "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": [ [ [ -96.96, 40.28 ], [ -96.92, 40.28 ], [ -96.9, 40.26 ], [ -96.9, 40.21 ], [ -96.91, 40.2 ], [ -96.96, 40.2 ], [ -96.98, 40.22 ], [ -96.98, 40.26 ], [ -96.96, 40.28 ] ] ] }, "raw_probability": 0.112, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "69f61e965922588000b299f6ee6ce89236b6cb376b86a0454d1e4aafe497cdde", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.112, "probability": 0.002308, "confidence_lo": 0.002275, "confidence_hi": 0.002308, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "648b3ad815f7bbe56657d254b5ebbe3c595b0b0b57bd57407dae63086bb0f022" }, "receipt_sha256": "648b3ad815f7bbe56657d254b5ebbe3c595b0b0b57bd57407dae63086bb0f022" }, { "storm_id": "854055", "lat": 36.1856, "lon": -98.6144, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 228.0, "ebshear": 46.0, "srh01": 70.0, "maxllaz": 0.005, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 28.7913 }, { "name": "alignment", "value": 7.1534 }, { "name": "tau", "value": 0.3721 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1027 }, "coherence_score": 0.372062623500824, "coherence_diagnostics": { "tau": 0.372062623500824, "grad_tau": 0.08113428205251694, "torsion": 0.0, "alignment": 7.153416633605957, "S_field": 0.07808860391378403, "Gamma_field": 0.41567546129226685, "S_over_Gamma": 0.18785955011844635, "Da": 27.954113006591797, "E_coh": 0.3695107102394104, "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": [ [ [ -98.63, 36.22 ], [ -98.59, 36.22 ], [ -98.58, 36.21 ], [ -98.58, 36.16 ], [ -98.6, 36.15 ], [ -98.64, 36.15 ], [ -98.65, 36.16 ], [ -98.63, 36.18 ], [ -98.63, 36.22 ] ] ] }, "raw_probability": 0.1027, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "d05a8f56edf57e2573cd03d5439245c8b08f66565319fbe2b44e578a9f673157", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.1027, "probability": 0.001669, "confidence_lo": 0.001429, "confidence_hi": 0.001669, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "70ee820c5e694248b984114680050585de1b0cb993f27f9348181ace0281432f" }, "receipt_sha256": "70ee820c5e694248b984114680050585de1b0cb993f27f9348181ace0281432f" }, { "storm_id": "853144", "lat": 40.6895, "lon": -101.0253, "motion_east": 11.4, "motion_south": 7.3, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1927.0, "ebshear": 18.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.68, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 22.6663 }, { "name": "alignment", "value": 3.5048 }, { "name": "tau", "value": 0.3886 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0982 }, "coherence_score": 0.3886214792728424, "coherence_diagnostics": { "tau": 0.3886214792728424, "grad_tau": 0.06836783140897751, "torsion": 0.0, "alignment": 3.5048115253448486, "S_field": 0.1645781695842743, "Gamma_field": 1.2265087366104126, "S_over_Gamma": 0.13418425619602203, "Da": 74.25298309326172, "E_coh": 0.10428395867347717, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -101.12, 40.75 ], [ -101.05, 40.75 ], [ -101.04, 40.74 ], [ -101.0, 40.74 ], [ -100.97, 40.72 ], [ -100.95, 40.72 ], [ -100.91, 40.69 ], [ -100.9, 40.63 ], [ -100.92, 40.61 ], [ -100.93, 40.62 ], [ -100.98, 40.62 ], [ -101.0, 40.64 ], [ -101.04, 40.66 ], [ -101.07, 40.66 ], [ -101.1, 40.68 ], [ -101.12, 40.68 ], [ -101.13, 40.7 ], [ -101.13, 40.74 ], [ -101.12, 40.75 ] ] ] }, "raw_probability": 0.0982, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "b1b6776a0dc63bd38056e56a88c19b27a594c65da6217ac3718197424b76b415", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0982, "probability": 0.001668, "confidence_lo": 0.001429, "confidence_hi": 0.001668, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2424eb4c67a2338b7bf88510664ee307be038018ae8fd1b58d7523766891e778" }, "receipt_sha256": "2424eb4c67a2338b7bf88510664ee307be038018ae8fd1b58d7523766891e778" }, { "storm_id": "853999", "lat": 48.1883, "lon": -106.475, "motion_east": 3.2, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1874.0, "ebshear": 35.0, "srh01": 129.0, "maxllaz": 0.003, "mesh": 0.35, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 129.0 }, { "name": "hrrr_pwat", "value": 20.6663 }, { "name": "alignment", "value": 3.2325 }, { "name": "tau", "value": 0.2517 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0979 }, "coherence_score": 0.2516578733921051, "coherence_diagnostics": { "tau": 0.2516578733921051, "grad_tau": 0.20309527218341827, "torsion": 0.0, "alignment": 3.232473850250244, "S_field": 0.33701443672180176, "Gamma_field": 0.99900883436203, "S_over_Gamma": 0.3373488187789917, "Da": 55.76051330566406, "E_coh": 0.5407376885414124, "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": [ [ [ -106.5, 48.24 ], [ -106.46, 48.23 ], [ -106.41, 48.19 ], [ -106.41, 48.15 ], [ -106.42, 48.14 ], [ -106.44, 48.15 ], [ -106.48, 48.15 ], [ -106.51, 48.17 ], [ -106.51, 48.18 ], [ -106.53, 48.2 ], [ -106.53, 48.22 ], [ -106.5, 48.24 ] ] ] }, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "7606279192147c6eb42898421225498bdde90e334cb1fd74ebe0c57d4dc97954", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0979, "probability": 0.001668, "confidence_lo": 0.001429, "confidence_hi": 0.001668, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2dd385a715cb3792bf5298df3887abdc259f230c4e002f1d378569f6d0591e09" }, "receipt_sha256": "2dd385a715cb3792bf5298df3887abdc259f230c4e002f1d378569f6d0591e09" }, { "storm_id": "854426", "lat": 48.074, "lon": -106.551, "motion_east": 3.1, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2052.0, "ebshear": 34.0, "srh01": 135.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 135.0 }, { "name": "hrrr_pwat", "value": 20.6663 }, { "name": "alignment", "value": 3.2325 }, { "name": "tau", "value": 0.2517 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0979 }, "coherence_score": 0.2516578733921051, "coherence_diagnostics": { "tau": 0.2516578733921051, "grad_tau": 0.20309527218341827, "torsion": 0.0, "alignment": 3.232473850250244, "S_field": 0.33701443672180176, "Gamma_field": 0.99900883436203, "S_over_Gamma": 0.3373488187789917, "Da": 55.76051330566406, "E_coh": 0.5407376885414124, "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": [ [ [ -106.58, 48.12 ], [ -106.55, 48.12 ], [ -106.52, 48.09 ], [ -106.52, 48.06 ], [ -106.5, 48.04 ], [ -106.51, 48.02 ], [ -106.55, 48.02 ], [ -106.6, 48.05 ], [ -106.6, 48.1 ], [ -106.58, 48.12 ] ] ] }, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "7606279192147c6eb42898421225498bdde90e334cb1fd74ebe0c57d4dc97954", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0979, "probability": 0.001668, "confidence_lo": 0.001429, "confidence_hi": 0.001668, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2dd385a715cb3792bf5298df3887abdc259f230c4e002f1d378569f6d0591e09" }, "receipt_sha256": "2dd385a715cb3792bf5298df3887abdc259f230c4e002f1d378569f6d0591e09" }, { "storm_id": "854402", "lat": 36.38, "lon": -98.6089, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 153.0, "ebshear": 39.0, "srh01": 65.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 28.7913 }, { "name": "alignment", "value": 7.1534 }, { "name": "tau", "value": 0.3721 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0974 }, "coherence_score": 0.372062623500824, "coherence_diagnostics": { "tau": 0.372062623500824, "grad_tau": 0.08113428205251694, "torsion": 0.0, "alignment": 7.153416633605957, "S_field": 0.07808860391378403, "Gamma_field": 0.41567546129226685, "S_over_Gamma": 0.18785955011844635, "Da": 27.954113006591797, "E_coh": 0.3695107102394104, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.62, 36.41 ], [ -98.59, 36.41 ], [ -98.58, 36.4 ], [ -98.58, 36.35 ], [ -98.59, 36.34 ], [ -98.64, 36.34 ], [ -98.63, 36.36 ], [ -98.63, 36.4 ], [ -98.62, 36.41 ] ] ] }, "raw_probability": 0.0974, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0974, "probability": 0.001668, "confidence_lo": 0.001429, "confidence_hi": 0.001668, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2e9ecc37870b6fa2f75c6dc7bc7df0ad4c6fda89d169166f87e375127db82c77" }, "receipt_sha256": "2e9ecc37870b6fa2f75c6dc7bc7df0ad4c6fda89d169166f87e375127db82c77" }, { "storm_id": "854417", "lat": 41.0738, "lon": -100.7625, "motion_east": 6.7, "motion_south": 2.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0016, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1855.0, "ebshear": 19.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.57, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 23.6663 }, { "name": "alignment", "value": -2.926 }, { "name": "tau", "value": 0.4871 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0969 }, "coherence_score": 0.48713210225105286, "coherence_diagnostics": { "tau": 0.48713210225105286, "grad_tau": 0.045694783329963684, "torsion": 0.0, "alignment": -2.9260237216949463, "S_field": 0.24748441576957703, "Gamma_field": 0.20734211802482605, "S_over_Gamma": 1.1936041116714478, "Da": 13.004949569702148, "E_coh": 0.6058571934700012, "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": [ [ [ -100.79, 41.11 ], [ -100.71, 41.11 ], [ -100.69, 41.07 ], [ -100.73, 41.03 ], [ -100.77, 41.02 ], [ -100.81, 41.04 ], [ -100.81, 41.1 ], [ -100.79, 41.11 ] ] ] }, "raw_probability": 0.0969, "confidence_lo": 0.0014, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "b942cb8051e899423c75353019e62b10fdd221e788efef2cf96373cd8c2cff65", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0969, "probability": 0.001633, "confidence_lo": 0.001429, "confidence_hi": 0.001633, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f680759f89bc0942254455558faf38b8bed3917771f86881be4ad90790e86be" }, "receipt_sha256": "4f680759f89bc0942254455558faf38b8bed3917771f86881be4ad90790e86be" }, { "storm_id": "854287", "lat": 40.0531, "lon": -96.2093, "motion_east": 10.5, "motion_south": 2.1, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0016, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1565.0, "ebshear": 45.0, "srh01": 30.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 40.7913 }, { "name": "alignment", "value": -1.1343 }, { "name": "tau", "value": 1.0781 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0968 }, "coherence_score": 1.078068733215332, "coherence_diagnostics": { "tau": 1.078068733215332, "grad_tau": 0.09500018507242203, "torsion": 0.0, "alignment": -1.1342909336090088, "S_field": 0.8696111440658569, "Gamma_field": 0.6131755113601685, "S_over_Gamma": 1.418209195137024, "Da": 37.593021392822266, "E_coh": 0.8583579659461975, "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": [ [ [ -96.27, 40.19 ], [ -96.25, 40.18 ], [ -96.17, 40.17 ], [ -96.15, 40.15 ], [ -96.14, 40.15 ], [ -96.12, 40.12 ], [ -96.13, 40.11 ], [ -96.12, 40.09 ], [ -96.12, 40.06 ], [ -96.13, 40.05 ], [ -96.13, 40.02 ], [ -96.15, 39.99 ], [ -96.15, 39.97 ], [ -96.13, 39.95 ], [ -96.12, 39.86 ], [ -96.18, 39.89 ], [ -96.18, 39.9 ], [ -96.21, 39.93 ], [ -96.23, 39.94 ], [ -96.26, 39.93 ], [ -96.32, 39.96 ], [ -96.32, 40.02 ], [ -96.3, 40.05 ], [ -96.3, 40.1 ], [ -96.31, 40.11 ], [ -96.31, 40.14 ], [ -96.3, 40.15 ], [ -96.3, 40.17 ], [ -96.27, 40.19 ] ] ] }, "raw_probability": 0.0968, "confidence_lo": 0.0014, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3f3e10dcf73b834eed999aee428f80b7e4a9e847070a0407afd41bdbd1f2bf7e", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0968, "probability": 0.001633, "confidence_lo": 0.001429, "confidence_hi": 0.001633, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f0a5bca0add64798c980175298635736ee4eef1d6dbbcfeaa1e976d7abe20e59" }, "receipt_sha256": "f0a5bca0add64798c980175298635736ee4eef1d6dbbcfeaa1e976d7abe20e59" }, { "storm_id": "854398", "lat": 41.108, "lon": -105.154, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0016, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 280.0, "ebshear": 34.0, "srh01": 103.0, "maxllaz": 0.009, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 103.0 }, { "name": "hrrr_pwat", "value": 11.9163 }, { "name": "alignment", "value": 1.2546 }, { "name": "tau", "value": 0.3534 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.0965 }, "coherence_score": 0.35339266061782837, "coherence_diagnostics": { "tau": 0.35339266061782837, "grad_tau": 0.05642950162291527, "torsion": 0.0, "alignment": 1.2545876502990723, "S_field": 0.07762407511472702, "Gamma_field": 0.3573421537876129, "S_over_Gamma": 0.21722619235515594, "Da": 20.130414962768555, "E_coh": 0.2762985825538635, "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": [ [ [ -105.19, 41.14 ], [ -105.1, 41.14 ], [ -105.1, 41.06 ], [ -105.19, 41.06 ], [ -105.19, 41.14 ] ] ] }, "raw_probability": 0.0965, "confidence_lo": 0.0014, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "663b85fe1a073bdfb66e47868ed34a347294c363d1775bce673026626fa197b5", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0965, "probability": 0.001633, "confidence_lo": 0.001429, "confidence_hi": 0.001633, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4fc57d43d53cf11fd5bf23d9781d967909c0eb9907b51a8504109e7c0f741ac4" }, "receipt_sha256": "4fc57d43d53cf11fd5bf23d9781d967909c0eb9907b51a8504109e7c0f741ac4" }, { "storm_id": "854252", "lat": 41.1218, "lon": -100.9827, "motion_east": 7.5, "motion_south": 3.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0016, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1800.0, "ebshear": 17.0, "srh01": 21.0, "maxllaz": 0.002, "mesh": 0.52, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 23.6663 }, { "name": "alignment", "value": -2.926 }, { "name": "tau", "value": 0.4871 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.096 }, "coherence_score": 0.48713210225105286, "coherence_diagnostics": { "tau": 0.48713210225105286, "grad_tau": 0.045694783329963684, "torsion": 0.0, "alignment": -2.9260237216949463, "S_field": 0.24748441576957703, "Gamma_field": 0.20734211802482605, "S_over_Gamma": 1.1936041116714478, "Da": 13.004949569702148, "E_coh": 0.6058571934700012, "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": [ [ [ -101.01, 41.17 ], [ -100.97, 41.17 ], [ -100.92, 41.13 ], [ -100.92, 41.1 ], [ -100.95, 41.07 ], [ -100.96, 41.08 ], [ -100.99, 41.08 ], [ -101.02, 41.1 ], [ -101.03, 41.12 ], [ -101.03, 41.15 ], [ -101.01, 41.17 ] ] ] }, "raw_probability": 0.096, "confidence_lo": 0.0014, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "50fa156b2b64512d78f24a35a8cd2e1073e6e22ff0aac4d1963cee23b241aecd", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.096, "probability": 0.001633, "confidence_lo": 0.001429, "confidence_hi": 0.001633, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "42a43ca615faf365bf4a5bc589f89ed4cc5a7ce5a68135bba0342406ddd134a1" }, "receipt_sha256": "42a43ca615faf365bf4a5bc589f89ed4cc5a7ce5a68135bba0342406ddd134a1" }, { "storm_id": "854382", "lat": 40.1967, "lon": -96.0157, "motion_east": 9.8, "motion_south": 1.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0016, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1349.0, "ebshear": 51.0, "srh01": 27.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 33.2913 }, { "name": "alignment", "value": -0.0936 }, { "name": "tau", "value": 1.0249 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0954 }, "coherence_score": 1.0248714685440063, "coherence_diagnostics": { "tau": 1.0248714685440063, "grad_tau": 0.11772967875003815, "torsion": 0.0, "alignment": -0.09359502792358398, "S_field": 0.8043689131736755, "Gamma_field": 0.6131755113601685, "S_over_Gamma": 1.3118085861206055, "Da": 36.938175201416016, "E_coh": 0.8612148761749268, "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": [ [ [ -96.04, 40.25 ], [ -96.0, 40.25 ], [ -95.99, 40.24 ], [ -95.96, 40.24 ], [ -95.95, 40.23 ], [ -95.92, 40.23 ], [ -95.9, 40.22 ], [ -95.9, 40.17 ], [ -95.94, 40.15 ], [ -95.97, 40.15 ], [ -95.98, 40.14 ], [ -96.03, 40.14 ], [ -96.04, 40.13 ], [ -96.08, 40.15 ], [ -96.11, 40.15 ], [ -96.12, 40.16 ], [ -96.12, 40.19 ], [ -96.11, 40.21 ], [ -96.08, 40.24 ], [ -96.05, 40.24 ], [ -96.04, 40.25 ] ] ] }, "raw_probability": 0.0954, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "b89d677d134aca8b8ceba985ee2230b36b0fd8152851eb8c0d366aa5a4ee0d1b", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0954, "probability": 0.001633, "confidence_lo": 0.00134, "confidence_hi": 0.001633, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ec306dbdb602bb10e0e1b4f461ab6d51fc1aa4463370f7f3477eb5446b68f91a" }, "receipt_sha256": "ec306dbdb602bb10e0e1b4f461ab6d51fc1aa4463370f7f3477eb5446b68f91a" }, { "storm_id": "854407", "lat": 50.5978, "lon": -107.0556, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2396.0, "ebshear": 37.0, "srh01": 201.0, "maxllaz": 0.0, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 201.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 6.656 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0945 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2516578733921051, "torsion": 0.0, "alignment": 6.655986785888672, "S_field": 0.8614504933357239, "Gamma_field": 0.4006754755973816, "S_over_Gamma": 2.1499955654144287, "Da": 23.02690887451172, "E_coh": 0.7678436636924744, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.06, 50.63 ], [ -107.05, 50.62 ], [ -107.03, 50.62 ], [ -107.03, 50.57 ], [ -107.04, 50.56 ], [ -107.07, 50.56 ], [ -107.08, 50.57 ], [ -107.08, 50.62 ], [ -107.06, 50.63 ] ] ] }, "raw_probability": 0.0945, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "b5f5736688ffc74178c78d82331538d6cfaf24dbe8fea82d65714102d9cf2f43", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0945, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d1569b008341bb0fbd44e04e147685581edbe026204e620febbf4c44c516ccd3" }, "receipt_sha256": "d1569b008341bb0fbd44e04e147685581edbe026204e620febbf4c44c516ccd3" }, { "storm_id": "854305", "lat": 36.93, "lon": -96.785, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1862.0, "ebshear": 32.0, "srh01": 96.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 35.4163 }, { "name": "alignment", "value": 10.4553 }, { "name": "tau", "value": 0.5899 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0939 }, "coherence_score": 0.5899227857589722, "coherence_diagnostics": { "tau": 0.5899227857589722, "grad_tau": 0.12820619344711304, "torsion": 0.0, "alignment": 10.455300331115723, "S_field": 0.36568641662597656, "Gamma_field": 0.9698421359062195, "S_over_Gamma": 0.37705767154693604, "Da": 56.13893127441406, "E_coh": 0.6408183574676514, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.82, 36.96 ], [ -96.77, 36.96 ], [ -96.77, 36.94 ], [ -96.76, 36.93 ], [ -96.76, 36.9 ], [ -96.77, 36.89 ], [ -96.81, 36.9 ], [ -96.82, 36.96 ] ] ] }, "raw_probability": 0.0939, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "36771e79bbb7ebb051b0f229ff1d76be57da45df4e1282c02ddc499ced3dfc43", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0939, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "790480699b34eb30d33bcabe624e572e331fcce31c3abf36eb42a4e8bd0e09d2" }, "receipt_sha256": "790480699b34eb30d33bcabe624e572e331fcce31c3abf36eb42a4e8bd0e09d2" }, { "storm_id": "854333", "lat": 37.3513, "lon": -96.2362, "motion_east": 4.5, "motion_south": 0.5, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2876.0, "ebshear": 19.0, "srh01": 88.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 35.6663 }, { "name": "alignment", "value": 15.0807 }, { "name": "tau", "value": 0.6945 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0906 }, "coherence_score": 0.6945224404335022, "coherence_diagnostics": { "tau": 0.6945224404335022, "grad_tau": 0.3025507926940918, "torsion": 0.0, "alignment": 15.080738067626953, "S_field": 0.22543451189994812, "Gamma_field": 1.084008812904358, "S_over_Gamma": 0.2079637199640274, "Da": 66.54752349853516, "E_coh": 0.5644505023956299, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.27, 37.38 ], [ -96.23, 37.38 ], [ -96.21, 37.37 ], [ -96.2, 37.36 ], [ -96.2, 37.31 ], [ -96.24, 37.3 ], [ -96.27, 37.33 ], [ -96.27, 37.38 ] ] ] }, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2cdc328a954d869b3cb2ac1669a474a76c6816e3c77534076ca5c490afd76007", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0906, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "905d27c8d5730871938a78d4bf6e7727ae2203977c2cb66b5d0c1b93e94ca20a" }, "receipt_sha256": "905d27c8d5730871938a78d4bf6e7727ae2203977c2cb66b5d0c1b93e94ca20a" }, { "storm_id": "854408", "lat": 50.36, "lon": -106.7956, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2192.0, "ebshear": 39.0, "srh01": 179.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 179.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 6.656 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0906 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2516578733921051, "torsion": 0.0, "alignment": 6.655986785888672, "S_field": 0.8614504933357239, "Gamma_field": 0.4006754755973816, "S_over_Gamma": 2.1499955654144287, "Da": 23.02690887451172, "E_coh": 0.7678436636924744, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.81, 50.39 ], [ -106.78, 50.39 ], [ -106.76, 50.37 ], [ -106.76, 50.34 ], [ -106.78, 50.32 ], [ -106.8, 50.32 ], [ -106.83, 50.35 ], [ -106.83, 50.37 ], [ -106.81, 50.39 ] ] ] }, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2cdc328a954d869b3cb2ac1669a474a76c6816e3c77534076ca5c490afd76007", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0906, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "905d27c8d5730871938a78d4bf6e7727ae2203977c2cb66b5d0c1b93e94ca20a" }, "receipt_sha256": "905d27c8d5730871938a78d4bf6e7727ae2203977c2cb66b5d0c1b93e94ca20a" }, { "storm_id": "854365", "lat": 50.8167, "lon": -106.6806, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2080.0, "ebshear": 35.0, "srh01": 204.0, "maxllaz": 0.004, "mesh": 0.24, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 204.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 6.656 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0904 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2516578733921051, "torsion": 0.0, "alignment": 6.655986785888672, "S_field": 0.8614504933357239, "Gamma_field": 0.4006754755973816, "S_over_Gamma": 2.1499955654144287, "Da": 23.02690887451172, "E_coh": 0.7678436636924744, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.69, 50.92 ], [ -106.66, 50.92 ], [ -106.64, 50.91 ], [ -106.56, 50.82 ], [ -106.55, 50.8 ], [ -106.55, 50.76 ], [ -106.57, 50.74 ], [ -106.61, 50.72 ], [ -106.77, 50.72 ], [ -106.79, 50.74 ], [ -106.79, 50.77 ], [ -106.78, 50.79 ], [ -106.76, 50.8 ], [ -106.71, 50.8 ], [ -106.69, 50.82 ], [ -106.72, 50.85 ], [ -106.72, 50.9 ], [ -106.69, 50.92 ] ] ] }, "raw_probability": 0.0904, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "dc2d4e48a1eeae51e08cb6ae57b557b8a5d4d3c3bf8be7d0cadd8cc73ed3f7f0", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0904, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "05e85062bf2f8a62d1831e852c8e704c263839add78efa8c000d98a36ed52891" }, "receipt_sha256": "05e85062bf2f8a62d1831e852c8e704c263839add78efa8c000d98a36ed52891" }, { "storm_id": "853731", "lat": 48.3013, "lon": -106.6963, "motion_east": 3.1, "motion_south": -1.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2116.0, "ebshear": 36.0, "srh01": 120.0, "maxllaz": 0.004, "mesh": 1.57, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 120.0 }, { "name": "hrrr_pwat", "value": 20.6663 }, { "name": "alignment", "value": 3.2325 }, { "name": "tau", "value": 0.2517 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0895 }, "coherence_score": 0.2516578733921051, "coherence_diagnostics": { "tau": 0.2516578733921051, "grad_tau": 0.20309527218341827, "torsion": 0.0, "alignment": 3.232473850250244, "S_field": 0.33701443672180176, "Gamma_field": 0.99900883436203, "S_over_Gamma": 0.3373488187789917, "Da": 55.76051330566406, "E_coh": 0.5407376885414124, "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": [ [ [ -106.72, 48.35 ], [ -106.7, 48.34 ], [ -106.68, 48.35 ], [ -106.62, 48.34 ], [ -106.6, 48.32 ], [ -106.61, 48.28 ], [ -106.62, 48.27 ], [ -106.65, 48.27 ], [ -106.67, 48.26 ], [ -106.68, 48.24 ], [ -106.78, 48.24 ], [ -106.79, 48.26 ], [ -106.78, 48.3 ], [ -106.76, 48.32 ], [ -106.76, 48.33 ], [ -106.72, 48.35 ] ] ] }, "raw_probability": 0.0895, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0895, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eafc4ee0cb0d6503b9bc181656d851f23cfd24da7d5416058fca0cb979fe0b0a" }, "receipt_sha256": "eafc4ee0cb0d6503b9bc181656d851f23cfd24da7d5416058fca0cb979fe0b0a" }, { "storm_id": "854059", "lat": 44.495, "lon": -85.6325, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 477.0, "ebshear": 29.0, "srh01": 104.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 104.0 }, { "name": "hrrr_pwat", "value": 28.0413 }, { "name": "alignment", "value": -1.8204 }, { "name": "tau", "value": 0.7867 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0891 }, "coherence_score": 0.7867345809936523, "coherence_diagnostics": { "tau": 0.7867345809936523, "grad_tau": 0.1091257780790329, "torsion": 0.0, "alignment": -1.8204065561294556, "S_field": 0.1290227323770523, "Gamma_field": 0.1506754606962204, "S_over_Gamma": 0.8562955856323242, "Da": 9.12338638305664, "E_coh": 0.3047480881214142, "singularity_count": 0.0, "singularity_conditions_met": 0, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.64, 44.54 ], [ -85.59, 44.52 ], [ -85.59, 44.47 ], [ -85.61, 44.45 ], [ -85.65, 44.45 ], [ -85.67, 44.47 ], [ -85.67, 44.52 ], [ -85.64, 44.54 ] ] ] }, "raw_probability": 0.0891, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "8d9ea1f0a1345ac75d19b5f4bce72aa163f1f2703ebefb01189bfba4e3c99bb1", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0891, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c937d74feabf34e816d4383e5112e9968413c4012fec82583923942c57d2024" }, "receipt_sha256": "0c937d74feabf34e816d4383e5112e9968413c4012fec82583923942c57d2024" }, { "storm_id": "854367", "lat": 48.774, "lon": -121.81, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 41.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 33.2913 }, { "name": "alignment", "value": 5.656 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0866 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.22504746913909912, "torsion": 0.0, "alignment": 5.655986785888672, "S_field": 0.17707955837249756, "Gamma_field": 0.17484211921691895, "S_over_Gamma": 1.0127968788146973, "Da": 10.405838012695312, "E_coh": 0.5626997351646423, "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": [ [ [ -121.79, 48.83 ], [ -121.77, 48.83 ], [ -121.77, 48.75 ], [ -121.79, 48.74 ], [ -121.87, 48.74 ], [ -121.87, 48.76 ], [ -121.86, 48.75 ], [ -121.8, 48.75 ], [ -121.79, 48.76 ], [ -121.79, 48.83 ] ] ] }, "raw_probability": 0.0866, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "b9937bf2cc4dfd4e4222ed4b7c1849569a2b0333019daa79a30e25a6271b1204", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0866, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae22a3ad5e7654bcc74ef59cb2ea5aedd9e2de87275cc5e85162b87100c25a21" }, "receipt_sha256": "ae22a3ad5e7654bcc74ef59cb2ea5aedd9e2de87275cc5e85162b87100c25a21" }, { "storm_id": "854347", "lat": 36.5462, "lon": -97.0946, "motion_east": 4.2, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1951.0, "ebshear": 30.0, "srh01": 91.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 91.0 }, { "name": "hrrr_pwat", "value": 34.6663 }, { "name": "alignment", "value": 3.2043 }, { "name": "tau", "value": 0.5336 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0851 }, "coherence_score": 0.5336109399795532, "coherence_diagnostics": { "tau": 0.5336109399795532, "grad_tau": 0.10529347509145737, "torsion": 0.0, "alignment": 3.2042946815490723, "S_field": 0.4401894211769104, "Gamma_field": 0.7223421335220337, "S_over_Gamma": 0.6093918681144714, "Da": 43.287899017333984, "E_coh": 0.8811481595039368, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.13, 36.59 ], [ -97.09, 36.59 ], [ -97.05, 36.57 ], [ -97.03, 36.55 ], [ -97.04, 36.54 ], [ -97.04, 36.52 ], [ -97.07, 36.5 ], [ -97.1, 36.5 ], [ -97.12, 36.52 ], [ -97.13, 36.52 ], [ -97.15, 36.54 ], [ -97.15, 36.57 ], [ -97.13, 36.59 ] ] ] }, "raw_probability": 0.0851, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0851, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9fb633d376f2c45c51f515ffa92b3e28ce388bedc7d1a47c782d49c383842abd" }, "receipt_sha256": "9fb633d376f2c45c51f515ffa92b3e28ce388bedc7d1a47c782d49c383842abd" }, { "storm_id": "854422", "lat": 36.839, "lon": -96.984, "motion_east": 4.2, "motion_south": 1.7, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2003.0, "ebshear": 29.0, "srh01": 94.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 94.0 }, { "name": "hrrr_pwat", "value": 34.6663 }, { "name": "alignment", "value": 3.2043 }, { "name": "tau", "value": 0.5336 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0851 }, "coherence_score": 0.5336109399795532, "coherence_diagnostics": { "tau": 0.5336109399795532, "grad_tau": 0.10529347509145737, "torsion": 0.0, "alignment": 3.2042946815490723, "S_field": 0.4401894211769104, "Gamma_field": 0.7223421335220337, "S_over_Gamma": 0.6093918681144714, "Da": 43.287899017333984, "E_coh": 0.8811481595039368, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.99, 36.89 ], [ -96.95, 36.88 ], [ -96.93, 36.85 ], [ -96.93, 36.82 ], [ -96.96, 36.77 ], [ -97.0, 36.77 ], [ -97.04, 36.82 ], [ -97.03, 36.83 ], [ -97.02, 36.87 ], [ -96.99, 36.89 ] ] ] }, "raw_probability": 0.0851, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0851, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9fb633d376f2c45c51f515ffa92b3e28ce388bedc7d1a47c782d49c383842abd" }, "receipt_sha256": "9fb633d376f2c45c51f515ffa92b3e28ce388bedc7d1a47c782d49c383842abd" }, { "storm_id": "854428", "lat": 41.2156, "lon": -98.0033, "motion_east": 4.8, "motion_south": 1.1, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1108.0, "ebshear": 36.0, "srh01": 56.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 27.5413 }, { "name": "alignment", "value": -1.3572 }, { "name": "tau", "value": 0.7354 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0847 }, "coherence_score": 0.7353723049163818, "coherence_diagnostics": { "tau": 0.7353723049163818, "grad_tau": 0.18777647614479065, "torsion": 0.0, "alignment": -1.3572252988815308, "S_field": 0.4899137020111084, "Gamma_field": 0.7390088438987732, "S_over_Gamma": 0.6629334688186646, "Da": 45.33833694458008, "E_coh": 0.7934793829917908, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.02, 41.25 ], [ -97.99, 41.24 ], [ -97.97, 41.22 ], [ -97.97, 41.19 ], [ -97.98, 41.18 ], [ -98.02, 41.18 ], [ -98.03, 41.19 ], [ -98.03, 41.24 ], [ -98.02, 41.25 ] ] ] }, "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": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "e3e0f9b9c15725488dba442be54ce9856f5b9856fd568d5e4579b685204e06d4", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0847, "probability": 0.001438, "confidence_lo": 0.00134, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3105955ab83f8befa539636f7709fa88e23feb6c017f0db721bc9f2b9d057268" }, "receipt_sha256": "3105955ab83f8befa539636f7709fa88e23feb6c017f0db721bc9f2b9d057268" }, { "storm_id": "853816", "lat": 36.3167, "lon": -98.8411, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 167.0, "ebshear": 40.0, "srh01": 80.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 80.0 }, { "name": "hrrr_pwat", "value": 27.7913 }, { "name": "alignment", "value": 7.1767 }, { "name": "tau", "value": 0.3124 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0829 }, "coherence_score": 0.31241369247436523, "coherence_diagnostics": { "tau": 0.31241369247436523, "grad_tau": 0.050865549594163895, "torsion": 0.0, "alignment": 7.176693916320801, "S_field": 0.16097021102905273, "Gamma_field": 0.6948421001434326, "S_over_Gamma": 0.23166444897651672, "Da": 46.09102249145508, "E_coh": 0.43765437602996826, "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": [ [ [ -98.87, 36.35 ], [ -98.81, 36.35 ], [ -98.8, 36.34 ], [ -98.8, 36.3 ], [ -98.81, 36.28 ], [ -98.86, 36.28 ], [ -98.87, 36.29 ], [ -98.88, 36.31 ], [ -98.87, 36.35 ] ] ] }, "raw_probability": 0.0829, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "92b412e796f9908a5c34017775f974cb65f02960f297f16be6cc629f87196725", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0829, "probability": 0.001438, "confidence_lo": 0.00114, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0648529d01324bb0378a1cdf4199a4d4e38113f268a53e6add5a82e1d9560c03" }, "receipt_sha256": "0648529d01324bb0378a1cdf4199a4d4e38113f268a53e6add5a82e1d9560c03" }, { "storm_id": "854121", "lat": 49.9008, "lon": -106.7333, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1953.0, "ebshear": 38.0, "srh01": 134.0, "maxllaz": 0.001, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 134.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 6.656 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0827 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2516578733921051, "torsion": 0.0, "alignment": 6.655986785888672, "S_field": 0.8614504933357239, "Gamma_field": 0.4006754755973816, "S_over_Gamma": 2.1499955654144287, "Da": 23.02690887451172, "E_coh": 0.7678436636924744, "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": [ [ [ -106.72, 49.98 ], [ -106.65, 49.98 ], [ -106.65, 49.92 ], [ -106.68, 49.89 ], [ -106.67, 49.88 ], [ -106.7, 49.85 ], [ -106.74, 49.83 ], [ -106.81, 49.82 ], [ -106.84, 49.85 ], [ -106.84, 49.88 ], [ -106.78, 49.95 ], [ -106.72, 49.98 ] ] ] }, "raw_probability": 0.0827, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3d42f53ec84a78565ab38daf13d3e2e40ac5f4b6aa0932b6dbb0e31cb7041dd3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0827, "probability": 0.001438, "confidence_lo": 0.00114, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "38e381a4ce9b6356c45a3850f043047684c3bd1e273b74effbf6b28dc3158cee" }, "receipt_sha256": "38e381a4ce9b6356c45a3850f043047684c3bd1e273b74effbf6b28dc3158cee" }, { "storm_id": "854272", "lat": 40.8035, "lon": -97.0856, "motion_east": 6.0, "motion_south": 2.1, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 999.0, "ebshear": 37.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 29.6663 }, { "name": "alignment", "value": 1.4285 }, { "name": "tau", "value": 0.9345 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0825 }, "coherence_score": 0.9345144629478455, "coherence_diagnostics": { "tau": 0.9345144629478455, "grad_tau": 0.15174703299999237, "torsion": 0.0, "alignment": 1.4285337924957275, "S_field": 0.652885913848877, "Gamma_field": 0.8823421597480774, "S_over_Gamma": 0.7399464249610901, "Da": 52.822486877441406, "E_coh": 0.8411579132080078, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.08, 40.96 ], [ -97.04, 40.96 ], [ -97.03, 40.95 ], [ -96.96, 40.95 ], [ -96.92, 40.93 ], [ -96.89, 40.89 ], [ -96.89, 40.84 ], [ -96.91, 40.82 ], [ -96.96, 40.82 ], [ -96.97, 40.83 ], [ -97.01, 40.83 ], [ -97.03, 40.85 ], [ -97.06, 40.85 ], [ -97.12, 40.79 ], [ -97.11, 40.77 ], [ -97.11, 40.74 ], [ -97.12, 40.73 ], [ -97.12, 40.69 ], [ -97.15, 40.65 ], [ -97.15, 40.62 ], [ -97.17, 40.6 ], [ -97.2, 40.6 ], [ -97.23, 40.62 ], [ -97.23, 40.66 ], [ -97.16, 40.72 ], [ -97.16, 40.74 ], [ -97.14, 40.78 ], [ -97.14, 40.79 ], [ -97.17, 40.82 ], [ -97.18, 40.86 ], [ -97.17, 40.88 ], [ -97.13, 40.91 ], [ -97.12, 40.91 ], [ -97.08, 40.96 ] ] ] }, "raw_probability": 0.0825, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "57b579a09a9aba6bdf59f3777b36ea7e03b7cc7d600a4933c636c7f68a8d214a", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0825, "probability": 0.001438, "confidence_lo": 0.00114, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1c350bb24479be4a2282a47162e38558cf92f89f2352fc173e31005435c4a617" }, "receipt_sha256": "1c350bb24479be4a2282a47162e38558cf92f89f2352fc173e31005435c4a617" }, { "storm_id": "854401", "lat": 36.665, "lon": -97.134, "motion_east": 4.2, "motion_south": 1.9, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1887.0, "ebshear": 27.0, "srh01": 88.0, "maxllaz": 0.002, "mesh": 0.25, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 34.6663 }, { "name": "alignment", "value": 3.2043 }, { "name": "tau", "value": 0.5336 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0825 }, "coherence_score": 0.5336109399795532, "coherence_diagnostics": { "tau": 0.5336109399795532, "grad_tau": 0.10529347509145737, "torsion": 0.0, "alignment": 3.2042946815490723, "S_field": 0.4401894211769104, "Gamma_field": 0.7223421335220337, "S_over_Gamma": 0.6093918681144714, "Da": 43.287899017333984, "E_coh": 0.8811481595039368, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.14, 36.71 ], [ -97.11, 36.7 ], [ -97.09, 36.68 ], [ -97.09, 36.66 ], [ -97.1, 36.64 ], [ -97.14, 36.62 ], [ -97.17, 36.62 ], [ -97.18, 36.63 ], [ -97.18, 36.68 ], [ -97.14, 36.71 ] ] ] }, "raw_probability": 0.0825, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "57b579a09a9aba6bdf59f3777b36ea7e03b7cc7d600a4933c636c7f68a8d214a", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0825, "probability": 0.001438, "confidence_lo": 0.00114, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1c350bb24479be4a2282a47162e38558cf92f89f2352fc173e31005435c4a617" }, "receipt_sha256": "1c350bb24479be4a2282a47162e38558cf92f89f2352fc173e31005435c4a617" }, { "storm_id": "854248", "lat": 29.3176, "lon": -90.9243, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2954.0, "ebshear": 4.0, "srh01": 35.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 48.4163 }, { "name": "alignment", "value": 1.2543 }, { "name": "tau", "value": 3.6279 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0819 }, "coherence_score": 3.627872943878174, "coherence_diagnostics": { "tau": 3.627872943878174, "grad_tau": 0.19788406789302826, "torsion": 0.0, "alignment": 1.2543439865112305, "S_field": 1.520674705505371, "Gamma_field": 0.22650878131389618, "S_over_Gamma": 6.713535308837891, "Da": 13.177810668945312, "E_coh": 0.9808217287063599, "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": [ [ [ -90.93, 29.39 ], [ -90.89, 29.38 ], [ -90.88, 29.37 ], [ -90.87, 29.32 ], [ -90.85, 29.3 ], [ -90.86, 29.3 ], [ -90.88, 29.28 ], [ -90.87, 29.26 ], [ -90.89, 29.25 ], [ -90.91, 29.25 ], [ -90.92, 29.26 ], [ -90.94, 29.26 ], [ -90.95, 29.25 ], [ -91.0, 29.26 ], [ -91.0, 29.34 ], [ -90.98, 29.34 ], [ -90.97, 29.35 ], [ -90.98, 29.36 ], [ -90.97, 29.38 ], [ -90.94, 29.38 ], [ -90.93, 29.39 ] ] ] }, "raw_probability": 0.0819, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0819, "probability": 0.001438, "confidence_lo": 0.00114, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7531a04ad49478ee8d8ecf80103325fe16da0ccc03251e8720e0ab8b7d0f1488" }, "receipt_sha256": "7531a04ad49478ee8d8ecf80103325fe16da0ccc03251e8720e0ab8b7d0f1488" }, { "storm_id": "854368", "lat": 47.512, "lon": -68.312, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 129.0, "ebshear": 22.0, "srh01": 64.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 24.7913 }, { "name": "alignment", "value": -7.2138 }, { "name": "tau", "value": 0.3801 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0816 }, "coherence_score": 0.3801397681236267, "coherence_diagnostics": { "tau": 0.3801397681236267, "grad_tau": 0.16464285552501678, "torsion": 0.0, "alignment": -7.213796615600586, "S_field": 0.19293302297592163, "Gamma_field": 0.24150879681110382, "S_over_Gamma": 0.7988653779029846, "Da": 15.107159614562988, "E_coh": 0.6898647546768188, "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": [ [ [ -68.33, 47.54 ], [ -68.29, 47.54 ], [ -68.28, 47.53 ], [ -68.28, 47.49 ], [ -68.29, 47.48 ], [ -68.32, 47.48 ], [ -68.33, 47.49 ], [ -68.33, 47.51 ], [ -68.34, 47.52 ], [ -68.33, 47.54 ] ] ] }, "raw_probability": 0.0816, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "8ce8f9cab9d4b6730db9a8dcd6def592187bb22fb65e1a65f5c4fdbc5beb5d48", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0816, "probability": 0.001438, "confidence_lo": 0.00114, "confidence_hi": 0.001439, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5eff316b993a436a5d0e45cebdd454351e6ec72600d44d6b0d76e620c4140adf" }, "receipt_sha256": "5eff316b993a436a5d0e45cebdd454351e6ec72600d44d6b0d76e620c4140adf" }, { "storm_id": "854299", "lat": 42.277, "lon": -94.133, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2357.0, "ebshear": 29.0, "srh01": 117.0, "maxllaz": 0.007, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 117.0 }, { "name": "hrrr_pwat", "value": 29.2913 }, { "name": "alignment", "value": 2.6035 }, { "name": "tau", "value": 1.0283 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0813 }, "coherence_score": 1.0282906293869019, "coherence_diagnostics": { "tau": 1.0282906293869019, "grad_tau": 0.2147376835346222, "torsion": 0.0, "alignment": 2.60347318649292, "S_field": 0.421043336391449, "Gamma_field": 0.4956754744052887, "S_over_Gamma": 0.8494334816932678, "Da": 29.15373420715332, "E_coh": 0.8383398652076721, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.13, 42.32 ], [ -94.11, 42.32 ], [ -94.08, 42.29 ], [ -94.07, 42.25 ], [ -94.09, 42.23 ], [ -94.18, 42.23 ], [ -94.18, 42.25 ], [ -94.19, 42.26 ], [ -94.17, 42.3 ], [ -94.13, 42.32 ] ] ] }, "raw_probability": 0.0813, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "1b06997dae310592b448cc68e922faab95c9765fa28bf760e1b611dcb8c29b28", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0813, "probability": 0.001356, "confidence_lo": 0.00114, "confidence_hi": 0.001357, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f17ced4bf80506d928ae7aad7d9e8e672dee448c5325688e3dca822dcf649fc6" }, "receipt_sha256": "f17ced4bf80506d928ae7aad7d9e8e672dee448c5325688e3dca822dcf649fc6" }, { "storm_id": "854362", "lat": 37.5511, "lon": -107.8656, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 262.0, "ebshear": 28.0, "srh01": 99.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 99.0 }, { "name": "hrrr_pwat", "value": 8.1663 }, { "name": "alignment", "value": -1.4409 }, { "name": "tau", "value": 0.2803 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0802 }, "coherence_score": 0.2803058922290802, "coherence_diagnostics": { "tau": 0.2803058922290802, "grad_tau": 0.020308760926127434, "torsion": 0.0, "alignment": -1.4408669471740723, "S_field": 0.08018376678228378, "Gamma_field": 0.5390087962150574, "S_over_Gamma": 0.14876151084899902, "Da": 29.89279556274414, "E_coh": 0.5808565020561218, "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": [ [ [ -107.88, 37.59 ], [ -107.84, 37.59 ], [ -107.83, 37.58 ], [ -107.82, 37.54 ], [ -107.85, 37.5 ], [ -107.89, 37.5 ], [ -107.9, 37.51 ], [ -107.9, 37.56 ], [ -107.88, 37.59 ] ] ] }, "raw_probability": 0.0802, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "92321eb8e1837ce363cbf52d437b159017bdc140d1ca33dd1478019b258f5be3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0802, "probability": 0.001356, "confidence_lo": 0.00114, "confidence_hi": 0.001357, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d9ccd4eb3f425a732e1285b8fcdcb3130348c6b7f1567f522337bcf69d8d0b3f" }, "receipt_sha256": "d9ccd4eb3f425a732e1285b8fcdcb3130348c6b7f1567f522337bcf69d8d0b3f" }, { "storm_id": "854204", "lat": 39.0118, "lon": -84.3229, "motion_east": 4.3, "motion_south": 1.2, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1954.0, "ebshear": 11.0, "srh01": 0.0, "maxllaz": 0.004, "mesh": 0.3, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 26.6663 }, { "name": "alignment", "value": -3.5751 }, { "name": "tau", "value": 0.706 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0789 }, "coherence_score": 0.7059720158576965, "coherence_diagnostics": { "tau": 0.7059720158576965, "grad_tau": 0.04766667261719704, "torsion": 0.0, "alignment": -3.5750956535339355, "S_field": 0.04543434828519821, "Gamma_field": 0.18900878727436066, "S_over_Gamma": 0.24038219451904297, "Da": 11.728675842285156, "E_coh": 0.2796672582626343, "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": [ [ [ -84.49, 39.16 ], [ -84.45, 39.16 ], [ -84.42, 39.13 ], [ -84.41, 39.1 ], [ -84.36, 39.06 ], [ -84.33, 39.06 ], [ -84.32, 39.05 ], [ -84.3, 39.06 ], [ -84.22, 39.06 ], [ -84.21, 39.05 ], [ -84.17, 39.04 ], [ -84.12, 38.99 ], [ -84.11, 38.97 ], [ -84.11, 38.93 ], [ -84.19, 38.86 ], [ -84.22, 38.85 ], [ -84.24, 38.83 ], [ -84.29, 38.83 ], [ -84.31, 38.86 ], [ -84.31, 38.92 ], [ -84.32, 38.94 ], [ -84.36, 38.98 ], [ -84.38, 38.99 ], [ -84.41, 38.99 ], [ -84.48, 39.05 ], [ -84.51, 39.11 ], [ -84.51, 39.14 ], [ -84.49, 39.16 ] ] ] }, "raw_probability": 0.0789, "confidence_lo": 0.0011, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "01d99390aca045d1b7586e1374fb16a3f21707ffbebb4c8de98499c0a1b798fe", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0789, "probability": 0.001356, "confidence_lo": 0.00114, "confidence_hi": 0.001357, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1f07cdb07780e93a1ba76593c9c3ef7b083dd4503541fd947dff23f6330a42c1" }, "receipt_sha256": "1f07cdb07780e93a1ba76593c9c3ef7b083dd4503541fd947dff23f6330a42c1" }, { "storm_id": "854010", "lat": 45.2756, "lon": -87.2122, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 652.0, "ebshear": 17.0, "srh01": 37.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 24.4163 }, { "name": "alignment", "value": 6.3289 }, { "name": "tau", "value": 0.6967 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0782 }, "coherence_score": 0.6966735124588013, "coherence_diagnostics": { "tau": 0.6966735124588013, "grad_tau": 0.1150449588894844, "torsion": 0.0, "alignment": 6.328941822052002, "S_field": 0.10356390476226807, "Gamma_field": 0.15000000596046448, "S_over_Gamma": 0.6904259920120239, "Da": 9.212041854858398, "E_coh": 0.324628084897995, "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": [ [ [ -87.25, 45.33 ], [ -87.23, 45.33 ], [ -87.17, 45.3 ], [ -87.15, 45.26 ], [ -87.17, 45.22 ], [ -87.2, 45.21 ], [ -87.24, 45.24 ], [ -87.25, 45.26 ], [ -87.25, 45.33 ] ] ] }, "raw_probability": 0.0782, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "4add38fce5c3f9fd16f9c0daf6aaea8ff988e2187bcd84308c0eabf24726a0d6", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0782, "probability": 0.001174, "confidence_lo": 0.00114, "confidence_hi": 0.001174, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01df4ffcff715e4ba70594896fa308dfcff5383de5d4212f8571dac5732dd8ac" }, "receipt_sha256": "01df4ffcff715e4ba70594896fa308dfcff5383de5d4212f8571dac5732dd8ac" }, { "storm_id": "854406", "lat": 29.5082, "lon": -91.5627, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2925.0, "ebshear": 7.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 43.7913 }, { "name": "alignment", "value": -1.5975 }, { "name": "tau", "value": 3.4265 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.078 }, "coherence_score": 3.4265222549438477, "coherence_diagnostics": { "tau": 3.4265222549438477, "grad_tau": 0.4342993199825287, "torsion": 0.0, "alignment": -1.5975090265274048, "S_field": 1.422242522239685, "Gamma_field": 0.21484212577342987, "S_over_Gamma": 6.619942665100098, "Da": 12.874091148376465, "E_coh": 0.9564387202262878, "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": [ [ [ -91.58, 29.56 ], [ -91.54, 29.54 ], [ -91.55, 29.51 ], [ -91.51, 29.47 ], [ -91.52, 29.46 ], [ -91.57, 29.45 ], [ -91.59, 29.47 ], [ -91.58, 29.48 ], [ -91.58, 29.54 ], [ -91.59, 29.55 ], [ -91.58, 29.56 ] ] ] }, "raw_probability": 0.078, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "0c1e32a7dd9a06c7f860c375ac954bd8eb2e824eaa6608cba4b2b7f11774d156", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.078, "probability": 0.001174, "confidence_lo": 0.00114, "confidence_hi": 0.001174, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c32f25c0a0c84f6501b7a21aee80a9e21b5facd217d5d73b59e25c31b6c5ee22" }, "receipt_sha256": "c32f25c0a0c84f6501b7a21aee80a9e21b5facd217d5d73b59e25c31b6c5ee22" }, { "storm_id": "854096", "lat": 48.4095, "lon": -108.1447, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2014.0, "ebshear": 41.0, "srh01": 120.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 120.0 }, { "name": "hrrr_pwat", "value": 10.6663 }, { "name": "alignment", "value": 2.7172 }, { "name": "tau", "value": 0.2143 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.077 }, "coherence_score": 0.21432048082351685, "coherence_diagnostics": { "tau": 0.21432048082351685, "grad_tau": 0.18854880332946777, "torsion": 0.0, "alignment": 2.7171974182128906, "S_field": 0.11115773022174835, "Gamma_field": 0.31817546486854553, "S_over_Gamma": 0.3493598401546478, "Da": 18.41461944580078, "E_coh": 0.4955287575721741, "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": [ [ [ -108.1, 48.46 ], [ -108.08, 48.46 ], [ -108.05, 48.44 ], [ -108.05, 48.39 ], [ -108.07, 48.39 ], [ -108.08, 48.38 ], [ -108.12, 48.38 ], [ -108.13, 48.37 ], [ -108.16, 48.37 ], [ -108.17, 48.36 ], [ -108.23, 48.36 ], [ -108.25, 48.37 ], [ -108.25, 48.42 ], [ -108.23, 48.42 ], [ -108.22, 48.43 ], [ -108.18, 48.43 ], [ -108.17, 48.44 ], [ -108.11, 48.45 ], [ -108.1, 48.46 ] ] ] }, "raw_probability": 0.077, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "a951d32802eeb22f18fff30fe5dac1fc9d1eff59f433ab102da41013818b6a37", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.077, "probability": 0.001174, "confidence_lo": 0.00114, "confidence_hi": 0.001174, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "db7024d11cbdca6e4c47ea2b8e72be437f728104c381670fb92e67062b4a40c7" }, "receipt_sha256": "db7024d11cbdca6e4c47ea2b8e72be437f728104c381670fb92e67062b4a40c7" }, { "storm_id": "854397", "lat": 41.2925, "lon": -98.4892, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1270.0, "ebshear": 26.0, "srh01": 50.0, "maxllaz": 0.004, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 27.5413 }, { "name": "alignment", "value": -1.3572 }, { "name": "tau", "value": 0.7354 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0692 }, "coherence_score": 0.7353723049163818, "coherence_diagnostics": { "tau": 0.7353723049163818, "grad_tau": 0.18777647614479065, "torsion": 0.0, "alignment": -1.3572252988815308, "S_field": 0.4899137020111084, "Gamma_field": 0.7390088438987732, "S_over_Gamma": 0.6629334688186646, "Da": 45.33833694458008, "E_coh": 0.7934793829917908, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.55, 41.33 ], [ -98.48, 41.33 ], [ -98.47, 41.32 ], [ -98.45, 41.32 ], [ -98.44, 41.31 ], [ -98.45, 41.3 ], [ -98.45, 41.25 ], [ -98.47, 41.24 ], [ -98.51, 41.24 ], [ -98.53, 41.25 ], [ -98.52, 41.29 ], [ -98.55, 41.33 ] ] ] }, "raw_probability": 0.0692, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "31ac31bf79147e2b3285f11d7029cb30b21ee2593d09e5547c33fc7cceb58453", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0692, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "17c80f6a67386c1b6aaee3224a0205c315d5d4657082df9dc2327e7fb6116a4c" }, "receipt_sha256": "17c80f6a67386c1b6aaee3224a0205c315d5d4657082df9dc2327e7fb6116a4c" }, { "storm_id": "854232", "lat": 49.6415, "lon": -66.8554, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 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": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0687 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -66.82, 49.7 ], [ -66.77, 49.7 ], [ -66.76, 49.68 ], [ -66.77, 49.64 ], [ -66.85, 49.6 ], [ -66.88, 49.57 ], [ -66.92, 49.56 ], [ -66.94, 49.58 ], [ -66.94, 49.62 ], [ -66.91, 49.65 ], [ -66.88, 49.66 ], [ -66.86, 49.68 ], [ -66.82, 49.7 ] ] ] }, "raw_probability": 0.0687, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0687, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "447da53d8f138bed4a229e7021e01ab8dba20ccf5041ab0f39032a15dbc79c7d" }, "receipt_sha256": "447da53d8f138bed4a229e7021e01ab8dba20ccf5041ab0f39032a15dbc79c7d" }, { "storm_id": "854271", "lat": 41.4267, "lon": -98.2067, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1080.0, "ebshear": 32.0, "srh01": 44.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 27.5413 }, { "name": "alignment", "value": -1.3572 }, { "name": "tau", "value": 0.7354 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0678 }, "coherence_score": 0.7353723049163818, "coherence_diagnostics": { "tau": 0.7353723049163818, "grad_tau": 0.18777647614479065, "torsion": 0.0, "alignment": -1.3572252988815308, "S_field": 0.4899137020111084, "Gamma_field": 0.7390088438987732, "S_over_Gamma": 0.6629334688186646, "Da": 45.33833694458008, "E_coh": 0.7934793829917908, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.23, 41.45 ], [ -98.17, 41.45 ], [ -98.17, 41.41 ], [ -98.21, 41.39 ], [ -98.23, 41.41 ], [ -98.23, 41.45 ] ] ] }, "raw_probability": 0.0678, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "457dab6fb203faf1a2ce3be174296a3cda662ec26e0bd3deecec0f44dfa346f0", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0678, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "316a77c2de68bdf0fcf3489e9e86d9490f74eebc5d80e537e6f3b0084dd6ed18" }, "receipt_sha256": "316a77c2de68bdf0fcf3489e9e86d9490f74eebc5d80e537e6f3b0084dd6ed18" }, { "storm_id": "854118", "lat": 50.7544, "lon": -66.1581, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 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": 20.2913 }, { "name": "alignment", "value": 0.0 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0671 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.0, "torsion": 0.0, "alignment": 0.0, "S_field": 0.24415558576583862, "Gamma_field": 0.1690087914466858, "S_over_Gamma": 1.4446324110031128, "Da": 11.23166275024414, "E_coh": 0.6419910788536072, "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": [ [ [ -66.18, 50.8 ], [ -66.15, 50.8 ], [ -66.14, 50.79 ], [ -66.11, 50.79 ], [ -66.09, 50.78 ], [ -66.07, 50.76 ], [ -66.07, 50.73 ], [ -66.12, 50.7 ], [ -66.14, 50.7 ], [ -66.18, 50.68 ], [ -66.22, 50.69 ], [ -66.24, 50.71 ], [ -66.24, 50.76 ], [ -66.21, 50.79 ], [ -66.19, 50.79 ], [ -66.18, 50.8 ] ] ] }, "raw_probability": 0.0671, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "13d36ed139bef39ab5aacd2846ca7320ede1961d9f8ee67c69c4473dd492e9c3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0671, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "20e4f99cb328c74edb7eacd9315e1970bbc95b15393bf46b79b02344b53445af" }, "receipt_sha256": "20e4f99cb328c74edb7eacd9315e1970bbc95b15393bf46b79b02344b53445af" }, { "storm_id": "854311", "lat": 50.4955, "lon": -66.2865, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 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": 20.2913 }, { "name": "alignment", "value": 0.0 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0671 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.0, "torsion": 0.0, "alignment": 0.0, "S_field": 0.24415558576583862, "Gamma_field": 0.1690087914466858, "S_over_Gamma": 1.4446324110031128, "Da": 11.23166275024414, "E_coh": 0.6419910788536072, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -66.26, 50.55 ], [ -66.2, 50.55 ], [ -66.19, 50.54 ], [ -66.21, 50.52 ], [ -66.21, 50.5 ], [ -66.2, 50.49 ], [ -66.21, 50.48 ], [ -66.22, 50.48 ], [ -66.29, 50.43 ], [ -66.32, 50.43 ], [ -66.34, 50.41 ], [ -66.38, 50.41 ], [ -66.41, 50.44 ], [ -66.41, 50.48 ], [ -66.39, 50.51 ], [ -66.35, 50.53 ], [ -66.31, 50.53 ], [ -66.3, 50.54 ], [ -66.27, 50.54 ], [ -66.26, 50.55 ] ] ] }, "raw_probability": 0.0671, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "13d36ed139bef39ab5aacd2846ca7320ede1961d9f8ee67c69c4473dd492e9c3", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0671, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "20e4f99cb328c74edb7eacd9315e1970bbc95b15393bf46b79b02344b53445af" }, "receipt_sha256": "20e4f99cb328c74edb7eacd9315e1970bbc95b15393bf46b79b02344b53445af" }, { "storm_id": "854313", "lat": 49.6489, "lon": -67.4781, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 34.0, "ebshear": 20.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0666 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.19, 49.84 ], [ -67.17, 49.83 ], [ -67.14, 49.83 ], [ -67.13, 49.82 ], [ -67.13, 49.78 ], [ -67.14, 49.76 ], [ -67.16, 49.75 ], [ -67.19, 49.75 ], [ -67.2, 49.74 ], [ -67.32, 49.74 ], [ -67.35, 49.71 ], [ -67.35, 49.7 ], [ -67.36, 49.7 ], [ -67.41, 49.65 ], [ -67.42, 49.65 ], [ -67.44, 49.63 ], [ -67.49, 49.62 ], [ -67.51, 49.6 ], [ -67.51, 49.55 ], [ -67.53, 49.53 ], [ -67.53, 49.51 ], [ -67.54, 49.5 ], [ -67.56, 49.5 ], [ -67.58, 49.48 ], [ -67.62, 49.47 ], [ -67.64, 49.44 ], [ -67.66, 49.44 ], [ -67.67, 49.43 ], [ -67.75, 49.42 ], [ -67.76, 49.41 ], [ -67.8, 49.41 ], [ -67.81, 49.42 ], [ -67.81, 49.47 ], [ -67.77, 49.49 ], [ -67.75, 49.49 ], [ -67.74, 49.5 ], [ -67.69, 49.5 ], [ -67.67, 49.51 ], [ -67.63, 49.56 ], [ -67.63, 49.58 ], [ -67.61, 49.6 ], [ -67.58, 49.61 ], [ -67.56, 49.63 ], [ -67.56, 49.64 ], [ -67.54, 49.65 ], [ -67.54, 49.67 ], [ -67.55, 49.68 ], [ -67.61, 49.71 ], [ -67.6, 49.75 ], [ -67.59, 49.76 ], [ -67.57, 49.76 ], [ -67.55, 49.78 ], [ -67.42, 49.79 ], [ -67.41, 49.8 ], [ -67.38, 49.8 ], [ -67.37, 49.81 ], [ -67.34, 49.81 ], [ -67.33, 49.82 ], [ -67.32, 49.81 ], [ -67.27, 49.81 ], [ -67.26, 49.82 ], [ -67.22, 49.82 ], [ -67.19, 49.84 ] ] ] }, "raw_probability": 0.0666, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0666, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b840114e92f8bcff99e755e22f9c0a49ae75eae43ea307b67aa472e9c231654c" }, "receipt_sha256": "b840114e92f8bcff99e755e22f9c0a49ae75eae43ea307b67aa472e9c231654c" }, { "storm_id": "854358", "lat": 39.358, "lon": -102.128, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 7.0, "ebshear": 3.0, "srh01": 48.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 14.5413 }, { "name": "alignment", "value": -0.979 }, { "name": "tau", "value": 0.4085 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0652 }, "coherence_score": 0.40845435857772827, "coherence_diagnostics": { "tau": 0.40845435857772827, "grad_tau": 0.03789728507399559, "torsion": 0.0, "alignment": -0.97897869348526, "S_field": 0.1590600311756134, "Gamma_field": 0.23067544400691986, "S_over_Gamma": 0.6895403861999512, "Da": 13.3641939163208, "E_coh": 0.3971179127693176, "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": [ [ [ -102.16, 39.39 ], [ -102.08, 39.39 ], [ -102.08, 39.31 ], [ -102.16, 39.31 ], [ -102.16, 39.39 ] ] ] }, "raw_probability": 0.0652, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "4dd24ff588fc5dd9088f41ffb1267ed72f625127b70a5fbeae0fe21914449609", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0652, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a3929b075720259096a053685bb067529887c2f027c3b37a34d087026e531c29" }, "receipt_sha256": "a3929b075720259096a053685bb067529887c2f027c3b37a34d087026e531c29" }, { "storm_id": "854427", "lat": 43.7338, "lon": -105.4913, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 144.0, "ebshear": 28.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 16.0413 }, { "name": "alignment", "value": -2.1575 }, { "name": "tau", "value": 0.5771 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0648 }, "coherence_score": 0.5770879983901978, "coherence_diagnostics": { "tau": 0.5770879983901978, "grad_tau": 0.12803597748279572, "torsion": 0.0, "alignment": -2.1574857234954834, "S_field": 0.15708616375923157, "Gamma_field": 0.3031754791736603, "S_over_Gamma": 0.5181360840797424, "Da": 17.66030502319336, "E_coh": 0.5288558006286621, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.51, 43.77 ], [ -105.46, 43.77 ], [ -105.45, 43.76 ], [ -105.45, 43.7 ], [ -105.48, 43.68 ], [ -105.54, 43.67 ], [ -105.53, 43.75 ], [ -105.51, 43.77 ] ] ] }, "raw_probability": 0.0648, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2df8ce73348c3d46efeb0014ea842141d35b2643cef599603d1fa7deee3b5431", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0648, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d6ae2f83aee4dcaba367e5e98063f5ad8e4a0c1153387eb06e5391b72ba23308" }, "receipt_sha256": "d6ae2f83aee4dcaba367e5e98063f5ad8e4a0c1153387eb06e5391b72ba23308" }, { "storm_id": "854415", "lat": 42.4883, "lon": -94.4125, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2030.0, "ebshear": 31.0, "srh01": 46.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 26.4163 }, { "name": "alignment", "value": 1.3764 }, { "name": "tau", "value": 0.9593 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0642 }, "coherence_score": 0.9593305587768555, "coherence_diagnostics": { "tau": 0.9593305587768555, "grad_tau": 0.14545132219791412, "torsion": 0.0, "alignment": 1.376375436782837, "S_field": 0.14484433829784393, "Gamma_field": 0.17734211683273315, "S_over_Gamma": 0.8167509436607361, "Da": 10.406643867492676, "E_coh": 0.6432873606681824, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.44, 42.52 ], [ -94.38, 42.52 ], [ -94.36, 42.5 ], [ -94.34, 42.5 ], [ -94.37, 42.45 ], [ -94.4, 42.45 ], [ -94.41, 42.46 ], [ -94.44, 42.46 ], [ -94.47, 42.48 ], [ -94.45, 42.49 ], [ -94.45, 42.51 ], [ -94.44, 42.52 ] ] ] }, "raw_probability": 0.0642, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0642, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d119c98b4278e20664edd97d52f2633ec915d8e95601ad92208defc7f0cfa828" }, "receipt_sha256": "d119c98b4278e20664edd97d52f2633ec915d8e95601ad92208defc7f0cfa828" }, { "storm_id": "854412", "lat": 49.1291, "lon": -67.2209, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 128.0, "ebshear": 26.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0632 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.24, 49.16 ], [ -67.2, 49.16 ], [ -67.19, 49.15 ], [ -67.19, 49.11 ], [ -67.2, 49.09 ], [ -67.22, 49.09 ], [ -67.22, 49.1 ], [ -67.24, 49.11 ], [ -67.24, 49.14 ], [ -67.25, 49.15 ], [ -67.24, 49.16 ] ] ] }, "raw_probability": 0.0632, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0632, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "601e5044300c46d24ad83954ea50a2287f3a1ff6ca3742865d6316cffa130079" }, "receipt_sha256": "601e5044300c46d24ad83954ea50a2287f3a1ff6ca3742865d6316cffa130079" }, { "storm_id": "853818", "lat": 29.5791, "lon": -91.3673, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2564.0, "ebshear": 8.0, "srh01": 29.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 43.7913 }, { "name": "alignment", "value": -1.5975 }, { "name": "tau", "value": 3.4265 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0629 }, "coherence_score": 3.4265222549438477, "coherence_diagnostics": { "tau": 3.4265222549438477, "grad_tau": 0.4342993199825287, "torsion": 0.0, "alignment": -1.5975090265274048, "S_field": 1.422242522239685, "Gamma_field": 0.21484212577342987, "S_over_Gamma": 6.619942665100098, "Da": 12.874091148376465, "E_coh": 0.9564387202262878, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.39, 29.61 ], [ -91.37, 29.6 ], [ -91.34, 29.6 ], [ -91.32, 29.61 ], [ -91.32, 29.56 ], [ -91.33, 29.56 ], [ -91.37, 29.53 ], [ -91.39, 29.53 ], [ -91.41, 29.57 ], [ -91.41, 29.59 ], [ -91.39, 29.61 ] ] ] }, "raw_probability": 0.0629, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "6899e4c57ee3122d6ed4d3cc177789231151ee8686551ea22f69590017a672f9", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0629, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6ac1083625bf2cb2131e1cafb7da801b725ea55148a033b2baaac27dbe121772" }, "receipt_sha256": "6ac1083625bf2cb2131e1cafb7da801b725ea55148a033b2baaac27dbe121772" }, { "storm_id": "854413", "lat": 49.1141, "lon": -67.0448, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 110.0, "ebshear": 27.0, "srh01": 3.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0615 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.07, 49.2 ], [ -67.05, 49.2 ], [ -67.04, 49.19 ], [ -66.99, 49.19 ], [ -66.98, 49.2 ], [ -66.96, 49.19 ], [ -66.92, 49.19 ], [ -66.9, 49.16 ], [ -66.91, 49.1 ], [ -66.99, 49.04 ], [ -67.01, 49.04 ], [ -67.02, 49.03 ], [ -67.04, 49.04 ], [ -67.08, 49.02 ], [ -67.09, 49.03 ], [ -67.12, 49.02 ], [ -67.12, 49.03 ], [ -67.1, 49.04 ], [ -67.1, 49.06 ], [ -67.09, 49.06 ], [ -67.07, 49.08 ], [ -67.07, 49.09 ], [ -67.11, 49.13 ], [ -67.11, 49.17 ], [ -67.12, 49.19 ], [ -67.08, 49.19 ], [ -67.07, 49.2 ] ] ] }, "raw_probability": 0.0615, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "baa6363539b886d70a316b308cf4a478e75195dbf978ed9fdb7630e7541b7f0f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0615, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5076a7754d977766c711dcf8e0be83586cb8419f0dd27974569f050fcc0a23d8" }, "receipt_sha256": "5076a7754d977766c711dcf8e0be83586cb8419f0dd27974569f050fcc0a23d8" }, { "storm_id": "854409", "lat": 49.326, "lon": -66.411, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 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": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 20.2913 }, { "name": "alignment", "value": 0.0 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0613 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.0, "torsion": 0.0, "alignment": 0.0, "S_field": 0.24415558576583862, "Gamma_field": 0.1690087914466858, "S_over_Gamma": 1.4446324110031128, "Da": 11.23166275024414, "E_coh": 0.6419910788536072, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -66.41, 49.36 ], [ -66.39, 49.35 ], [ -66.39, 49.33 ], [ -66.38, 49.32 ], [ -66.39, 49.3 ], [ -66.4, 49.29 ], [ -66.45, 49.29 ], [ -66.45, 49.33 ], [ -66.44, 49.33 ], [ -66.41, 49.36 ] ] ] }, "raw_probability": 0.0613, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0613, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d7aef702b11bba365f2260698b4a98d2ebf7dc6b1a0844642d4ae2ff607081b5" }, "receipt_sha256": "d7aef702b11bba365f2260698b4a98d2ebf7dc6b1a0844642d4ae2ff607081b5" }, { "storm_id": "853864", "lat": 41.5853, "lon": -101.15, "motion_east": 9.8, "motion_south": 6.8, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2669.0, "ebshear": 28.0, "srh01": 19.0, "maxllaz": 0.003, "mesh": 0.28, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 26.9163 }, { "name": "alignment", "value": 0.8669 }, { "name": "tau", "value": 0.4485 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0608 }, "coherence_score": 0.4485214352607727, "coherence_diagnostics": { "tau": 0.4485214352607727, "grad_tau": 0.09618064016103745, "torsion": 0.0, "alignment": 0.8669246435165405, "S_field": 0.20764325559139252, "Gamma_field": 0.9315088391304016, "S_over_Gamma": 0.22291067242622375, "Da": 58.001121520996094, "E_coh": 0.033548638224601746, "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": [ [ [ -101.16, 41.68 ], [ -101.13, 41.68 ], [ -101.11, 41.67 ], [ -101.09, 41.64 ], [ -101.1, 41.59 ], [ -101.07, 41.57 ], [ -101.07, 41.52 ], [ -101.1, 41.47 ], [ -101.14, 41.47 ], [ -101.14, 41.48 ], [ -101.16, 41.49 ], [ -101.17, 41.53 ], [ -101.18, 41.54 ], [ -101.2, 41.54 ], [ -101.25, 41.59 ], [ -101.25, 41.64 ], [ -101.2, 41.67 ], [ -101.17, 41.67 ], [ -101.16, 41.68 ] ] ] }, "raw_probability": 0.0608, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0608, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9826a2b9143227019b6519b4d7ad17e4c203daa1d25ffe1f3126bb65faeadcab" }, "receipt_sha256": "9826a2b9143227019b6519b4d7ad17e4c203daa1d25ffe1f3126bb65faeadcab" }, { "storm_id": "854319", "lat": 49.1485, "lon": -67.3775, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 146.0, "ebshear": 26.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.059 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.4, 49.25 ], [ -67.34, 49.22 ], [ -67.34, 49.2 ], [ -67.32, 49.18 ], [ -67.3, 49.14 ], [ -67.31, 49.13 ], [ -67.31, 49.1 ], [ -67.32, 49.09 ], [ -67.36, 49.07 ], [ -67.38, 49.07 ], [ -67.39, 49.06 ], [ -67.43, 49.06 ], [ -67.44, 49.07 ], [ -67.44, 49.13 ], [ -67.43, 49.14 ], [ -67.43, 49.17 ], [ -67.4, 49.19 ], [ -67.4, 49.22 ], [ -67.41, 49.23 ], [ -67.4, 49.25 ] ] ] }, "raw_probability": 0.059, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.059, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "72feee150b72dd233b44c82a2f8c8351f21b2508ed5d32ea8b14b79ac5248887" }, "receipt_sha256": "72feee150b72dd233b44c82a2f8c8351f21b2508ed5d32ea8b14b79ac5248887" }, { "storm_id": "854425", "lat": 48.694, "lon": -67.613, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 72.0, "ebshear": 27.0, "srh01": 25.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 20.4163 }, { "name": "alignment", "value": -4.4292 }, { "name": "tau", "value": 0.1587 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 0.15872861444950104, "coherence_diagnostics": { "tau": 0.15872861444950104, "grad_tau": 0.1690288782119751, "torsion": 0.0, "alignment": -4.4292120933532715, "S_field": 0.19045576453208923, "Gamma_field": 0.18817545473575592, "S_over_Gamma": 1.0121179819107056, "Da": 12.527276039123535, "E_coh": 0.7301016449928284, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -67.63, 48.73 ], [ -67.6, 48.7 ], [ -67.58, 48.7 ], [ -67.57, 48.69 ], [ -67.59, 48.67 ], [ -67.61, 48.67 ], [ -67.62, 48.66 ], [ -67.65, 48.67 ], [ -67.65, 48.72 ], [ -67.63, 48.73 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0585, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5fb87d27a1bf3ae4f0ad256ab7b33b7e12dad012318b4a7f1b6b04f015bc761f" }, "receipt_sha256": "5fb87d27a1bf3ae4f0ad256ab7b33b7e12dad012318b4a7f1b6b04f015bc761f" }, { "storm_id": "854266", "lat": 49.0258, "lon": -67.6233, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 107.0, "ebshear": 27.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0575 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.61, 49.08 ], [ -67.58, 49.08 ], [ -67.57, 49.06 ], [ -67.57, 49.02 ], [ -67.59, 49.0 ], [ -67.61, 48.96 ], [ -67.66, 48.96 ], [ -67.68, 48.98 ], [ -67.68, 49.01 ], [ -67.66, 49.03 ], [ -67.66, 49.05 ], [ -67.61, 49.08 ] ] ] }, "raw_probability": 0.0575, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0575, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb3c19e1a7663c39f3f6634d8c905705e983435159174652f26cd600230b74b8" }, "receipt_sha256": "eb3c19e1a7663c39f3f6634d8c905705e983435159174652f26cd600230b74b8" }, { "storm_id": "854411", "lat": 49.2275, "lon": -67.2438, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 120.0, "ebshear": 26.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0574 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.26, 49.27 ], [ -67.21, 49.27 ], [ -67.2, 49.2 ], [ -67.22, 49.18 ], [ -67.26, 49.18 ], [ -67.27, 49.19 ], [ -67.27, 49.26 ], [ -67.26, 49.27 ] ] ] }, "raw_probability": 0.0574, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0574, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd835c816d1ec1098845355e12dfced387cb60e5c51f57871a95afdab9e47fda" }, "receipt_sha256": "dd835c816d1ec1098845355e12dfced387cb60e5c51f57871a95afdab9e47fda" }, { "storm_id": "854322", "lat": 48.7722, "lon": -67.4656, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 83.0, "ebshear": 29.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0556 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.48, 48.8 ], [ -67.43, 48.8 ], [ -67.44, 48.79 ], [ -67.44, 48.75 ], [ -67.45, 48.74 ], [ -67.49, 48.74 ], [ -67.5, 48.75 ], [ -67.48, 48.78 ], [ -67.48, 48.8 ] ] ] }, "raw_probability": 0.0556, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0556, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48fcb34613d75f79b3b5501b264917598643bf32dd4993d7f3a372aced037dd4" }, "receipt_sha256": "48fcb34613d75f79b3b5501b264917598643bf32dd4993d7f3a372aced037dd4" }, { "storm_id": "854410", "lat": 49.2269, "lon": -67.5419, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 229.0, "ebshear": 25.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 25.0413 }, { "name": "alignment", "value": 0.7185 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0556 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.15872861444950104, "torsion": 0.0, "alignment": 0.7184867858886719, "S_field": 0.2150942087173462, "Gamma_field": 0.1923421174287796, "S_over_Gamma": 1.1182897090911865, "Da": 12.515975952148438, "E_coh": 0.678566575050354, "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": [ [ [ -67.53, 49.29 ], [ -67.48, 49.29 ], [ -67.47, 49.27 ], [ -67.47, 49.23 ], [ -67.5, 49.23 ], [ -67.51, 49.21 ], [ -67.52, 49.21 ], [ -67.54, 49.19 ], [ -67.55, 49.15 ], [ -67.62, 49.15 ], [ -67.63, 49.17 ], [ -67.63, 49.21 ], [ -67.6, 49.23 ], [ -67.56, 49.24 ], [ -67.53, 49.27 ], [ -67.53, 49.29 ] ] ] }, "raw_probability": 0.0556, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0556, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48fcb34613d75f79b3b5501b264917598643bf32dd4993d7f3a372aced037dd4" }, "receipt_sha256": "48fcb34613d75f79b3b5501b264917598643bf32dd4993d7f3a372aced037dd4" }, { "storm_id": "854366", "lat": 48.8153, "lon": -68.0395, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 76.0, "ebshear": 26.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 29.5413 }, { "name": "alignment", "value": -5.4065 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0533 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.23753497004508972, "torsion": 0.0, "alignment": -5.406513214111328, "S_field": 0.22893789410591125, "Gamma_field": 0.19317544996738434, "S_over_Gamma": 1.1851292848587036, "Da": 11.520289421081543, "E_coh": 0.5856019854545593, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -67.95, 48.89 ], [ -67.93, 48.89 ], [ -67.9, 48.87 ], [ -67.91, 48.83 ], [ -67.95, 48.81 ], [ -67.99, 48.81 ], [ -68.02, 48.78 ], [ -68.06, 48.76 ], [ -68.12, 48.76 ], [ -68.14, 48.74 ], [ -68.18, 48.73 ], [ -68.18, 48.79 ], [ -68.12, 48.79 ], [ -68.11, 48.81 ], [ -68.1, 48.81 ], [ -68.08, 48.83 ], [ -68.04, 48.85 ], [ -68.02, 48.85 ], [ -67.95, 48.89 ] ] ] }, "raw_probability": 0.0533, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0533, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0ab29cfb18de4e8937c3b2720764e279e25b0b88269aba72fa8155f6b03aa87e" }, "receipt_sha256": "0ab29cfb18de4e8937c3b2720764e279e25b0b88269aba72fa8155f6b03aa87e" }, { "storm_id": "854424", "lat": 27.4269, "lon": -93.8023, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3355.0, "ebshear": 6.0, "srh01": 15.0, "maxllaz": 0.0, "mesh": 0.32, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 49.4163 }, { "name": "alignment", "value": -0.6742 }, { "name": "tau", "value": 2.0787 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.053 }, "coherence_score": 2.078737735748291, "coherence_diagnostics": { "tau": 2.078737735748291, "grad_tau": 0.5581952929496765, "torsion": 0.0, "alignment": -0.6742029786109924, "S_field": 0.6961415410041809, "Gamma_field": 0.31400880217552185, "S_over_Gamma": 2.216949224472046, "Da": 17.74150276184082, "E_coh": 0.9430274367332458, "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": [ [ [ -93.8, 27.48 ], [ -93.76, 27.48 ], [ -93.76, 27.41 ], [ -93.75, 27.4 ], [ -93.76, 27.38 ], [ -93.78, 27.37 ], [ -93.82, 27.39 ], [ -93.85, 27.39 ], [ -93.85, 27.41 ], [ -93.84, 27.42 ], [ -93.85, 27.47 ], [ -93.81, 27.47 ], [ -93.8, 27.48 ] ] ] }, "raw_probability": 0.053, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.053, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "166b52657f6ff22ca37356461c7e71cc310a0a8d4f76d9a9a36b867c41dafdde" }, "receipt_sha256": "166b52657f6ff22ca37356461c7e71cc310a0a8d4f76d9a9a36b867c41dafdde" }, { "storm_id": "853751", "lat": 42.7106, "lon": -94.5656, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1337.0, "ebshear": 33.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 26.4163 }, { "name": "alignment", "value": 1.3764 }, { "name": "tau", "value": 0.9593 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0516 }, "coherence_score": 0.9593305587768555, "coherence_diagnostics": { "tau": 0.9593305587768555, "grad_tau": 0.14545132219791412, "torsion": 0.0, "alignment": 1.376375436782837, "S_field": 0.14484433829784393, "Gamma_field": 0.17734211683273315, "S_over_Gamma": 0.8167509436607361, "Da": 10.406643867492676, "E_coh": 0.6432873606681824, "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": [ [ [ -94.6, 42.8 ], [ -94.57, 42.8 ], [ -94.56, 42.79 ], [ -94.53, 42.79 ], [ -94.52, 42.78 ], [ -94.52, 42.71 ], [ -94.54, 42.67 ], [ -94.52, 42.65 ], [ -94.52, 42.62 ], [ -94.55, 42.6 ], [ -94.6, 42.6 ], [ -94.62, 42.62 ], [ -94.62, 42.68 ], [ -94.58, 42.71 ], [ -94.6, 42.75 ], [ -94.6, 42.8 ] ] ] }, "raw_probability": 0.0516, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0516, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c7d3960d80b5f7e5bf20fda0cb1783f6be42491ff00ebb3c097d5aa8be4c99a0" }, "receipt_sha256": "c7d3960d80b5f7e5bf20fda0cb1783f6be42491ff00ebb3c097d5aa8be4c99a0" }, { "storm_id": "854280", "lat": 38.963, "lon": -84.019, "motion_east": 4.3, "motion_south": 1.2, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1546.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.005, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 26.6663 }, { "name": "alignment", "value": -3.5751 }, { "name": "tau", "value": 0.706 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0493 }, "coherence_score": 0.7059720158576965, "coherence_diagnostics": { "tau": 0.7059720158576965, "grad_tau": 0.04766667261719704, "torsion": 0.0, "alignment": -3.5750956535339355, "S_field": 0.04543434828519821, "Gamma_field": 0.18900878727436066, "S_over_Gamma": 0.24038219451904297, "Da": 11.728675842285156, "E_coh": 0.2796672582626343, "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": [ [ [ -84.04, 39.0 ], [ -84.0, 38.99 ], [ -83.99, 38.98 ], [ -83.99, 38.96 ], [ -83.97, 38.94 ], [ -84.0, 38.92 ], [ -84.04, 38.92 ], [ -84.06, 38.94 ], [ -84.06, 38.98 ], [ -84.04, 39.0 ] ] ] }, "raw_probability": 0.0493, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0493, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "631dfd3f2a14c5b0d7daca655558f62df3ed17627cb1350722319de43453d915" }, "receipt_sha256": "631dfd3f2a14c5b0d7daca655558f62df3ed17627cb1350722319de43453d915" }, { "storm_id": "854393", "lat": 35.458, "lon": -101.358, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 152.0, "ebshear": 26.0, "srh01": 0.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 28.1663 }, { "name": "alignment", "value": 7.7885 }, { "name": "tau", "value": 0.2788 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0487 }, "coherence_score": 0.2788305878639221, "coherence_diagnostics": { "tau": 0.2788305878639221, "grad_tau": 0.008334899321198463, "torsion": 0.0, "alignment": 7.788503170013428, "S_field": 0.1534031331539154, "Gamma_field": 0.7765088081359863, "S_over_Gamma": 0.19755491614341736, "Da": 49.908935546875, "E_coh": 0.6867948174476624, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -101.39, 35.49 ], [ -101.31, 35.49 ], [ -101.31, 35.41 ], [ -101.39, 35.41 ], [ -101.39, 35.49 ] ] ] }, "raw_probability": 0.0487, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0487, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "669482c09e512ff9bc9af7c8676fec9548364933d402ff0ab89bae747397f422" }, "receipt_sha256": "669482c09e512ff9bc9af7c8676fec9548364933d402ff0ab89bae747397f422" }, { "storm_id": "854219", "lat": 39.4238, "lon": -82.3277, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1349.0, "ebshear": 9.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 27.5413 }, { "name": "alignment", "value": -3.6438 }, { "name": "tau", "value": 0.6636 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 0.6636253595352173, "coherence_diagnostics": { "tau": 0.6636253595352173, "grad_tau": 0.021433241665363312, "torsion": 0.0, "alignment": -3.6438074111938477, "S_field": 0.053991109132766724, "Gamma_field": 0.17900878190994263, "S_over_Gamma": 0.3016115128993988, "Da": 10.45587158203125, "E_coh": 0.2598617970943451, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.33, 39.49 ], [ -82.28, 39.49 ], [ -82.27, 39.48 ], [ -82.27, 39.42 ], [ -82.3, 39.4 ], [ -82.31, 39.36 ], [ -82.33, 39.35 ], [ -82.36, 39.35 ], [ -82.38, 39.37 ], [ -82.38, 39.43 ], [ -82.37, 39.43 ], [ -82.35, 39.45 ], [ -82.33, 39.49 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0483, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "73b83d1e7d06c7eae080bb380806a4f70fc7181eb304c85ba90c215a22764c1c" }, "receipt_sha256": "73b83d1e7d06c7eae080bb380806a4f70fc7181eb304c85ba90c215a22764c1c" }, { "storm_id": "854369", "lat": 42.7564, "lon": -90.8036, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 469.0, "ebshear": 27.0, "srh01": 24.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 40.2913 }, { "name": "alignment", "value": 1.0713 }, { "name": "tau", "value": 1.25 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.048 }, "coherence_score": 1.2500394582748413, "coherence_diagnostics": { "tau": 1.2500394582748413, "grad_tau": 0.11549805849790573, "torsion": 0.0, "alignment": 1.0713343620300293, "S_field": 0.5185373425483704, "Gamma_field": 0.19067545235157013, "S_over_Gamma": 2.7194762229919434, "Da": 11.526270866394043, "E_coh": 0.8684942722320557, "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": [ [ [ -90.84, 42.8 ], [ -90.83, 42.79 ], [ -90.79, 42.79 ], [ -90.75, 42.77 ], [ -90.74, 42.75 ], [ -90.74, 42.71 ], [ -90.75, 42.7 ], [ -90.8, 42.69 ], [ -90.88, 42.73 ], [ -90.88, 42.79 ], [ -90.84, 42.8 ] ] ] }, "raw_probability": 0.048, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.048, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "286d00a2cf2feb84661f18874649cc491b1733f341dd955d1fda222be8b46914" }, "receipt_sha256": "286d00a2cf2feb84661f18874649cc491b1733f341dd955d1fda222be8b46914" }, { "storm_id": "854034", "lat": 42.8556, "lon": -90.6344, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 435.0, "ebshear": 24.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 40.2913 }, { "name": "alignment", "value": 1.0713 }, { "name": "tau", "value": 1.25 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0473 }, "coherence_score": 1.2500394582748413, "coherence_diagnostics": { "tau": 1.2500394582748413, "grad_tau": 0.11549805849790573, "torsion": 0.0, "alignment": 1.0713343620300293, "S_field": 0.5185373425483704, "Gamma_field": 0.19067545235157013, "S_over_Gamma": 2.7194762229919434, "Da": 11.526270866394043, "E_coh": 0.8684942722320557, "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": [ [ [ -90.65, 42.88 ], [ -90.61, 42.88 ], [ -90.6, 42.87 ], [ -90.6, 42.84 ], [ -90.61, 42.83 ], [ -90.65, 42.82 ], [ -90.67, 42.84 ], [ -90.67, 42.86 ], [ -90.65, 42.88 ] ] ] }, "raw_probability": 0.0473, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0473, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9a064e12eaddac3e1dd77be1ec7e31dd100099f6a6ec81921fa6cba0da8effd7" }, "receipt_sha256": "9a064e12eaddac3e1dd77be1ec7e31dd100099f6a6ec81921fa6cba0da8effd7" }, { "storm_id": "854400", "lat": 39.2625, "lon": -82.9019, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2038.0, "ebshear": 8.0, "srh01": 3.0, "maxllaz": 0.003, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 27.9163 }, { "name": "alignment", "value": -2.0154 }, { "name": "tau", "value": 0.6814 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.047 }, "coherence_score": 0.6814025640487671, "coherence_diagnostics": { "tau": 0.6814025640487671, "grad_tau": 0.01939288154244423, "torsion": 0.0, "alignment": -2.015350103378296, "S_field": 0.04810921102762222, "Gamma_field": 0.18234212696552277, "S_over_Gamma": 0.26384034752845764, "Da": 11.050956726074219, "E_coh": 0.5022161602973938, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.94, 39.35 ], [ -82.91, 39.34 ], [ -82.89, 39.32 ], [ -82.9, 39.31 ], [ -82.86, 39.28 ], [ -82.84, 39.24 ], [ -82.84, 39.18 ], [ -82.86, 39.17 ], [ -82.91, 39.17 ], [ -82.92, 39.18 ], [ -82.92, 39.22 ], [ -82.91, 39.24 ], [ -82.92, 39.25 ], [ -82.92, 39.28 ], [ -82.95, 39.32 ], [ -82.94, 39.35 ] ] ] }, "raw_probability": 0.047, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "1d677bea6f069c60102602fdf1d8c9897f7dde1230e0782f76af65bae597bce4", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.047, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "58e6829f06c1be1ace3642fca92529a6952b484fe2d9386989bdee215eb58251" }, "receipt_sha256": "58e6829f06c1be1ace3642fca92529a6952b484fe2d9386989bdee215eb58251" }, { "storm_id": "853797", "lat": 39.2022, "lon": -83.0611, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1520.0, "ebshear": 8.0, "srh01": 0.0, "maxllaz": 0.004, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 27.9163 }, { "name": "alignment", "value": -2.0154 }, { "name": "tau", "value": 0.6814 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0434 }, "coherence_score": 0.6814025640487671, "coherence_diagnostics": { "tau": 0.6814025640487671, "grad_tau": 0.01939288154244423, "torsion": 0.0, "alignment": -2.015350103378296, "S_field": 0.04810921102762222, "Gamma_field": 0.18234212696552277, "S_over_Gamma": 0.26384034752845764, "Da": 11.050956726074219, "E_coh": 0.5022161602973938, "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": [ [ [ -83.06, 39.24 ], [ -83.03, 39.24 ], [ -83.02, 39.23 ], [ -83.02, 39.2 ], [ -83.07, 39.15 ], [ -83.09, 39.15 ], [ -83.1, 39.16 ], [ -83.1, 39.21 ], [ -83.06, 39.24 ] ] ] }, "raw_probability": 0.0434, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0434, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e03141bc9eb6313f63f9139a92ac4076cc63df7fab4ba4e34921cfd67e80d567" }, "receipt_sha256": "e03141bc9eb6313f63f9139a92ac4076cc63df7fab4ba4e34921cfd67e80d567" }, { "storm_id": "854329", "lat": 39.8082, "lon": -81.55, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 283.0, "ebshear": 12.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 33.2913 }, { "name": "alignment", "value": 3.3846 }, { "name": "tau", "value": 0.6921 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 0.6921463012695312, "coherence_diagnostics": { "tau": 0.6921463012695312, "grad_tau": 0.05046328157186508, "torsion": 0.0, "alignment": 3.384624481201172, "S_field": 0.07900422811508179, "Gamma_field": 0.1948421150445938, "S_over_Gamma": 0.40547817945480347, "Da": 11.378449440002441, "E_coh": 0.47500112652778625, "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": [ [ [ -81.56, 39.86 ], [ -81.51, 39.86 ], [ -81.49, 39.85 ], [ -81.48, 39.81 ], [ -81.49, 39.79 ], [ -81.55, 39.74 ], [ -81.59, 39.74 ], [ -81.61, 39.76 ], [ -81.61, 39.8 ], [ -81.6, 39.82 ], [ -81.56, 39.86 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0397, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "17b83d5e59ae8690b8e9557511fbbf89cad2b8552b4798cf44ae14766dec4799" }, "receipt_sha256": "17b83d5e59ae8690b8e9557511fbbf89cad2b8552b4798cf44ae14766dec4799" }, { "storm_id": "854357", "lat": 39.5791, "lon": -81.6836, "motion_east": 4.3, "motion_south": 0.6, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 302.0, "ebshear": 14.0, "srh01": 18.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 33.2913 }, { "name": "alignment", "value": 3.3846 }, { "name": "tau", "value": 0.6921 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 0.6921463012695312, "coherence_diagnostics": { "tau": 0.6921463012695312, "grad_tau": 0.05046328157186508, "torsion": 0.0, "alignment": 3.384624481201172, "S_field": 0.07900422811508179, "Gamma_field": 0.1948421150445938, "S_over_Gamma": 0.40547817945480347, "Da": 11.378449440002441, "E_coh": 0.47500112652778625, "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": [ [ [ -81.7, 39.64 ], [ -81.66, 39.64 ], [ -81.64, 39.62 ], [ -81.64, 39.57 ], [ -81.65, 39.56 ], [ -81.65, 39.54 ], [ -81.67, 39.52 ], [ -81.73, 39.52 ], [ -81.74, 39.53 ], [ -81.74, 39.59 ], [ -81.7, 39.64 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0397, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "17b83d5e59ae8690b8e9557511fbbf89cad2b8552b4798cf44ae14766dec4799" }, "receipt_sha256": "17b83d5e59ae8690b8e9557511fbbf89cad2b8552b4798cf44ae14766dec4799" }, { "storm_id": "854371", "lat": 40.02, "lon": -80.0222, "motion_east": 2.5, "motion_south": 1.8, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1112.0, "ebshear": 9.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 31.5413 }, { "name": "alignment", "value": 1.1632 }, { "name": "tau", "value": 0.7475 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0355 }, "coherence_score": 0.7475443482398987, "coherence_diagnostics": { "tau": 0.7475443482398987, "grad_tau": 0.10102017223834991, "torsion": 0.0, "alignment": 1.163187026977539, "S_field": 0.022986145690083504, "Gamma_field": 0.2065087854862213, "S_over_Gamma": 0.11130832135677338, "Da": 12.282052040100098, "E_coh": 0.18699641525745392, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.05, 40.05 ], [ -80.0, 40.05 ], [ -79.99, 40.04 ], [ -79.97, 40.04 ], [ -79.97, 39.97 ], [ -80.05, 39.97 ], [ -80.06, 39.98 ], [ -80.06, 40.03 ], [ -80.05, 40.05 ] ] ] }, "raw_probability": 0.0355, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0355, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1f33e045983b2768067e486d91e7cfd14828cced76bc947537317a0d8cb4fef2" }, "receipt_sha256": "1f33e045983b2768067e486d91e7cfd14828cced76bc947537317a0d8cb4fef2" }, { "storm_id": "853792", "lat": 39.9226, "lon": -80.2874, "motion_east": 2.1, "motion_south": 2.0, "valid_time": "20260709_070036 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 954.0, "ebshear": 12.0, "srh01": 18.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 31.5413 }, { "name": "alignment", "value": 1.1632 }, { "name": "tau", "value": 0.7475 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0329 }, "coherence_score": 0.7475443482398987, "coherence_diagnostics": { "tau": 0.7475443482398987, "grad_tau": 0.10102017223834991, "torsion": 0.0, "alignment": 1.163187026977539, "S_field": 0.022986145690083504, "Gamma_field": 0.2065087854862213, "S_over_Gamma": 0.11130832135677338, "Da": 12.282052040100098, "E_coh": 0.18699641525745392, "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": [ [ [ -80.27, 40.02 ], [ -80.19, 40.02 ], [ -80.17, 39.99 ], [ -80.17, 39.96 ], [ -80.22, 39.92 ], [ -80.22, 39.9 ], [ -80.23, 39.89 ], [ -80.23, 39.87 ], [ -80.21, 39.85 ], [ -80.23, 39.83 ], [ -80.25, 39.83 ], [ -80.26, 39.82 ], [ -80.3, 39.83 ], [ -80.31, 39.85 ], [ -80.33, 39.85 ], [ -80.34, 39.87 ], [ -80.37, 39.88 ], [ -80.37, 39.9 ], [ -80.39, 39.92 ], [ -80.39, 39.98 ], [ -80.38, 39.99 ], [ -80.38, 39.98 ], [ -80.36, 39.96 ], [ -80.34, 39.96 ], [ -80.3, 40.01 ], [ -80.28, 40.01 ], [ -80.27, 40.02 ] ] ] }, "raw_probability": 0.0329, "confidence_lo": 0.0011, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "7532bdfdb32c39e4ff444d7bdf7b224ec596e4831ab4c8a9c34ceb32f649837f", "input_sha256": "4183d534bcab7188ffd92f0c5366523abfb7e1809a270f63333adf3b50e496a2", "issued_at": "2026-07-09T07:13:10Z", "raw_probability": 0.0329, "probability": 0.001166, "confidence_lo": 0.00114, "confidence_hi": 0.001166, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "555f367a91daef8b02bc55b80c4595a2395f46b19d54943ff9eaf44fd9e26102" }, "receipt_sha256": "555f367a91daef8b02bc55b80c4595a2395f46b19d54943ff9eaf44fd9e26102" } ] }